{ "version": "https://jsonfeed.org/version/1", "title": "\u6295\u8d44", "description": "Can you make money with money?", "home_page_url": "go/invest", "feed_url": "feed/invest.json", "icon": "https://cdn.v2ex.com/navatar/a4a0/42cf/171_large.png?m=1630576706", "favicon": "https://cdn.v2ex.com/navatar/a4a0/42cf/171_normal.png?m=1630576706", "items": [ { "author": { "url": "member/NoirStrike", "name": "NoirStrike", "avatar": "https://cdn.v2ex.com/gravatar/74970f2458ff09c515943bfa15355419?s=73&d=retro" }, "url": "t/1212540", "title": "\u4e1c\u8d22\u662f\u5728\u63a8\u90a3\u4e2a\u5929\u5929\u57fa\u91d1\u5417", "id": "t/1212540", "date_published": "2026-05-13T15:59:16+00:00", "content_html": "\u4e1c\u8d22\u4e0a\u9762\u76f8\u5bf9\u65b0\u4e00\u4e9b\u7684\u573a\u5916\u57fa\u91d1\u90fd\u4e70\u4e0d\u4e86, \u5f97\u53bb\u90a3\u4e2a\u5929\u5929\u57fa\u91d1\u624d\u53ef\u4ee5, \u597d\u9ebb\u70e6.
\u60f3\u628a\u80a1\u7968\u7406\u8d22\u96c6\u4e2d\u4e00\u5757, \u4f46\u73b0\u5728\u53c8\u6ca1\u4ec0\u4e48\u4f4e\u95e8\u69db\u7684\u514d 5 \u80fd\u641e, \u86cb\u75bc" }, { "author": { "url": "member/SWALLOWW", "name": "SWALLOWW", "avatar": "https://cdn.v2ex.com/avatar/95ec/01ce/496681_large.png?m=1751598795" }, "url": "t/1212360", "date_modified": "2026-05-13T05:41:49+00:00", "content_html": "

\u9700\u8981\u5fc3\u7406\u6309\u6469\u6709\u70b9\u6491\u4e0d\u4f4f\u4e86

\n", "date_published": "2026-05-13T03:10:31+00:00", "title": "\u8fd8\u6709\u76f8\u4fe1\u767d\u9152\u7684\u8001\u94c1\u5417\uff1f", "id": "t/1212360" }, { "author": { "url": "member/zhenthy", "name": "zhenthy", "avatar": "https://cdn.v2ex.com/avatar/a147/3003/666534_large.png?m=1704761595" }, "url": "t/1212318", "title": "\u76ee\u524d\u4ed3\u4f4d\u591a\u5c11\uff1f\u5fc3\u6001\u548b\u6837", "id": "t/1212318", "date_published": "2026-05-13T01:35:10+00:00", "content_html": "

\u76ee\u524d 3 \u5c42\u4ed3\u4f4d\uff0c\u6709\u70b9\u6050\u9ad8\u4e86\u3002\u5927\u4f19\u4eca\u5e74\u6536\u76ca\u591a\u5c11\uff0c\u4e0b\u4e00\u6b65\u51c6\u5907\u600e\u4e48\u64cd\u4f5c

\n" }, { "author": { "url": "member/orion1", "name": "orion1", "avatar": "https://cdn.v2ex.com/avatar/eb19/e0af/547538_large.png?m=1758629383" }, "url": "t/1212275", "title": "\u6211\u4e70\u534a\u5bfc\u4f53\u4e86\uff0c\u5927\u5bb6\u8fd8\u4e0d\u8dd1\u5417", "id": "t/1212275", "date_published": "2026-05-12T15:07:27+00:00", "content_html": "

\u770b\u7740\u82f1\u4f1f\u8fbe\u8fd9\u4e9b\u957f\u592a\u9ad8\u4e86\uff0c\u8fd8\u4e0d\u4e0b\u8dcc\u5c31\u96be\u53d7\u3002\u6309\u6211\u7ecf\u9a8c\u6211\u4e70\u5565\u8dcc\u5565\u3002\u3002\u3002

\n" }, { "author": { "url": "member/JunNKG", "name": "JunNKG", "avatar": "https://cdn.v2ex.com/avatar/8a4e/97b9/552189_large.png?m=1769738160" }, "url": "t/1212153", "title": "\u5b81\u6ce2\u94f6\u884c\u592a\u5dee\u4e86\uff0c \u51c6\u5907\u9500\u6237", "id": "t/1212153", "date_published": "2026-05-12T06:12:21+00:00", "content_html": "1.\u60f3\u53d6\u70b9\u7f8e\u5143\u73b0\u91d1\u51fa\u53bb\u73a9\uff0capp \u9884\u7ea6\uff0c \u7136\u540e\u94f6\u884c\u8bf4\u8981\u6d3e\u51fa\u6240\u62a5\u5907\uff0c \u6211\u8bf4\u597d\uff0c \u7136\u540e\u6d3e\u51fa\u6240\u8fd8\u8981\u6253\u7535\u8bdd\u548c\u6211\u8001\u5a46\u8bf4\u4e00\u4e0b\uff0c\u6211\u4ee5\u524d\u53ea\u542c\u8bf4\u8fc7\u5ad6\u5a3c\u88ab\u6293\u6d3e\u51fa\u6240\u4f1a\u901a\u77e5\u5bb6\u5c5e\uff0c \u94f6\u884c\u53d6\u94b1\u6d3e\u51fa\u6240\u4e5f\u901a\u77e5\u5bb6\u5c5e\u8fd9\u4e48\u9b54\u5e7b\u5417\uff1f

2.\u7f51\u70b9\u4e5f\u662f\u6df7\u4e71\uff0c \u6709\u7684\u8981\u53d6\u53f7\uff0c \u6709\u7684\u4e0d\u53d6\u53f7\uff0c \u6709\u7684\u548c\u67dc\u53f0\u91cc\u9762\u62db\u4e2a\u624b\uff0c \u5c31\u63d2\u961f\u4e86\uff0c \u6211\u53d6\u4e86\u53f7\u7b49\u534a\u5929\u3002

3.\u7406\u8d22\u987e\u95ee\u975e\u5f97\u6253\u7535\u8bdd\u6765\u8981\u52a0\u5fae\u4fe1\uff0c \u5176\u5b9e\u6211\u4e5f\u4e0d\u9700\u8981\uff0c \u5c31\u662f\u7ecf\u5e38\u53d1\u5fae\u4fe1\u8ba9\u4f60\u4e70\u8fd9\u4e2a\u7406\u8d22\uff0c\u4e70\u90a3\u4e2a\u7406\u8d22\u7684\uff0c\u771f\u6b63\u6709\u4e2a\u4e1a\u52a1\u95ee\u5979\uff0c \u4e5f\u662f\u4e00\u95ee\u4e09\u4e0d\u77e5\u3002

4.APP \u4e5f\u662f\u5dee\uff0c30W \u662f\u91d1\u5361\uff0c60w \u662f\u767d\u91d1 i \uff0c100w \u662f\u767d\u91d1 ii \uff0c \u7136\u540e\u6211\u6bcf\u6b21\u767b\u9646\uff0c\u90fd\u544a\u8bc9\u6211\u6709\u51e0\u6761\u6743\u76ca\u672a\u9886\u53d6\uff0c\u6211\u6bcf\u6b21\u70b9\u8fdb\u53bb\u4e4b\u540e\uff0c \u8981\u4e48\u544a\u8bc9\u6211\u6ca1\u6709\u8d44\u683c\uff0c \u8981\u4e48\u544a\u8bc9\u6211\u9886\u5b8c\u4e86\uff0c \u6211\u518d\u9000\u56de\u6765\u770b\u770b\u8d44\u4ea7\u662f\u5408\u683c\u7684\u554a\uff0capp \u8ba9\u6211\u70b9\u8fdb\u6765\u662f\u4e3a\u4e86\u7f9e\u8fb1\u6211\u554a\uff1f

5.\u5927\u6982\u7387 app \u548c\u94f6\u884c\u7f51\u70b9\u7f51\u7edc\u4e0d\u901a\uff0c \u6211\u4e4b\u524d\u4e00\u6b21\u5728 app \u4e0a\u9884\u7ea6\u7f8e\u91d1\uff0c \u7b2c\u4e8c\u5929\u53bb\u94f6\u884c\u7f51\u70b9\uff0c \u5de5\u4f5c\u4eba\u5458\u8bf4\u4e0d\u77e5\u9053\uff0c \u6ca1\u6709\u901a\u77e5\uff0c \u6211\u8bf4 app \u7ea6\u8fc7\uff0c \u4ed6\u8bf4\u4e0b\u6b21\u6253\u7535\u8bdd\u7ea6\uff0c \u770b\u770b\u94f6\u884c\u6b63\u597d\u6709\u4f59\u94b1\uff0c \u5c31\u7ed9\u6211\u53d6\u4e86\u3002
\u6240\u4ee5\u6211\u8fd9\u6b21 app \u7ea6\u5b8c\u4e4b\u540e\uff0c \u5c31\u6253\u7535\u8bdd\u7ed9\u94f6\u884c\u4e86\uff0c \u94f6\u884c\u5c31\u6253\u7ed9\u6d3e\u51fa\u6240\u4e86\uff0c \u6d3e\u51fa\u6240\u5c31\u6253\u7ed9\u6211\u4e86\uff0c \u7136\u540e\u6253\u7ed9\u6211\u8001\u5a46\u4e86\u3002

\u00b7\u4e0d\u8bf4\u4e86\uff0c \u521a\u624d\u628a\u6240\u6709\u7406\u8d22\u90fd\u8d4e\u56de\u4e86\uff0c \u8fc7\u4e24\u5929\u5230\u8d26\u5c31\u5168\u90e8\u8f6c\u8d70\u9500\u6237\u4e86\u3002" }, { "author": { "url": "member/Sokia", "name": "Sokia", "avatar": "https://cdn.v2ex.com/avatar/a21a/3408/274349_large.png?m=1768266155" }, "url": "t/1212139", "date_modified": "2026-05-12T05:54:09+00:00", "content_html": "\u6700\u8fd1\u6709\u95f2\u94b1\u60f3\u4e70\u7f8e\u80a1\u573a\u5185\uff0c\u770b\u4e86\u51e0\u5927\u5238\u5546\uff08\u76c8\u900f\uff0c\u5609\u4fe1\uff0c\u76c8\u7acb\uff09\uff0c\u4e09\u4e2a\u90fd\u7533\u8bf7\u5f00\u6237\u4e86\uff0c\u5176\u4e2d\u76c8\u7acb\u70b9\u51fb\u5c31\u9001

\u5609\u4fe1\u8fd8\u5728\u5ba1\u6838\u4e2d\uff0c5.9 \u7533\u8bf7\uff0c5.11 \u6536\u5230\u4f20\u8bf4\u4e2d\u7684\u4e00\u53cc\u817f\u548c\u8ba9\u6211\u8865\u4fe1\u606f\u7684 mail \uff0c\u6211\u5f00\u6237\u7528\u7684\u62a4\u7167
\u54a8\u8be2\u5609\u4fe1 China \u5ba2\u670d\uff0c\u662f\u56e0\u4e3a\u6211\u4f20\u7684\u6c34\u7535\u8d26\u5355\u662f\u533f\u540d\u7684\uff08\u652f\u4ed8\u5b9d\u627e\u7684\uff09\uff0c\u4f20\u4e86\u8eab\u4efd\u8bc1\uff0c\u540e\u9762\u4e0d\u51fa\u610f\u5916\u5e94\u8be5\u5c31\u662f\u8fd9\u5468\u6216\u8005\u4e0b\u5468\u770b\u5230\u5f00\u6237\u6210\u529f\u7684\u90ae\u4ef6

\u76c8\u900f\u4e5f\u662f\u62a4\u7167\uff0c\u6700\u540e\u5ba1\u6838\u8981\u6d77\u5916\u5c45\u4f4f\u8bc1\u660e\uff0c\u6309\u7167\u7ad9\u5185\u65b9\u6cd5\u4e0a\u4f20\u4e2a\u7a0e\u5355\u5b50\uff0c24h \u540e\u63d0\u793a\u5931\u8d25\uff0c\u4e5f\u61d2\u5f97\u6298\u817e\u4e86

\u76c8\u7acb\u53ef\u4ee5\u4e70 ETF \u788e\u80a1\uff0c\u5609\u4fe1\u636e\u8bf4\u4e0d\u80fd\u4e70 ETF \u788e\u80a1\uff0c\u6240\u4ee5\u540e\u9762\u76c8\u7acb\u5c31\u5355\u72ec\u4e70 QQQ \u4e86
\u5728\u5f00\u6237\u7b49\u5f85\u65f6\u95f4\u5165\u4e86 200 \u5200\u7684 NVDA \u548c 300 \u5200\u7684 MU \uff0c\u4e24\u5929\u5c0f\u8d5a\u4e00\u987f\u75af\u56db\u7684\u94b1 :_)

\u652f\u4ed8\u5b9d\u573a\u5916\u7f8e\u80a1\u57fa\u91d1\u4f9d\u7136\u7ee7\u7eed\u5b9a\u6295\uff0c\u6211\u4e70\u7684\u5e7f\u53d1\uff0c\u6bcf\u65e5\u9650\u989d 200 \uff0c4 \u6708\u4e2d\u65ec\u6295\u4e86\u73b0\u5728\u4e00\u4e2a\u6708\uff0c\u8d5a\u4e86 200+\uff0c\u4e0d\u6127\u662f\u6b63\u89c4\u5e02\u573a", "date_published": "2026-05-12T05:52:40+00:00", "title": "2026.5.12 \u76c8\u900f\u4e2a\u7a0e\u5355\u5ba1\u6838\u5931\u8d25\uff0c\u8f6c\u5609\u4fe1\u4e86", "id": "t/1212139" }, { "author": { "url": "member/66z", "name": "66z", "avatar": "https://cdn.v2ex.com/gravatar/064e6e3a344377761d9c413f335ce737?s=73&d=retro" }, "url": "t/1211838", "title": "\u5982\u679c\u770b\u597d\u56fd\u5185\u53d1\u5c55\uff0c\u6295\u8d44\u5c0f\u767d\u5e94\u8be5\u600e\u4e48\u6295\u8d44\u5462", "id": "t/1211838", "date_published": "2026-05-11T03:51:07+00:00", "content_html": "

\u76ee\u524d\u5728\u5efa\u884c APP \u5185\uff0c\u5b9a\u6295\u7eb3\u65af\u8fbe\u514b\u6307\u6570\uff0c\u6bcf\u5468 100 \uffe5\n\u60f3\u4e70\u70b9\u56fd\u5185\u7684\u6307\u6570\u5565\u7684\uff0c\u5927\u5bb6\u6709\u4ec0\u4e48\u5efa\u8bae\u5417

\n" }, { "author": { "url": "member/wshn13", "name": "wshn13", "avatar": "https://cdn.v2ex.com/gravatar/652bd2458de5158e90dcbf919921b495?s=73&d=retro" }, "url": "t/1211801", "title": "\u5f3a\u70c8\u4e0d\u5efa\u8bae\u5927\u5bb6\u901a\u8fc7\u8d44\u6599\u9020\u5047\u7684\u624b\u6bb5\u5f00\u76c8\u900f", "id": "t/1211801", "date_published": "2026-05-11T02:40:35+00:00", "content_html": "

\u98ce\u9669\u592a\u5927\u4e86 \u5408\u89c4\u53ef\u5f00\u7684\u5609\u4fe1\u548c\u7b2c\u4e00\u8bc1\u5238\u53ef\u4ee5\u5e73\u66ff

\n" }, { "author": { "url": "member/liujinhui", "name": "liujinhui", "avatar": "https://cdn.v2ex.com/gravatar/83f8b9d375f1e88318824ecf290b7dc2?s=73&d=retro" }, "url": "t/1211753", "title": "\u5927\u76d8\u6da8\u6211\u4e0d\u6da8\uff0c\u5927\u76d8\u8dcc\u8ddf\u7740\u8dcc", "id": "t/1211753", "date_published": "2026-05-11T01:24:54+00:00", "content_html": "

\u8fd9\u6bb5\u65f6\u95f4\u5df2\u7ecf\u9ebb\u6728\u4e86\uff0c\u6211\u8fd9\u6709 v2 \u7684\u5c0f\u5708\u5b50\uff0c\u53ef\u4ee5\u4e00\u8d77\u8fdb\u6765\u4ea4\u6d41\u4ea4\u6d41\u5206\u4eab\u5206\u4eab\u7ecf\u9a8c https://shimo.im/docs/KrkEl7r9wvC2bWqJ/

\n" }, { "author": { "url": "member/lenglengyuchen", "name": "lenglengyuchen", "avatar": "https://cdn.v2ex.com/avatar/45fc/6dae/677708_large.png?m=1778400218" }, "url": "t/1211637", "title": "[\u6295\u8d44\u7b14\u8bb0] 2026 \u5e74 5 \u6708 10 \u65e5\uff0c\u6301\u6709\u51c0\u503c 1\uff0c 2026 \u5e74\u6536\u76ca -3%", "id": "t/1211637", "date_published": "2026-05-10T08:24:03+00:00", "content_html": "

\u6301\u6709\u6536\u76ca\u56de\u5230 1 \uff0c\u4eca\u5e74\u6765\u6536\u76ca -3%

\u5356\u51fa\u4e86\u4e1c\u897f\u7cbe\u9009\u3001\u79d1\u521b 50 \uff08\u5728\u5927\u6da8\u524d\u5356\u51fa\uff0c\u96be\u53d7\u6b7b\u4e86\uff09\u3001\u4e2d\u8bc1 500 \u589e\u5f3a\u3001\u79fb\u52a8

\u52a0\u4e86\u4e00\u624b\u817e\u8baf\uff0c\u8fd8\u5728\u8dcc\uff0c\u4e92\u8054\u7f51\u5de8\u5934\u4e0d\u80fd\u5728 AI \u9886\u57df\u6ca1\u5565\u5efa\u6811\u5427

\u767d\u9152\u592a\u60e8\u4e86\uff0c\u56db\u6708\u521d\u8fd8\u52a0\u4e86\u4e00\u70b9\uff0c\u6ca1\u60f3\u5230\u4e94\u7cae\u6db2\u8fd8\u80fd\u6539\u53bb\u5e74\u8d22\u62a5

AI \u884c\u4e1a\u90a3\u4e48\u6323\u94b1\uff0c\u4e0d\u559d\u5e86\u529f\u9152\u5417\uff0c\u770b\u4e0d\u61c2\uff0c\u6253\u7b97\u628a\u767d\u9152\u4ed3\u4f4d\u964d\u964d

\u5efa\u4ed3\u4e86\u4e2a\u91cf\u5316\u57fa\uff0c\u4e5f\u6253\u7b97\u7ed9\u4e3b\u52a8\u57fa\u66f4\u591a\u4ed3\u4f4d\uff0c\u80a1\u7968\u8fd8\u662f\u592a\u96be\u73a9\u4e86

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n

\u98ce\u9669\u7b49\u7ea7	\u7c7b\u522b	\u6301\u4ed3	\u5360\u6bd4
\u9ad8\u98ce\u9669\uff08 55%\uff09	\u4e92\u8054\u7f51	\u817e\u8baf	14.38%
	\u7f8e\u80a1-\u5883\u5916	\u8c37\u6b4c\u3001\u62fc\u591a\u591a\u3001\u82f1\u4f1f\u8fbe\u3001\u4f2f\u514b\u5e0c\u5c14\u3001\u5fae\u8f6f\u3001\u82f9\u679c\u3001\u7279\u65af\u62c9\u3001\u53f0\u79ef\u7535\u3001\u76c8\u900f\u3001BOXX	12.69%
	\u767d\u9152	\u4e94\u7cae\u6db2\u3001\u767d\u9152 LOF	8.28%
	\u7f8e\u6307	\u6807\u666e 500 \u3001\u7eb3\u6307 100	6.33%
	\u533b\u7597	\u5e7f\u53d1\u5168\u7403\u3001\u5de5\u94f6\u524d\u6cbf	5.56%
	\u5927\u5b97\u5546\u54c1	\u8c46\u7c95\u3001\u9ec4\u91d1\u3001\u6bd4\u7279\u5e01	5.28%
	\u4e3b\u52a8\u57fa\u91d1	\u4e2d\u6cf0\u7389\u8861\u3001\u5927\u6210\u4f18\u52bf\u3001\u56fd\u91d1\u91cf\u5316	2.43%
\u4e2d\u98ce\u9669\uff08 25%\uff09	\u7535\u529b	\u4e2d\u56fd\u5e7f\u6838\u3001\u957f\u6c5f\u7535\u529b	6.20%
	\u94f6\u884c	\u62db\u5546\u3001\u519c\u884c\u3001\u5de5\u884c	5.48%
	\u6295\u987e&FOF	\u957f\u94b1\u8d26\u6237\u3001\u4e2d\u6cf0\u5929\u62e9	5.05%
	\u7ea2\u5229\u80a1	\u7f8e\u7684\u3001\u4e2d\u6d77\u6cb9	4.10%
	\u7ea2\u5229\u57fa	A500 \u4f4e\u6ce2\u3001\u4e2d\u6b27\u7ea2\u5229\u3001\u73b0\u91d1\u6d41	3.80%
\u4f4e\u98ce\u9669\uff08 20%\uff09	\u503a\u57fa	\u5357\u65b9 7-10 \u3001\u653f\u91d1\u503a\u3001\u957f\u76db\u589e\u5f3a\u503a	18.80%
	\u73b0\u91d1	\u77ed\u878d\u3001\u73b0\u91d1	1.62%

" }, { "author": { "url": "member/lewi", "name": "lewi", "avatar": "https://cdn.v2ex.com/gravatar/0d2c620e11209206f54a395d45f275ce?s=73&d=retro" }, "url": "t/1211593", "title": "\u6c42\u95ee\uff1a\u5883\u5185\u5982\u4f55\u5f00\u7f8e\u56fd\u94f6\u884c\u5361\u3001\u7f8e\u56fd\u5238\u5546\u8d26\u6237\u8d2d\u4e70 TQQQ\uff1f", "id": "t/1211593", "date_published": "2026-05-10T02:36:19+00:00", "content_html": "

\u770b\u597d\u7eb3\u65af\u8fbe\u514b 100 \uff0c\u51c6\u5907\u6301\u6709 20-30 \u5e74\uff0c\u5df2\u7ecf\u5728\u5883\u5185\u5238\u5546\u8d2d\u4e70\u4e86\u4e00\u4e9b\u573a\u5185 ETF \uff0c\u73b0\u5728\u8fd8\u60f3\u4e70\u70b9 TQQQ \uff0c\u8bf7\u95ee\uff1a\n\u4e00\u3001\u5982\u679c QQQ \u8dcc 33%\uff0cTQQQ \u4e09\u500d\u505a\u591a\uff0c\u662f\u4e0d\u662f TQQQ \u5c31\u6e05\u96f6\u4e86\uff1f\n\u4e8c\u3001\u5982\u4f55\u5f00\u901a\u7f8e\u56fd\u94f6\u884c\u5361\u3001\u7f8e\u56fd\u5238\u5546\u8d26\u6237\uff1f

\n" }, { "author": { "url": "member/way2explore2", "name": "way2explore2", "avatar": "https://cdn.v2ex.com/avatar/c553/80d6/127712_large.png?m=1776623061" }, "url": "t/1211573", "title": "\u8fd9\u662f\u600e\u4e48\u4e86\uff0c\u6700\u8fd1\u80a1\u5e02\u53cd\u5f39\uff0c\u5e16\u5b50\u4e00\u4e0b\u591a\u4e86\u8d77\u6765", "id": "t/1211573", "date_published": "2026-05-09T23:48:39+00:00", "content_html": "

\u8fd9\u662f\u600e\u4e48\u4e86\uff1f

\u662f\u53d1\u5e16\u5272\u97ed\u83dc\n\u8fd8\u662f\u66f4\u591a\u4eba\u5f00\u59cb\u6295\u8d44\uff1f

\n" }, { "author": { "url": "member/bugnotes", "name": "bugnotes", "avatar": "https://cdn.v2ex.com/gravatar/8be9820e338ea90ef12a03888ef216fa?s=73&d=retro" }, "url": "t/1211484", "title": "\u6211\u7684\u7b56\u7565\u4e3a\u4ec0\u4e48\u7a81\u7136\u5931\u6548\uff1f\u5e02\u573a\u98ce\u683c\u4e0e\u7b56\u7565\u9002\u914d-99%\u4eba\u8e29\u8fc7\u7684\u5751", "id": "t/1211484", "date_published": "2026-05-09T07:48:13+00:00", "content_html": "

\u7b56\u7565\u8dd1\u4e86\u8fd1\u534a\u5e74\u6a21\u62df\u76d8\uff0c\u6570\u636e OK \uff0c\u7136\u540e\u4e0a shi pan \u3002

\u524d\u4e24\u4e2a\u6708\u8fd8\u4e0d\u9519\uff0c\u7136\u540e\u67d0\u4e00\u5929\u7a81\u7136\u5c31\u4e0d\u884c\u4e86\u2014\u2014\u8fde\u7eed\u4e8f\u635f\uff0c\u51c0\u503c\u6301\u7eed\u4e0b\u6ed1\uff0c\u4f60\u76ef\u7740\u5c4f\u5e55\u53cd\u590d\u68c0\u67e5\u4ee3\u7801\uff0c\u903b\u8f91\u6ca1\u95ee\u9898\uff0c\u6570\u636e\u6ca1\u95ee\u9898\uff0c\u7a0b\u5e8f\u5728\u6b63\u5e38\u8fd0\u884c\uff0c\u4f46\u5c31\u662f\u5728\u6301\u7eed\u4e8f\u94b1\u3002

\u8fd9\u662f\u6211\u53bb\u5e74\u7ecf\u5386\u8fc7\u7684\u4e8b\u3002\n $\"Img\"$ \n\u6a21\u62df\u76d8

$\"Img\"$ \nshi pan2025 \u5e74 6 \u6708 24 \u65e5\u5f00\u59cb

$\"Img\"$ \n2025 \u5e74 Q2 \u548c Q3 \u5fae\u76d8\u80a1\u8d70\u52bf

Q2 \uff08 2025 \u5e74 4-6 \u6708\uff09\u7b56\u7565\u6a21\u62df\u76d8\u8dd1\u5f97\u633a\u987a\uff0c\u4ee5\u4e3a\u627e\u5230\u4e86\u8282\u594f\u3002\u8fdb\u5165 8 \u6708\u540e\uff0c\u5c0f\u76d8\u80a1\u5f00\u59cb\u51fa\u73b0\u7cfb\u7edf\u6027\u4e0b\u8dcc\uff0c\u6211\u7684\u7b56\u7565\u4e5f\u8ddf\u7740\u4e00\u8d77\u5d29\u4e86\u3002\u90a3\u6bb5\u65f6\u95f4\u8d26\u6237\u6bcf\u5929\u90fd\u5728\u7f29\u6c34\uff0c\u56de\u64a4\u6700\u6df1\u7684\u65f6\u5019\uff0c\u6211\u4e00\u5ea6\u6000\u7591\u81ea\u5df1\u7684\u7b56\u7565\u903b\u8f91\u6839\u672c\u5c31\u662f\u9519\u7684\u3002

\u4f46\u7b56\u7565\u903b\u8f91\u6ca1\u9519\u2014\u2014\u9519\u7684\u662f\u6211\u6ca1\u641e\u6e05\u695a\uff1a\u6bcf\u79cd\u7b56\u7565\u90fd\u6709\u81ea\u5df1\u9002\u914d\u7684\u5e02\u573a\"\u571f\u58e4\"\uff0c\u571f\u58e4\u53d8\u4e86\uff0c\u518d\u597d\u7684\u79cd\u5b50\u4e5f\u957f\u4e0d\u51fa\u5e84\u7a3c\u3002

1. \u4ec0\u4e48\u662f\u5e02\u573a\u98ce\u683c\uff1f\u4e3a\u4ec0\u4e48\u5b83\u4f1a\u5207\u6362\uff1f

\"\u5e02\u573a\u98ce\u683c\"\u8fd9\u4e2a\u8bcd\u4f60\u53ef\u80fd\u542c\u8fc7\u5f88\u591a\u6b21\uff0c\u4f46\u5177\u4f53\u6307\u4ec0\u4e48\uff1f

\u7b80\u5355\u8bf4\uff0c\u5c31\u662f\u5728\u67d0\u4e00\u6bb5\u65f6\u95f4\u91cc\uff0c\u5e02\u573a\u8d44\u91d1\u5728\u96c6\u4e2d\u9752\u7750\u54ea\u4e00\u7c7b\u80a1\u7968\u3002\u5e38\u89c1\u7684\u51e0\u4e2a\u7ef4\u5ea6\uff1a

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n

\u98ce\u683c\u7ef4\u5ea6	\u4ee3\u8868
\u5e02\u503c\u98ce\u683c	\u5927\u76d8\u80a1 vs \u5c0f\u76d8/\u5fae\u76d8\u80a1
\u884c\u4e1a\u98ce\u683c	\u6210\u957f\uff08\u79d1\u6280/\u65b0\u80fd\u6e90\uff09 vs \u4ef7\u503c\uff08\u94f6\u884c/\u6d88\u8d39\uff09
\u884c\u60c5\u7ed3\u6784	\u8d8b\u52bf\u5355\u8fb9\u5e02 vs \u9707\u8361\u6a2a\u76d8\u5e02
\u60c5\u7eea\u98ce\u683c	\u9ad8 Beta \uff08\u70ed\u7092\u9898\u6750\uff09 vs \u4f4e Beta \uff08\u9632\u5fa1\u907f\u9669\uff09

\u8fd9\u4e9b\u98ce\u683c\u4e0d\u662f\u56fa\u5b9a\u4e0d\u53d8\u7684\uff0c\u5b83\u4f1a\u968f\u7740\u653f\u7b56\u53d6\u5411\u3001\u7ecf\u6d4e\u6570\u636e\u3001\u8d44\u91d1\u504f\u597d\u3001\u5916\u90e8\u51b2\u51fb\u7b49\u56e0\u7d20\u4e0d\u65ad\u5207\u6362\u3002

\u6bd4\u5982 2025 \u5e74 Q2 \uff0c\u5e02\u573a\u6d41\u52a8\u6027\u5bbd\u677e\uff0c\u98ce\u9669\u504f\u597d\u504f\u9ad8\uff0c\u5c0f\u76d8\u9898\u6750\u80a1\u6d3b\u8dc3\u3002\u8fdb\u5165 Q3 \uff0c\u653f\u7b56\u9884\u671f\u8f6c\u53d8\u53e0\u52a0\u673a\u6784\u8c03\u4ed3\uff0c\u8d44\u91d1\u4ece\u5c0f\u76d8\u5207\u56de\u5927\u76d8\u84dd\u7b79\uff0c\u5fae\u76d8\u80a1\u51fa\u73b0\u6d41\u52a8\u6027\u5371\u673a\uff0c\u90e8\u5206\u4e2a\u80a1\u8fde\u7eed\u4e0b\u8dcc\u2014\u2014\u8fd9\u5c31\u662f\u4e00\u6b21\u5178\u578b\u7684\u98ce\u683c\u5207\u6362\u3002

\u98ce\u683c\u5207\u6362\u7684\u53ef\u6015\u4e4b\u5904\u5728\u4e8e\uff1a\u5b83\u51e0\u4e4e\u4e0d\u4f1a\u63d0\u524d\u6253\u62db\u547c\u3002

2. \u4e3a\u4ec0\u4e48\u6a21\u62df\u76d8\"\u9a97\u4e86\"\u4f60\uff1f

\u6211\u5728\u4e0a shi pan \u524d\u8dd1\u4e86\u5c06\u8fd1\u534a\u5e74\u7684\u6a21\u62df\u76d8\uff0c\u5404\u9879\u6570\u636e\u90fd\u4e0d\u9519\uff0c\u624d\u51b3\u5b9a shi pan \u3002

\u4f46\u73b0\u5728\u56de\u5934\u770b\uff0c\u8fd9\u4e2a\"\u9a8c\u8bc1\"\u5176\u5b9e\u5b58\u5728\u4e00\u4e2a\u6839\u672c\u6027\u7684\u6f0f\u6d1e\uff1a

\n
\u6211\u7528\u6765\u9a8c\u8bc1\u7684\u90a3\u534a\u5e74\uff0c\u6070\u597d\u662f\u7b56\u7565\u6700\u559c\u6b22\u7684\u5e02\u573a\u98ce\u683c\u3002
\n

\u8fd9\u53eb\u505a\u65f6\u95f4\u7a97\u53e3\u8fc7\u62df\u5408\u2014\u2014\u4e0d\u662f\u53c2\u6570\u8fc7\u62df\u5408\uff0c\u4e0d\u662f\u903b\u8f91\u8fc7\u62df\u5408\uff0c\u800c\u662f\u4f60\u7684\"\u9a8c\u8bc1\u65f6\u95f4\u6bb5\"\u6070\u597d\u9009\u5728\u4e86\u6709\u5229\u7684\u5e02\u573a\u73af\u5883\u91cc\u3002

\u8fd9\u548c\"\u5e78\u5b58\u8005\u504f\u5dee\"\u6709\u70b9\u50cf\u3002\u4f60\u4ee5\u4e3a\u4f60\u5728\u9a8c\u8bc1\u7b56\u7565\u7684\u6709\u6548\u6027\uff0c\u4f46\u5b9e\u9645\u4e0a\u4f60\u53ea\u662f\u5728\u7528\u4e00\u6bb5\u7279\u5b9a\u7684\u5386\u53f2\u53bb\u786e\u8ba4\u4e00\u4e2a\u5df2\u7ecf\u504f\u5411\u67d0\u79cd\u98ce\u683c\u7684\u7ed3\u8bba\u3002

\u5982\u4f55\u5224\u65ad\u4f60\u7684\u9a8c\u8bc1\u662f\u5426\u6709\u6548\uff1f\u95ee\u81ea\u5df1\u4e09\u4e2a\u95ee\u9898\uff1a

\u6211\u56de\u6d4b/\u6a21\u62df\u7684\u65f6\u95f4\u6bb5\u91cc\uff0c\u5305\u542b\u4e86\u51e0\u6b21\u5e02\u573a\u98ce\u683c\u5207\u6362\uff1f
\u7b56\u7565\u5728\u5c0f\u76d8\u5f3a\u52bf\u7684\u9636\u6bb5\u548c\u5c0f\u76d8\u5f31\u52bf\u7684\u9636\u6bb5\uff0c\u8868\u73b0\u5dee\u5f02\u6709\u591a\u5927\uff1f
\u6211\u6709\u6ca1\u6709\u523b\u610f\u9009\u4e86\u4e00\u6bb5\"\u770b\u8d77\u6765\u597d\u770b\"\u7684\u65f6\u95f4\u6bb5\u6765\u9a8c\u8bc1\uff1f

\u5982\u679c\u8986\u76d6\u7684\u65f6\u95f4\u6bb5\u5e02\u573a\u98ce\u683c\u6bd4\u8f83\u5355\u4e00\uff0c\u90a3\u8fd9\u4e2a\u9a8c\u8bc1\u7684\u8bf4\u670d\u529b\u662f\u6253\u6298\u6263\u7684\u3002

3. \u600e\u4e48\u5224\u65ad\u4f60\u7684\u7b56\u7565\u9002\u914d\u54ea\u79cd\u5e02\u573a\u98ce\u683c\uff1f

\u8fd9\u4ef6\u4e8b\u5728\u4e0a shi pan \u4e4b\u524d\u5c31\u5e94\u8be5\u641e\u6e05\u695a\uff0c\u800c\u4e0d\u662f\u7b49\u5e02\u573a\u6253\u4f60\u8138\u4e4b\u540e\u518d\u590d\u76d8\u3002

\u65b9\u6cd5\u4e00\uff1a\u8ba9 AI \u5e2e\u4f60\u505a\"\u98ce\u683c\u8bca\u65ad\"

\u628a\u7b56\u7565\u4ee3\u7801\u548c\u56de\u6d4b\u7ed3\u679c\u4e22\u7ed9 AI \uff0c\u53ef\u4ee5\u8fd9\u6837\u95ee\uff1a

\n
\u63d0\u793a\u8bcd\u793a\u4f8b\uff1a
\n
\u300c\u8bf7\u5206\u6790\u8fd9\u4e2a\u91cf\u5316\u7b56\u7565\u7684\u5e02\u573a\u98ce\u683c\u9002\u914d\u6027\uff1a
\n
\n
\u8fd9\u4e2a\u7b56\u7565\u5728\u9009\u80a1\u903b\u8f91\u4e0a\uff0c\u66f4\u504f\u5411\u54ea\u7c7b\u5e02\u503c/\u884c\u4e1a/\u60c5\u7eea\u98ce\u683c\u7684\u6807\u7684\uff1f
\n
\u5728\u5927\u76d8\u5355\u8fb9\u4e0b\u8dcc\u3001\u5c0f\u76d8\u80a1\u6d41\u52a8\u6027\u5371\u673a\u3001\u9ad8\u6ce2\u52a8\u9707\u8361\u5e02\u8fd9\u51e0\u79cd\u573a\u666f\u4e0b\uff0c\u7b56\u7565\u53ef\u80fd\u6709\u4ec0\u4e48\u8868\u73b0\uff1f
\n
\u8fd9\u4e2a\u7b56\u7565\u6700\u6015\u54ea\u79cd\u884c\u60c5\uff0c\u4e3a\u4ec0\u4e48\uff1f
\n
\u7528\u4e00\u53e5\u8bdd\u63cf\u8ff0\u8fd9\u4e2a\u7b56\u7565\u6700\u9002\u5408\u7684\u5e02\u573a\u73af\u5883\u662f\u4ec0\u4e48\uff1f\u300d
\n
\n

AI \u7684\u56de\u7b54\u4e0d\u4e00\u5b9a 100%\u51c6\u786e\uff0c\u4f46\u5b83\u80fd\u5e2e\u4f60\u628a\u7b56\u7565\u7684\"\u98ce\u683c\u503e\u5411\"\u8bf4\u6e05\u695a\uff0c\u8ba9\u4f60\u6709\u4e2a\u5224\u65ad\u57fa\u51c6\u3002

\u65b9\u6cd5\u4e8c\uff1a\u5206\u6bb5\u56de\u6d4b\uff0c\u5206\u5f00\u770b\u6307\u6807

\u4e0d\u8981\u53ea\u770b\u6574\u4f53\u56de\u6d4b\u66f2\u7ebf\uff0c\u8bd5\u7740\u628a\u56de\u6d4b\u65f6\u95f4\u6bb5\u5207\u5206\u6210\u51e0\u4e2a\u4e0d\u540c\u7684\u5e02\u573a\u9636\u6bb5\uff0c\u5206\u522b\u770b\u80dc\u7387\u3001\u56de\u64a4\u3001\u5e74\u5316\uff1a

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n

\u65f6\u95f4\u6bb5	\u5e02\u573a\u7279\u5f81	\u7b56\u7565\u5e74\u5316	\u6700\u5927\u56de\u64a4	\u80dc\u7387
2024 Q1	\u5927\u76d8\u84dd\u7b79\u5f3a\u52bf	?	?	?
2024 Q2-Q3	\u5c0f\u76d8\u9898\u6750\u6d3b\u8dc3	?	?	?
2025 Q3	\u5c0f\u76d8\u6d41\u52a8\u6027\u5371\u673a	?	?	?

\u5982\u679c\u4f60\u53d1\u73b0\u7b56\u7565\u5728\u67d0\u7c7b\u5e02\u573a\u73af\u5883\u4e0b\u6307\u6807\u65ad\u5d16\u5f0f\u4e0b\u8dcc\uff0c\u90a3\u5c31\u627e\u5230\u4e86\u5b83\u7684\"\u5929\u654c\"\u3002

\u65b9\u6cd5\u4e09\uff1a\u5bf9\u7167\"\u7b56\u7565\u5173\u952e\u8bcd\"\u5feb\u901f\u5224\u65ad

\u8fd9\u662f\u6211\u81ea\u5df1\u7528\u7684\u4e00\u4e2a\u7b80\u5355\u65b9\u6cd5\uff0c\u4e0d\u7cbe\u786e\uff0c\u4f46\u5feb\uff1a

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n

\u7b56\u7565\u5173\u952e\u8bcd	\u53ef\u80fd\u9002\u914d\u7684\u98ce\u683c	\u53ef\u80fd\u5931\u6548\u7684\u573a\u666f
\u5c0f\u5e02\u503c\u3001\u5fae\u76d8	\u5c0f\u76d8\u6d3b\u8dc3\u3001\u60c5\u7eea\u9ad8\u6da8	\u6d41\u52a8\u6027\u5371\u673a\u3001\u76d1\u7ba1\u6536\u7d27
\u52a8\u91cf\u3001\u5f31\u8f6c\u5f3a	\u8d8b\u52bf\u884c\u60c5\u3001\u60c5\u7eea\u4e0a\u884c	\u6a2a\u76d8\u9707\u8361\u3001\u9891\u7e41\u5047\u7a81\u7834
\u4f4e\u4f30\u503c\u3001\u9ad8\u80a1\u606f	\u907f\u9669\u60c5\u7eea\u3001\u5927\u76d8\u4ef7\u503c	\u6210\u957f\u98ce\u683c\u5360\u4f18
\u96c6\u5408\u7ade\u4ef7\u3001\u5f00\u76d8\u7b56\u7565	\u65e5\u5185\u6ce2\u52a8\u5927	\u4f4e\u6ce2\u52a8\u3001\u6210\u4ea4\u7f29\u91cf

4. \u5e02\u573a\u98ce\u683c\u5207\u6362\u4e86\uff0c\u600e\u4e48\u529e\uff1f\u56db\u79cd\u5e94\u5bf9\u65b9\u6848

\u77e5\u9053\u98ce\u683c\u5207\u6362\u4e86\u4e4b\u540e\uff0c\u8be5\u600e\u4e48\u505a\uff1f\u6211\u76ee\u524d\u5728\u7814\u7a76\u7684\u6709\u4e09\u4e2a\u65b9\u5411\uff0c\u52a0\u4e0a\u4e00\u4e2a\u4e0d\u592a\u63a8\u8350\u4f46\u6709\u65f6\u5019\u4e5f\u4e0d\u5f97\u4e0d\u9009\u7684\u65b9\u6848\u3002

\u65b9\u6848 A\uff1a\u591a\u7b56\u7565\u7ec4\u5408\uff0c\u4e3b\u52a8\u505a\u98ce\u683c\u5bf9\u51b2

\u6838\u5fc3\u903b\u8f91\uff1a\u4e0d\u628a\u9e21\u86cb\u653e\u5728\u540c\u4e00\u4e2a\u98ce\u683c\u7bee\u5b50\u91cc\u3002

\u5982\u679c\u4f60\u540c\u65f6\u8dd1\u4e00\u4e2a\u5c0f\u76d8\u7b56\u7565 + \u4e00\u4e2a\u5927\u76d8\u4ef7\u503c\u7b56\u7565\uff0c\u5728\u98ce\u683c\u5207\u6362\u65f6\uff0c\u4e24\u8005\u7684\u6536\u76ca\u4f1a\u6709\u4e00\u5b9a\u7a0b\u5ea6\u7684\u5bf9\u51b2\u2014\u2014\u5c0f\u76d8\u7b56\u7565\u56de\u64a4\u65f6\uff0c\u5927\u76d8\u7b56\u7565\u53ef\u80fd\u6b63\u5728\u76c8\u5229\u3002

\u8fd9\u4e2a\u65b9\u6848\u7684\u5173\u952e\u5728\u4e8e\uff1a\u4f60\u9009\u7684\u51e0\u4e2a\u7b56\u7565\uff0c\u5b83\u4eec\u7684\u98ce\u683c\u8981\u6709\u4e00\u5b9a\u7684\u5dee\u5f02\u5ea6\uff0c\u800c\u4e0d\u662f\u90fd\u8dd1\u540c\u7c7b\u65b9\u5411\u3002\u5982\u679c\u4f60\u8dd1\u7684 5 \u4e2a\u7b56\u7565\u5168\u662f\u5c0f\u5e02\u503c\u7b56\u7565\uff0c\u90a3\u4f60\u7684\u7ec4\u5408\u5b9e\u9645\u4e0a\u6ca1\u6709\u5206\u6563\u98ce\u9669\uff0c\u53ea\u662f\u5728\u5c0f\u5e02\u503c\u8fd9\u4e2a\u5355\u4e00\u98ce\u683c\u4e0a\u52a0\u4ed3\u4e86 5 \u6b21\u3002

\uff08\u6211\u4e4b\u524d\u5c31\u72af\u4e86\u8fd9\u4e2a\u9519\u2014\u20145 \u4e2a\u7b56\u7565\u5168\u662f\u5c0f\u5e02\u503c\uff09

\u9644\u5e26\u7684\u7b56\u7565\u5c31\u662f\u5c5e\u4e8e\u65b9\u6848 A \uff0c\u7814\u7a76\u6d4b\u8bd5\u4e2d

\u65b9\u6848 B\uff1a\u5efa\u7acb\u5e02\u573a\u72b6\u6001\u5224\u65ad\uff0c\u8c03\u5ea6\u7b56\u7565\u542f\u505c

\u6838\u5fc3\u903b\u8f91\uff1a\u8bc6\u522b\u5f53\u524d\u5e02\u573a\u6240\u5904\u7684\u98ce\u683c\uff0c\u5339\u914d\u5bf9\u5e94\u7684\u7b56\u7565\u3002

\u8fd9\u9700\u8981\u8bbe\u8ba1\u4e00\u5957\"\u5e02\u573a\u72b6\u6001\u5224\u65ad\u673a\u5236\"\uff0c\u6bd4\u5982\uff1a

\n
\u5982\u679c\u6700\u8fd1 20 \u4e2a\u4ea4\u6613\u65e5\uff0c\u4e2d\u8bc1 2000 \uff08\u5c0f\u76d8\u6307\u6570\uff09\u76f8\u5bf9\u6caa\u6df1 300 \u7684\u8d85\u989d\u6536\u76ca\u4e3a\u8d1f\uff0c\u5219\u8ba4\u4e3a\u5f53\u524d\u662f\u5927\u76d8\u98ce\u683c\u5e02\uff0c\u6682\u505c\u5c0f\u76d8\u7b56\u7565\uff0c\u5207\u6362\u5927\u76d8\u7b56\u7565\u3002
\n

\u6216\u8005\u66f4\u7b80\u5355\u7684\u60c5\u7eea\u6307\u6807\uff1a

\n
\u5982\u679c\u8fde\u7eed 5 \u4e2a\u4ea4\u6613\u65e5\uff0c\u6da8\u505c\u5bb6\u6570 <50 \uff0c\u5219\u5e02\u573a\u60c5\u7eea\u4f4e\u8ff7\uff0c\u6682\u505c\u52a8\u91cf\u7c7b\u7b56\u7565\uff0c\u4ec5\u8fd0\u884c\u9632\u5fa1\u7c7b\u7b56\u7565\u3002
\n

\u8fd9\u4e0d\u662f\u62e9\u65f6\uff08\u9884\u6d4b\u6da8\u8dcc\uff09\uff0c\u800c\u662f\u7b56\u7565\u8c03\u5ea6\u2014\u2014\u4e0d\u540c\u7684\u5de5\u5177\u7528\u5728\u4e0d\u540c\u7684\u573a\u666f\u91cc\u3002

\u65b9\u6848 C\uff1a\u7ed9\u73b0\u6709\u7b56\u7565\u52a0\"\u98ce\u683c\u8fc7\u6ee4\u5668\"

\u6838\u5fc3\u903b\u8f91\uff1a\u4e0d\u5207\u6362\u7b56\u7565\uff0c\u800c\u662f\u7ed9\u7b56\u7565\u52a0\u4e00\u4e2a\u5916\u6302\u7684\u5e02\u573a\u73af\u5883\u5224\u65ad\u5c42\u3002

\u6bd4\u5982\u5728\u5c0f\u76d8\u7b56\u7565\u91cc\u52a0\u4e00\u4e2a\u6761\u4ef6\uff1a

\n
\u5982\u679c\u4e2d\u8bc1 2000 \u6700\u8fd1 N \u5929\u8dcc\u5e45\u8d85\u8fc7 X%\uff0c\u5219\u6682\u505c\u4e70\u5165\u65b0\u4ed3\u4f4d\uff08\u4f46\u4e0d\u5f3a\u5236\u5e73\u73b0\u6709\u4ed3\u4f4d\uff09\u3002
\n

\u8fd9\u76f8\u5f53\u4e8e\u7ed9\u7b56\u7565\u52a0\u4e86\u4e00\u4e2a\"\u611f\u77e5\u5916\u90e8\u73af\u5883\"\u7684\u80fd\u529b\uff0c\u8ba9\u5b83\u5728\u4e0d\u9002\u5408\u81ea\u5df1\u7684\u571f\u58e4\u91cc\u4e3b\u52a8\"\u51ac\u7720\"\uff0c\u800c\u4e0d\u662f\u786c\u6491\u7740\u7ee7\u7eed\u4ea4\u6613\u3002

\u5728\u300a\u6211\u662f\u600e\u4e48\u7528 AI \u5206\u6790\u548c\u6539\u8fdb\u91cf\u5316\u7b56\u7565\u7684\uff08\u9644\u771f\u5b9e\u64cd\u4f5c\u6d41\u7a0b\uff09\u300b\u90a3\u7bc7\u6587\u7ae0\u91cc\u63d0\u5230\u7684\"\u5927\u76d8\u60c5\u7eea\u8fc7\u6ee4\"\u5c31\u662f\u8fd9\u4e2a\u601d\u8def\u7684\u4e00\u4e2a\u5b9e\u4f8b\u2014\u2014\u52a0\u4e86\u4e00\u4e2a\u8fde\u7eed 3 \u5929\u5927\u76d8\u5927\u8dcc\u5c31\u6682\u505c\u4e70\u5165\u7684\u6761\u4ef6\uff0c\u67d0\u51e0\u6bb5\u6781\u7aef\u56de\u64a4\u4ece 28%\u6536\u7a84\u5230 19%\u3002

\u65b9\u6848 D\uff1a\u63a5\u53d7\u56de\u64a4\uff0c\u7b49\u98ce\u683c\u56de\u5f52\uff08\u614e\u7528\uff09

\u6709\u65f6\u5019\u4f60\u4f1a\u9762\u4e34\u4e00\u79cd\u60c5\u51b5\uff1a\u7b56\u7565\u6ca1\u95ee\u9898\uff0c\u98ce\u683c\u53ea\u662f\u4e34\u65f6\u5207\u6362\uff0c\u7b49\u98ce\u683c\u56de\u5f52\u7b56\u7565\u81ea\u7136\u5c31\u597d\u4e86\u3002

\u8fd9\u4e2a\u65b9\u6848\u4e0d\u662f\u6ca1\u6709\u9053\u7406\uff0c\u4f46\u5b83\u8981\u6c42\u4f60\u5728\u4e0a\u7b56\u7565\u4e4b\u524d\u5c31\u60f3\u597d\u6781\u7aef\u60c5\u51b5\u4e0b\u7684\u5fc3\u7406\u627f\u53d7\u8fb9\u754c\uff1a

\u8fd9\u4e2a\u7b56\u7565\u6700\u5927\u56de\u64a4\u6211\u80fd\u627f\u53d7\u591a\u5c11\uff1f\uff08 30%\uff1f 50%\uff1f\uff09
\u5982\u679c\u8fde\u7eed\u4e8f\u635f 3 \u4e2a\u6708\uff0c\u6211\u8fd8\u80fd\u575a\u6301\u5417\uff1f
\u8fd9\u90e8\u5206\u8d44\u91d1\u5982\u679c\u5168\u4e8f\u4e86\uff0c\u4f1a\u4e0d\u4f1a\u5f71\u54cd\u6211\u7684\u751f\u6d3b\uff1f

\u5982\u679c\u6ca1\u6709\u63d0\u524d\u60f3\u6e05\u695a\uff0c\u5728 shi pan \u56de\u64a4\u53d1\u751f\u65f6\uff0c\u4f60\u6781\u5927\u6982\u7387\u4f1a\u505a\u51fa\u60c5\u7eea\u5316\u7684\u51b3\u7b56\uff1a\u8981\u4e48\u5728\u6700\u4f4e\u70b9\u5272\u8089\uff0c\u8981\u4e48\u4eba\u5de5\u5e72\u9884\u6253\u4e71\u673a\u5668\u8282\u594f\u2014\u2014\u8fd9\u4e5f\u662f\u6211\u5728\u300a\u7528 2 \u4e07\u8d77\u6b65\u91cf\u5316\u6295\u8d44 1 \u5e74\uff0c\u4e8f\u4e86\u591a\u5c11\uff0c\u5b66\u5230\u4e86\u4ec0\u4e48\uff1f\u300b\u90a3\u7bc7\u6587\u7ae0\u91cc\u4ea4\u8fc7\u7684\u5b66\u8d39\u3002

5. \u6211\u7684 shi pan \u6559\u8bad\uff1aQ2 \u5230 Q3 \u90a3\u6bb5\u7ecf\u5386

2025 \u5e74 Q2 \uff0c\u6211\u7684\u51e0\u4e2a\u5c0f\u5e02\u503c\u7b56\u7565\u8868\u73b0\u90fd\u4e0d\u9519\uff0c\u6a21\u62df\u76d8\u79ef\u7d2f\u4e86\u534a\u5e74\u7684\u4fe1\u5fc3\uff0c\u4e8e\u662f\u4e0a\u4e86 shi pan \u3002

\u524d\u4e24\u4e2a\u6708\uff08\u5927\u7ea6\u662f Q2 \u672b\u5230 Q3 \u521d\uff09\uff0c\u7b56\u7565\u5ef6\u7eed\u4e86\u6a21\u62df\u76d8\u7684\u72b6\u6001\uff0c\u6301\u7eed\u76c8\u5229\uff0c\u6211\u8fd8\u4ee5\u4e3a\u81ea\u5df1\u627e\u5230\u4e86\"\u7a33\u5b9a\u7684\u5370\u949e\u673a\"\u3002

\u7136\u540e Q3 \u540e\u671f\u5c0f\u76d8\u80a1\u5f00\u59cb\u8c03\u6574\u3002\u4e2d\u8bc1 2000 \u6301\u7eed\u4e0b\u884c\uff0c\u5fae\u76d8\u80a1\u91cc\u51fa\u73b0\u5927\u9762\u79ef\u4e0b\u8dcc\u3002\u6211\u7684\u7b56\u7565\u56e0\u4e3a\u5168\u90fd\u662f\u5c0f\u5e02\u503c\u65b9\u5411\uff0c\u51e0\u4e4e\u6ca1\u6709\u4efb\u4f55\u5bf9\u51b2\uff0c\u51c0\u503c\u5f00\u59cb\u76f4\u7ebf\u4e0b\u8dcc\u3002

\u90a3\u6bb5\u65f6\u95f4\u6211\u72af\u4e86\u51e0\u4e2a\u9519\u8bef\uff1a

\u6ca1\u6709\u98ce\u683c\u8fc7\u6ee4\u5668\uff1a\u7b56\u7565\u5728\u5c0f\u76d8\u6301\u7eed\u4e0b\u8dcc\u65f6\u4ecd\u7136\u5728\u4e70\u5165\uff0c\u8d8a\u4e70\u8d8a\u5957
\u6ca1\u6709\u9884\u8b66\u673a\u5236\uff1a\u53ea\u6709\u5728\u5df2\u7ecf\u5927\u5e45\u56de\u64a4\u4e4b\u540e\u624d\u610f\u8bc6\u5230\u95ee\u9898
\u4eba\u5de5\u5e72\u9884\u6253\u4e71\u8282\u594f\uff1a\u5fcd\u4e0d\u4f4f\u624b\u52a8\u5e73\u4ed3\uff0c\u7ed3\u679c\u5e73\u5728\u4f4e\u70b9\uff0c\u540e\u6765\u53cd\u5f39\u4e5f\u6ca1\u63a5\u56de\u6765\u3002\u7b56\u7565\u7a7a\u4ed3\u540e\u7684\u8d44\u91d1\uff0c\u518d\u4eba\u5de5\u4e70\u5165\uff0c\u5bfc\u81f4\u4e8f\u5f97\u66f4\u591a\uff0c\u96ea\u4e0a\u52a0\u971c\u3002

\u73b0\u5728\u56de\u5934\u770b\uff0c\u5982\u679c Q3 \u4e2d\u540e\u671f\u65f6\u6211\u6709\u4e00\u4e2a\u7b80\u5355\u7684\u5224\u65ad\uff1a\u4e2d\u8bc1 2000 \u5df2\u7ecf\u8fde\u7eed\u8dcc\u4e86 X%\uff0c\u6682\u505c\u4e70\u5165\u65b0\u4ed3\u4f4d\u2014\u2014\u53ef\u80fd\u80fd\u7701\u4e0b\u76f8\u5f53\u4e00\u90e8\u5206\u56de\u64a4\u3002

\u4e0d\u662f\u7b56\u7565\u574f\u4e86\uff0c\u800c\u662f\u571f\u58e4\u53d8\u4e86\uff0c\u6211\u7684\u7b56\u7565\u6ca1\u6709\u611f\u77e5\u5230\u8fd9\u4ef6\u4e8b\u3002

\u603b\u7ed3\uff1a\u505a\u91cf\u5316\uff0c\u5148\u641e\u6e05\u695a\u4f60\u7684\u7b56\u7565\u9002\u5408\u4ec0\u4e48\u5e02\u573a\u98ce\u683c

\u91cf\u5316\u7b56\u7565\u5f88\u50cf\u519c\u4f5c\u7269\u2014\u2014\u6c34\u7a3b\u9700\u8981\u6c34\u7530\uff0c\u5c0f\u9ea6\u9700\u8981\u65f1\u5730\uff0c\u6ca1\u6709\u4e00\u79cd\u4f5c\u7269\u80fd\u9002\u5e94\u6240\u6709\u6c14\u5019\u3002

\u4e0a shi pan \u524d\uff0c\u4f60\u9700\u8981\u56de\u7b54\u4e09\u4e2a\u95ee\u9898\uff1a

\u8fd9\u4e2a\u7b56\u7565\u9002\u5408\u4ec0\u4e48\u5e02\u573a\u98ce\u683c\uff1f \u641e\u6e05\u695a\u5b83\u7684\"\u751f\u5b58\u571f\u58e4\"
\u6211\u7684\u9a8c\u8bc1\u6709\u6ca1\u6709\u8986\u76d6\u591a\u4e2a\u98ce\u683c\u5468\u671f\uff1f \u907f\u514d\u65f6\u95f4\u7a97\u53e3\u8fc7\u62df\u5408
\u5e02\u573a\u98ce\u683c\u5207\u6362\u65f6\uff0c\u7b56\u7565\u6709\u6ca1\u6709\u5e94\u5bf9\u673a\u5236\uff1f \u8fc7\u6ee4\u5668\u3001\u8c03\u5ea6\u3001\u6216\u8005\u9884\u5148\u8bbe\u5b9a\u597d\u7684\u6b62\u635f\u7ebf

\u6ca1\u6709\u6c38\u8fdc\u6709\u6548\u7684\u7b56\u7565\uff0c\u53ea\u6709\u5339\u914d\u5f53\u524d\u571f\u58e4\u7684\u7b56\u7565\u3002

\u5e02\u573a\u98ce\u683c\u6c38\u8fdc\u5728\u8f6e\u6362\uff0c\u6211\u4eec\u80fd\u505a\u7684\uff0c\u662f\u5728\u98ce\u683c\u6765\u4e34\u4e4b\u524d\u8ba9\u7b56\u7565\u51c6\u5907\u597d\uff0c\u5728\u98ce\u683c\u5207\u6362\u65f6\u8ba9\u7b56\u7565\u4e3b\u52a8\u5e94\u5bf9\uff0c\u800c\u4e0d\u662f\u7b49\u4e8f\u591f\u4e86\u94b1\u518d\u590d\u76d8\u3002

\u6211\u76ee\u524d\u8fd8\u5728\u63a2\u7d22 ABC \u4e09\u79cd\u65b9\u6848\u7684\u7ec4\u5408\u5b9e\u8df5\uff0c\u7b49\u6709\u4e86\u66f4\u591a shi pan \u6570\u636e\uff0c\u518d\u6765\u5199\u4e00\u7bc7\u66f4\u5177\u4f53\u7684\"\u591a\u7b56\u7565\u7ec4\u5408\"\u548c\"\u5e02\u573a\u72b6\u6001\u5224\u65ad\"\u7684\u5b9e\u64cd\u6587\u7ae0\u3002

\u5982\u679c\u4f60\u4e5f\u5728\u9762\u5bf9\"\u7b56\u7565\u7a81\u7136\u4e0d\u884c\u4e86\"\u7684\u56f0\u60d1\uff0c\u6b22\u8fce\u4ea4\u6d41\u3002

\u4f5c\u8005\uff1a\u7396\u83dc\u91cf\u5316 | \u4e00\u4e2a\u4e92\u8054\u7f51\u8001\u5175\u7684\u91cf\u5316\u5b66\u4e60\u8def

\u514d\u8d23\u58f0\u660e\uff1a\u672c\u6587\u5185\u5bb9\u4ec5\u4f9b\u5b66\u4e60\u53c2\u8003\uff0c\u6240\u6d89\u7b56\u7565\u5747\u4e3a\u5386\u53f2\u56de\u6d4b\u7814\u7a76\uff0c\u4e0d\u6784\u6210\u4efb\u4f55\u6295\u8d44\u5efa\u8bae\u3002\u6295\u8d44\u98ce\u9669\u81ea\u62c5\uff0c\u4e0e\u4f5c\u8005\u65e0\u5173\u3002

\n" }, { "author": { "url": "member/shilianmlxg", "name": "shilianmlxg", "avatar": "https://cdn.v2ex.com/avatar/05ba/0783/363963_large.png?m=1715864297" }, "url": "t/1211422", "title": "\u8001\u54e5\u4eec\u540c\u610f\u8fd9\u6bb5\u8bdd\u5417?\u5728\u4e00\u4e2a\u5bb6\u65cf\u4e2d\u7b2c\u4e00\u4e2a\u63a5\u89e6\u91d1\u878d\u3001\u80a1\u7968\u3001\u57fa\u91d1\u3001\u503a\u5238\u3001\u671f\u8d27\u7684\u4eba\uff0c\u770b\u4f3c\u662f\u4e0d\u52a1\u6b63\u4e1a\uff0c\u5b9e\u5219\u662f\u4e3a\u6574\u4e2a\u5bb6\u65cf\u5b8c\u6210\u4e86\u4e00\u573a\u8ba4\u77e5\u7684\u63d0\u5347", "id": "t/1211422", "date_published": "2026-05-09T04:25:03+00:00", "content_html": "

$\"\"$

\u539f\u6587\uff1a\n\u5728\u4e00\u4e2a\u5bb6\u65cf\u4e2d\u7b2c\u4e00\u4e2a\u63a5\u89e6\u91d1\u878d\u3001\u80a1\u7968\u3001\u57fa\u91d1\u3001\u503a\u5238\u3001\u671f\u8d27\u7684\u4eba\uff0c\u770b\u4f3c\u662f\u4e0d\u52a1\u6b63\u4e1a\uff0c\u5b9e\u5219\u662f\u4e3a\u6574\u4e2a\u5bb6\u65cf\u5b8c\u6210\u4e86\u4e00\u573a\u8ba4\u77e5\u7684\u63d0\u5347\uff0c\n\u8fd9\u4e2a\u4e0d\u662f\u8d4c\u535a\uff0c\u66f4\u4e0d\u662f\u6295\u673a\uff0c\u800c\u662f\u9009\u62e9\u6210\u4e3a\u8d44\u672c\u6d41\u52a8\u7684\u53c2\u4e0e\u8005\uff0c\u800c\u975e\u65c1\u89c2\u8005\u3002\n\u52b3\u52a8\u80fd\u8ba9\u4f60\u5b58\u6d3b\uff0c\u53ea\u6709\u8d44\u672c\u624d\u80fd\u8ba9\u4f60\u81ea\u7531\u3002\n\u53ef\u60b2\u7684\u662f\uff0c\u5f88\u591a\u4eba\u7ecf\u5e38\u6050\u60e7\u8d44\u672c\u7684\u98ce\u9669\uff0c\u5374\u5766\u7136\u63a5\u53d7\u4e86\u901a\u8d27\u81a8\u80c0\u548c\u8d27\u5e01\u8d2c\u503c\u4ee5\u53ca\u610f\u5916\u4e8b\u6545\u548c\u5927\u75c5\u8fd4\u8d2b\u7684\u66f4\u5927\u98ce\u9669\uff0c\u591a\u5c11\u4eba\u5b81\u613f\u627f\u53d7\u786e\u5b9a\u6027\u7684\u8d2b\u7a77\uff0c\u4e5f\u4e0d\u6562\u9762\u5bf9\u4e0d\u786e\u5b9a\u6027\u7684\u53ef\u80fd\u7684\u8d22\u5bcc\u3002\n\u5982\u679c\u4f60\u662f\u5bb6\u65cf\u4e2d\u7b2c\u4e00\u4e2a\u6562\u5403\u8783\u87f9\u7684\u4eba\uff0c\u90a3\u4e48\u4f60\u7684\u5b64\u72ec\u548c\u8bd5\u63a2\u5b9e\u5219\u662f\u6574\u4e2a\u5bb6\u65cf\u8d22\u52a1\u53f2\u4e0a\u7684\u8f6c\u6298\u70b9\uff0c\u662f\u6253\u7834\u4f20\u7edf\u81f4\u5bcc\u6a21\u5f0f\u7684\u5c1d\u8bd5\u3002\n\u4f60\u5efa\u7acb\u7684\u4e0d\u53ea\u662f\u4e00\u7b14\u6295\u8d44\uff0c\u800c\u662f\u4e00\u79cd\u5fc3\u7406\u9057\u4f20\uff0c\u662f\u5bf9\u590d\u5229\u7684\u7406\u89e3\uff0c\u662f\u5bf9\u98ce\u9669\u7684\u5ea6\u91cf\u3002\n\u8fd9\u6761\u8def\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u4f60\u7b2c\u4e00\u4e2a\u8d26\u6237\u7684\u6570\u5b57\u662f\u591a\u5c11\uff0c\u800c\u5728\u4e8e\u4ece\u6b64\u4ee5\u540e\u5bb6\u65cf\u540e\u4ee3\u9762\u5bf9\u8d22\u5bcc\u65f6\u773c\u91cc\u591a\u4e86\u4e00\u79cd\u9009\u62e9\u3002

\n" }, { "author": { "url": "member/ulyssess", "name": "ulyssess", "avatar": "https://cdn.v2ex.com/gravatar/b5f8a1aa553f26a18229d6046f17e5f1?s=73&d=retro" }, "url": "t/1211419", "date_modified": "2026-05-09T05:29:25+00:00", "content_html": "

20 \u5e74\u7684\u65f6\u5019\u53d7\u5230\u540c\u4e8b\u7684\u5f71\u54cd\uff0c\u5f00\u59cb\u4e70\u57fa\u91d1\uff0c\u7eaf\u5c0f\u767d\u6ca1\u6709\u4efb\u4f55\u7406\u8d22\u77e5\u8bc6\uff0c\u8fde PE \u662f\u4ec0\u4e48\u8fd9\u4e9b\u57fa\u7840\u90fd\u4e0d\u61c2\uff0c\u5598\u7740 10 \u4e07\u672c\u91d1\u5165\u5e02\uff0c\u8ddf\u98ce\u4e70\u7684\u90fd\u662f\u5f53\u65f6\u70ed\u95e8\u7684\uff08\u767d\u9152\uff0c\u533b\u7597\uff0c\u65b0\u80fd\u6e90\uff0c\u4e2d\u6982\u4e92\u8054\uff09\uff0c\u556a\u7684\u4e00\u4e0b\u5f88\u5feb\u8d5a\u4e86 2 \u4e07\uff0c\u6cbe\u6cbe\u81ea\u559c\uff0c\u5f00\u59cb\u6d6e\u76c8\u52a0\u4ed3\uff08\u533b\u7597\uff0c\u65b0\u80fd\u6e90\uff09\uff0c\u534a\u5c71\u8170\u6284\u5e95\uff08\u4e2d\u6982\u4e92\u8054\uff09\uff0c\u597d\u666f\u4e0d\u957f\uff0c21 \u5e74\u5f00\u59cb\u8f6c\u718a\uff0c\u4f46\u662f\u81ea\u5df1\u5b8c\u5168\u6ca1\u6709\u725b\u718a\u8f6c\u6362\u7684\u610f\u8bc6\uff0c\u8fd8\u4ee5\u4e3a\u662f\u77ed\u671f\u56de\u8c03\u3001\u5012\u8f66\u63a5\u4eba\uff0c\u800c\u4e14\u542c\u7f51\u4e0a\u8bf4\u57fa\u91d1\u662f\u957f\u671f\u6295\u8d44\uff0c\u8dcc\u4e86\u8981\u52a0\u4ed3\uff0c\u4e8e\u662f\u8d8a\u8dcc\u8d8a\u52a0\uff0c\u53c8\u6ca1\u6709\u505a\u4ed3\u4f4d\u7ba1\u7406\uff0c\u5bfc\u81f4\u5927\u90e8\u5206\u4ed3\u4f4d\u52a0\u5230\u4e86\u534a\u5c71\u8170\uff0c\u53cd\u800c\u7b49\u5230\u4e86\u771f\u7684\u5e95\u90e8\u7684\u65f6\u5019\u770b\u5230\u8d26\u6237\u7684\u6536\u76ca\u7387\u7edd\u671b\u4e86\uff0c\u4e0d\u6562\u52a0\u4e86\uff0c\u6700\u7ec8\u672c\u91d1\u52a0\u5230 20w \uff0c24 \u5e74\u7684\u65f6\u5019\u4e8f\u635f\u6700\u9ad8 8w.\n22-24 \u5e74\u4e2d\u95f4\u6bcf\u5929\u90fd\u662f\u6301\u7eed\u9634\u8dcc\uff0c\u4e00\u6253\u5f00\u8d26\u6237\u5c31\u662f\u7eff\u7684\uff0c\u6bcf\u5929\u90fd\u6709\u4e00\u79cd\u60f3\u5272\u8089\u518d\u4e5f\u4e0d\u73a9\u7684\u5f3a\u70c8\u51b2\u52a8\uff0c\u4f46\u662f\u5fcd\u4f4f\u4e86\u3002

\u56de\u672c\u5386\u7a0b\uff1a\n24 \u5e74\u770b\u89c1\u5176\u4ed6\u57fa\u91d1\u4e5f\u8dcc\u4e86\u5f88\u591a\uff0c\u5f00\u59cb\u628a\u533b\u7597\uff0c\u65b0\u80fd\u6e90\uff0c\u4e2d\u6982\u4e92\u8054\u5168\u90e8\u5272\u8089\u8f6c\u6362\u5230\u4e86\u79d1\u521b\uff0c\u521b\u4e1a\u677f\u8fd9\u79cd\u5bbd\u57fa\uff0c\u9760 25 \u5e74\u8fd9\u6ce2 AI \u725b\u5e02\u56de\u4e86\u4e00\u534a\u7684\u672c\uff0c\u73b0\u5728\u5df2\u7ecf\u6b62\u76c8\u5927\u90e8\u5206\u4e86\u3002\n\u7531\u4e8e\u88ab\u5927 A \u5272\u6015\u4e86\uff0c\u5f00\u59cb\u628a\u76ee\u5149\u8f6c\u5411\u5176\u4ed6\u5e02\u573a\uff0c24 \u5e74\u5e74\u5e95\u5f00\u59cb\u5b9a\u6295\u7eb3\u65af\u8fbe\u514b\uff0c\u5b9a\u6295\u63a5\u8fd1\u4e24\u5e74\u6295\u4e86 20w \u8fdb\u53bb\u4e86\uff0c\u5f97\u76ca\u4e8e\u6700\u8fd1\u4e00\u4e2a\u6708\u7684\u5927\u6da8\uff0c\u76ee\u524d\u6d6e\u76c8 20%\uff0c\u53e6\u5916\u4e00\u534a\u4e5f\u56de\u672c\u4e86.

\u81f3\u6b64\u4e8f\u5f97 8w \u6574\u4f53\u7ec8\u4e8e\u56de\u672c\u4e86\uff0c\u867d\u7136\u7b97\u4e0a\u8d44\u91d1\u7684\u65f6\u95f4\u6210\u672c\uff08 20 \u5e74\u7684\u65f6\u5019 3 \u5e74\u5b9a\u671f\u8fd8\u80fd\u5230 4 \u4e2a\u70b9\u4ee5\u4e0a\uff09\uff0c\u603b\u4f53\u8fd8\u662f\u4e8f\u4e86\u3002

\u73b0\u5728\u7684\u4ed3\u4f4d\u914d\u7f6e\uff1a\u7eb3\u6307\u6807\u666e 50% + \u7ea2\u5229 20% + \u6052\u79d1 10% + A \u80a1 10% + \u9ec4\u91d1 10%\uff0c\u6253\u7b97\u957f\u671f\u62ff\uff0c\u76ee\u6807\u662f\u628a\u603b\u4ed3\u4f4d\u5e72\u5230 100w \u3002

20-26 \u5e74\u4e5f\u7b97\u8d70\u8fc7\u4e86\u4e00\u4e2a\u725b\u718a\u5468\u671f\u4e86\uff0c\u867d\u7136\u94b1\u662f\u6ca1\u6323\u5230\uff0c\u800c\u4e14\u8fd8\u6709\u53ef\u80fd\u968f\u65f6\u4e8f\u56de\u53bb\uff0c\u4f46\u662f\u5fc3\u6001\u4e0a\u6de1\u5b9a\u4e86\u5f88\u591a\uff0c\u4e5f\u662f\u4ece\u5c0f\u97ed\u83dc\u53d8\u6210\u8001\u97ed\u83dc\u4e86\uff0c\u8bf4\u4e0b\u81ea\u5df1\u73a9\u4e86\u8fd9\u4e48\u4e45\u89c9\u5f97\u6295\u8d44\u4e2d\u6bd4\u8f83\u91cd\u8981\u7684\u51e0\u4e2a\u70b9\u5427\uff1a

\u6807\u7684\u9009\u62e9\uff1a\u65b9\u5411\u9519\u4e86\u518d\u600e\u4e48\u52aa\u529b\u90fd\u662f\u767d\u8d39\u3002\u666e\u901a\u4eba\u4fe1\u606f\u592a\u6709\u9650\uff0c\u4e2a\u80a1\u548c\u884c\u4e1a\u8fd9\u79cd\u4e0d\u786e\u5b9a\u6027\u592a\u5927\uff0c\u51e0\u5e74\u524d\u7684\u767d\u9152\u533b\u7597\uff0c\u65b0\u80fd\u6e90\u8981\u662f\u62ff\u5230\u73b0\u5728\u4e5f\u56de\u4e0d\u4e86\u672c\uff0c\u73b0\u5728\u7684\u8fd9\u8f6e\u725b\u5e02\u7684 CPO \uff0c\u534a\u5bfc\u4f53\u51e0\u5e74\u540e\u600e\u4e48\u6837\u4e5f\u4e0d\u597d\u8bf4\uff0c\u5bf9\u666e\u901a\u4eba\u6765\u8bf4\uff0c\u6307\u6570\u662f\u6bd4\u8f83\u597d\u7684\u9009\u62e9\uff0c\u5c31\u7b97\u4e70\u5728\u5c71\u9876\uff0c\u53ea\u8981\u62ff\u7684\u591f\u4e45\u90fd\u6709\u56de\u672c\u7684\u5e0c\u671b\u3002
\u4ed3\u4f4d\u7ba1\u7406\uff1a\u4e70\u5165\u4e00\u4e2a\u4efb\u4f55\u4e00\u4e2a\u7968\u7684\u65f6\u5019\u90fd\u8981\u95ee\u95ee\u81ea\u5df1\uff0c\u73b0\u5728\u7684\u4f4d\u7f6e\uff08 PE \uff09\u662f\u9ad8\u662f\u4f4e\uff0c\u5e94\u8be5\u7ed9\u591a\u5c11\u4ed3\u4f4d\uff0c\u81ea\u5df1\u7684\u6253\u7b97\u6295\u5165\u7684\u603b\u4ed3\u4f4d\u662f\u591a\u5c11\uff0c\u4ec0\u4e48\u65f6\u5019\u6b62\u76c8\uff0c\u80fd\u591f\u627f\u53d7\u591a\u5927\u7684\u6d6e\u4e8f\uff0c\u5982\u679c\u4ece\u73b0\u5728\u7684\u4f4d\u7f6e\u8dcc\u4e86 30%\u5e94\u8be5\u600e\u4e48\u529e\uff1f\u8dcc\u4e86\u662f\u5e94\u8be5\u52a0\u4ed3\uff08\u52a0\u4ed3\u5e94\u8be5\u600e\u4e48\u52a0\uff0c\u6bcf\u8dcc\u591a\u5c11\u52a0\u591a\u5c11\uff09\uff0c\u8fd8\u662f\u53ca\u65f6\u6b62\u635f\uff08\u4e8f\u591a\u5c11\u6b62\u635f\uff09\uff0c\u8fd9\u4e9b\u4e70\u4e4b\u524d\u5c31\u5e94\u8be5\u60f3\u597d\u751a\u81f3\u5199\u4e0b\u6765\u3002
\u5fc3\u6001\u7ba1\u7406\uff1a\u4efb\u4f55\u4e00\u4e2a\u4e1c\u897f\u53ea\u8981\u5f00\u59cb\u4e0b\u8dcc\u5c31\u662f\u4e00\u5806\u9b3c\u6545\u4e8b\u6765\u5413\u4f60\uff0c\u5982\u4f55\u514b\u670d\u8d2a\u5a6a\u548c\u6050\u60e7\uff0c\u4e25\u683c\u6267\u884c\u4ea4\u6613\u7eaa\u5f8b\uff0c\u8fd9\u662f\u6700\u96be\u7684\u3002

v \u53cb\u4eec\u53ef\u4ee5\u8bf4\u4e0b\u4f60\u4eec\u7406\u8d22\u6295\u8d44\u4e2d\u8e29\u8fc7\u7684\u5751~

\n", "date_published": "2026-05-09T04:13:58+00:00", "title": "\u4e70\u57fa\u91d1 6 \u5e74\u7ec8\u4e8e\u56de\u672c\u4e86\uff0c\u8bf4\u4e0b\u7406\u8d22\u6295\u8d44\u4e2d\u8e29\u8fc7\u7684\u5751", "id": "t/1211419" }, { "author": { "url": "member/sddi", "name": "sddi", "avatar": "https://cdn.v2ex.com/gravatar/99fa0ef155b8e3d9a8e44a3e1d277af7?s=73&d=retro" }, "url": "t/1211355", "title": "\u8fd9\u51e0\u5929\u7684\u7f8e\u80a1\uff0c\u662f\u4e0d\u662f\u8ba9\u5927\u5bb6\u840c\u53d1\u4e86\u4e0d\u4e0a\u73ed\u7684\u5ff5\u5934", "id": "t/1211355", "date_published": "2026-05-09T01:53:50+00:00", "content_html": "\u8fd9\u9635\u5b50\uff0c\u7f8e\u80a1\u4e00\u987f\u6da8\uff0c\u591a\u5c11 v \u53cb\u6709\u4e0d\u4e0a\u73ed\u7684\u5ff5\u5934\u4e86\uff0c\u786e\u5b9e\u8ddf\u4e4b\u524d v \u53cb\u8bf4\u7684\u4f3c\u7684\uff0c\u6bcf\u6b21\u7f8e\u80a1\u4e0b\u8dcc\u5c31\u662f\u7ed9\u4f60\u52a0\u4ed3\u3001\u5b9a\u6295\u7684\u673a\u4f1a\u5440\u3002v \u53cb\u8bda\u4e0d\u6b3a\u6211\uff0c\u611f\u8c22\u611f\u8c22\u3002" }, { "author": { "url": "member/fighteryu", "name": "fighteryu", "avatar": "https://cdn.v2ex.com/gravatar/07d73699b276b15e576a9cde848e7931?s=73&d=retro" }, "url": "t/1211345", "date_modified": "2026-05-09T02:36:48+00:00", "content_html": "

\u5728 2026 \u5e74\u7684 A \u80a1\u5e02\u573a\uff0c\u6211\u4eec\u4e0d\u4ec5\u5728\u4e0e\u4eba\u535a\u5f08\uff0c\u66f4\u662f\u5728\u4e0e\u2018\u65f6\u95f4\u5e8f\u5217\u2019\u80cc\u540e\u7684\u5e7d\u7075\u5171\u821e\u3002\u7ad9\u5728 2026 \u5e74\u8fd9\u4e2a\u8282\u70b9\uff0c\u8001\u6d3e\u7684\u6280\u672f\u5206\u6790\u6b63\u9762\u4e34\u524d\u6240\u672a\u6709\u7684\u751f\u5b58\u5371\u673a\u3002\u968f\u7740\u5168\u9762\u6ce8\u518c\u5236\u7684\u6df1\u5316\u548c\u8d85\u9ad8\u9891\u91cf\u5316\u7b97\u6cd5\u7684\u666e\u53ca\uff0c\u4f20\u7edf\u7684 MACD \u3001KDJ \u751a\u81f3\u66fe\u7ecf\u88ab\u5949\u4e3a\u795e\u8c15\u7684\u201c\u4ed9\u4eba\u6307\u8def\u201d\u5f62\u6001\uff0c\u4f3c\u4e4e\u90fd\u5728\u88ab\u67d0\u79cd\u65e0\u5f62\u7684\u529b\u91cf\u7cbe\u51c6\u6536\u5272\u3002\u5f53\u5e02\u573a\u9677\u5165\u201c\u91cf\u4ef7\u8ff7\u96fe\u201d\uff0c\u6563\u6237\u4e0e\u5927\u6237\u7684\u535a\u5f08\u5df2\u4e0d\u518d\u4ec5\u4ec5\u4f53\u73b0\u5728\u76d8\u53e3\u7684\u6302\u5355\u4e0a\uff0c\u800c\u53d8\u6210\u4e86\u7b97\u529b\u4e0e\u903b\u8f91\u7684\u7ec8\u6781\u8d5b\u8dd1\u3002\u6700\u8fd1\u770b\u5230 Kronos \u91d1\u878d\u6a21\u578b\uff0c\u6211\u51b3\u5b9a\u5c1d\u8bd5\u5c06 Kronos \u63a5\u5165\u6211\u7684 A \u80a1\u91cf\u5316\u5de5\u4f5c\u6d41\u3002\n\u9996\u5148\u4ecb\u7ecd\u4e00\u4e0b Kronos \u3002Kronos \u662f\u4e00\u4e2a\u4e13\u4e3a\u91d1\u878d\u5e02\u573a\"\u8bed\u8a00\"\u2014\u2014K \u7ebf\u5e8f\u5217\u9884\u8bad\u7ec3\u7684 decoder-only \u57fa\u7840\u6a21\u578b\u7cfb\u5217\u3002\u4e0e\u901a\u7528\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u6a21\u578b\uff08 TSFM \uff09\u4e0d\u540c\uff0cKronos \u4e13\u95e8\u8bbe\u8ba1\u7528\u4e8e\u5904\u7406\u91d1\u878d\u6570\u636e\u72ec\u7279\u7684\u9ad8\u566a\u58f0\u7279\u6027\u3002\u5b83\u91c7\u7528\u521b\u65b0\u7684\u4e24\u9636\u6bb5\u6846\u67b6\uff1a\u4e13\u7528\u5206\u8bcd\u5668\u9996\u5148\u5c06\u8fde\u7eed\u7684\u591a\u7ef4 K \u7ebf\u6570\u636e\uff08 OHLCV \uff09\u91cf\u5316\u4e3a\u5206\u5c42\u79bb\u6563\u4ee4\u724c\u3002\u968f\u540e\u57fa\u4e8e\u8fd9\u4e9b\u4ee4\u724c\u9884\u8bad\u7ec3\u5927\u578b\u81ea\u56de\u5f52 Transformer \uff0c\u4f7f\u5176\u6210\u4e3a\u9002\u7528\u4e8e\u591a\u79cd\u91cf\u5316\u4efb\u52a1\u7684\u7edf\u4e00\u6a21\u578b\u3002\n $\"kronos\"$ \n\u6211\u82b1\u4e86\u534a\u5929\u7684\u65f6\u95f4\u5728\u672c\u5730\u4f7f\u7528 Kronos \u6a21\u578b\u548c qlib \u6570\u636e\uff0c\u5728 CPU \u4e0a\u9884\u6d4b\u672a\u6765\u4ea4\u6613\u65e5\u7684 K \u7ebf\u8d70\u52bf\uff0c\u5e76\u8f93\u51fa\uff1aK \u7ebf\u56fe\uff08\u5355\u56fe\uff0c\u4e0a\u9884\u6d4b\u4e0b\u771f\u5b9e\uff09\u3002\n\u811a\u672c\u652f\u6301\u4e24\u7c7b\u6a21\u578b\u8f93\u5165\uff1aKronos \u5b98\u65b9\u6a21\u578b\u76ee\u5f55\u548c\u666e\u901a PyTorch \u6a21\u578b\u6587\u4ef6

\u9879\u76ee\u76ee\u5f55\u683c\u5f0f\uff1a

\u251c\u2500\u2500 kronos_qlib_predict.py\n\u251c\u2500\u2500 README.md\n\u251c\u2500\u2500 qlib_data/\n\u251c\u2500\u2500 model/\n\u251c\u2500\u2500 tokenizer/\n\u2514\u2500\u2500 Kronos/\n

\u76ee\u5f55\u8bf4\u660e\uff1a

model/\uff1a\u672c\u5730 Kronos \u6a21\u578b\u76ee\u5f55\ntokenizer/\uff1a\u672c\u5730 Kronos tokenizer \u76ee\u5f55\nKronos/\uff1a\u5b98\u65b9\u6e90\u7801\u4ed3\u5e93\uff0c\u7528\u4e8e\u63d0\u4f9b model.py\n

\u672c\u5730\u73af\u5883\u8981\u6c42\uff1a

CPU \u73af\u5883\u5373\u53ef\n\u5df2\u5b89\u88c5\u672c\u5730 qlib \u6570\u636e\n\u4e0b\u8f7d\u6a21\u578b\u548c tokenizer\n

\u4e0b\u8f7d Kronos \u6a21\u578b\uff0c\u63a8\u8350\u4f7f\u7528 Hugging Face Hub \u7684\u6574\u4ed3\u4e0b\u8f7d\uff0c\u800c\u4e0d\u662f\u624b\u52a8\u62f7\u8d1d\u5355\u4e2a\u6587\u4ef6\uff1a

python -c \"from huggingface_hub import snapshot_download; snapshot_download(repo_id='NeoQuasar/Kronos-base', local_dir='/Users/fighteryu/Downloads/kronos_demo/model', local_dir_use_symlinks=False)\"\n

\u4e0b\u8f7d tokenizer

\u6a21\u578b\u76ee\u5f55\u4e2d\u81f3\u5c11\u5e94\u5305\u542b\uff1a

model.safetensors \u6216\u5176\u4ed6*.safetensors\ntokenizer \u76ee\u5f55\u4e2d\u5e94\u5305\u542b tokenizer \u6240\u9700\u914d\u7f6e\u548c\u8bcd\u8868\u6587\u4ef6\u3002\n

\u4e0b\u8f7d\u5b98\u65b9 Kronos \u6e90\u7801

\u5f53\u524d\u811a\u672c\u5728\u52a0\u8f7d Kronos \u5b98\u65b9\u6a21\u578b\u65f6\uff0c\u4f1a\u4f7f\u7528\uff1a

from model import Kronos, KronosTokenizer, KronosPredictor

\u56e0\u6b64\u9700\u8981\u672c\u5730\u5b58\u5728\u5b98\u65b9\u4ee3\u7801\u4ed3\u5e93\uff1a

git clone https://github.com/shiyu-coder/Kronos.git\n

\u8fd0\u884c\u811a\u672c\u65f6\uff0c\u9700\u8981\u628a Kronos \u4ed3\u5e93\u52a0\u5165 PYTHONPATH\uff1a

\u6807\u51c6\u8fd0\u884c\u65b9\u6cd5

 --provider-uri ~/Downloads/kronos_demo/qlib_data \\\n --instrument sh600519 \\\n --start 2023-01-01 \\\n --end 2024-12-31 \\\n --model-path ~/Downloads/kronos_demo/model \\\n --tokenizer-path ~/Downloads/kronos_demo/tokenizer \\\n --window 64 \\\n --horizon 5 \\\n --seed 40 \\\n --out ~/Downloads/kronos_demo/kronos_pred.csv \\\n --chart-out ~/Downloads/kronos_demo/kronos_pred.png\n

\u6267\u884c\u9884\u6d4b K \u7ebf\u7ed3\u679c\u8f93\u51fa K \u7ebf\u56fe\n $\"\u9884\u6d4b$ \n\u80a1\u7968\u4ef7\u683c\u53c2\u6570\u4f1a\u8f93\u51fa\u5230\u8868\u683c\u4e2d\uff0c\u7ec8\u7aef\u8f93\u51fa\u5982\u4e0b\u56fe\n $\"\u4ef7\u683c\"$ \n\u5982\u679c\u662f\u9884\u6d4b\u7684\u5386\u53f2\u7684\u4ea4\u6613\u6570\u636e\uff0c\u751f\u6210\u7684\u56fe\u7247\u4f1a\u5c55\u793a\u9884\u6d4b K \u7ebf\u548c\u5b9e\u9645 K \u7ebf\uff0c\u6211\u4eec\u53ef\u4ee5\u4ece\u56fe\u4e0a\u76f4\u89c2\u7684\u770b\u5230\u9884\u6d4b\u548c\u5b9e\u9645 K \u7ebf\u7684\u5dee\u522b\n $\"\u5bf9\u6bd4\"$ \n\u53c2\u6570\u641c\u7d22\uff08\u81ea\u52a8\u56de\u6d4b\uff09

\u5982\u679c\u4f60\u8981\u81ea\u52a8\u627e\u66f4\u4f18\u53c2\u6570\uff08 window / T / top_p / sample_count \uff09\uff0c\u53ef\u4ee5\u4f7f\u7528--tune\uff1a

 --provider-uri ~/Downloads/kronos_demo/qlib_data \\\n --instrument sh600519 \\\n --start 2021-01-01 \\\n --end 2024-12-31 \\\n --model-path ~/Downloads/kronos_demo/model \\\n --tokenizer-path ~/Downloads/kronos_demo/tokenizer \\\n --horizon 5 \\\n --seed 40 \\\n --tune \\\n --grid-window 64,128,256,384 \\\n --grid-temp 1.0,0.9,0.7 \\\n --grid-top-p 0.95,0.9,0.8 \\\n --grid-sample-count 1,5,10 \\\n --tune-stride 5 \\\n --tune-max-windows 120 \\\n --tune-out ~/Downloads/kronos_demo/kronos_tune_scores.csv\n

\u8bf4\u660e\uff1a

\u4f1a\u5728\u5386\u53f2\u533a\u95f4\u505a\u6eda\u52a8\u56de\u6d4b

\u8bc4\u5206\u6307\u6807\u4e3a close \u7684 MAE / RMSE / MAPE

\u7ed3\u679c\u4f1a\u4fdd\u5b58\u5230--tune-out

\u7a0b\u5e8f\u4f1a\u6253\u5370 RMSE(close)\u6700\u4f18\u53c2\u6570\u7ec4\u5408

$\"RMSE\"$

\u5982\u4f55\u63d0\u9ad8\u9884\u6d4b\u7684\u6570\u636e\u51c6\u786e\u7387\uff1f\u63d0\u5347\u51c6\u786e\u7387\u6700\u6709\u6548\u7684\u662f\u8fd9\u51e0\u4ef6\u4e8b\uff08\u6309\u4f18\u5148\u7ea7\uff09\uff1a

\u5148\u505a\u53ef\u590d\u73b0\u8bc4\u4f30\u518d\u8c03\u53c2\uff1a\u56fa\u5b9a--seed \uff0c\u56fa\u5b9a\u56de\u6d4b\u533a\u95f4\uff0c\u6309\u6eda\u52a8\u7a97\u53e3\u8bc4\u4f30 MAE/RMSE/MAPE \uff0c\u5148\u5efa\u7acb baseline \u3002

\u8c03 window \uff08\u6700\u5173\u952e\uff09\uff1a\u522b\u53ea\u7528 64 \uff0c\u5efa\u8bae\u7f51\u683c 64/128/256/384/512 \uff1b Kronos-base \u4e0a\u4e0b\u6587\u4e0a\u9650\u901a\u5e38 512 \u3002

\u8c03\u91c7\u6837\u53c2\u6570\uff0c\u968f\u673a\u6027\u8f83\u5f3a\u3002\u8981\u66f4\u7a33\u53ef\u8bd5\uff1a

\u6309\u6807\u7684\u505a\u72ec\u7acb\u6700\u4f18\u53c2\u6570\uff1a\u4e0d\u540c\u80a1\u7968\u6ce2\u52a8\u7ed3\u6784\u5dee\u5f02\u5927\uff0c\u53c2\u6570\u4e0d\u5e94\u4e00\u5957\u901a\u5403\u3002

\u6570\u636e\u8d28\u91cf\u4f18\u5148\uff1a\u786e\u8ba4 qlib \u6570\u636e\u65e0\u7f3a\u5931/\u5f02\u5e38\u70b9\uff0cfactor \u5904\u7406\u4e00\u81f4\uff0c\u907f\u514d\u672a\u6765\u6570\u636e\u6cc4\u6f0f\u3002

\u5206\u5e02\u573a/\u5206\u5468\u671f\u5efa\u6a21\uff1aA \u80a1\u3001\u6e2f\u80a1\u3001\u7f8e\u80a1\u6df7\u5728\u4e00\u8d77\u76f4\u63a5\u63a8\u7406\u5e38\u4f1a\u964d\u7cbe\u5ea6\uff1b\u4e0d\u540c\u9891\u7387\uff08\u65e5\u7ebf/5min \uff09\u4e5f\u8981\u5206\u5f00\u8c03\u3002

\u5f15\u5165\u771f\u5b9e\u4ea4\u6613\u65e5\u5386\uff1a\u4f60\u73b0\u5728\u672a\u6765\u65e5\u671f\u7528 B \uff0c\u4e0e\u771f\u5b9e\u4ea4\u6613\u65e5\u53ef\u80fd\u4e0d\u5b8c\u5168\u4e00\u81f4\uff0c\u5efa\u8bae\u7528\u4ea4\u6613\u6240\u65e5\u5386\u751f\u6210\u9884\u6d4b\u65e5\u671f\uff0c\u51cf\u5c11\u65f6\u95f4\u9519\u4f4d\u8bef\u5dee\u3002

\u5982\u679c\u5141\u8bb8\u8bad\u7ec3\uff1a\u505a\u5fae\u8c03\uff08\u63d0\u5347\u6700\u5927\uff09\uff1a\u7528\u4f60\u7684\u76ee\u6807\u6807\u7684/\u884c\u4e1a\u6570\u636e\u505a\u8f7b\u91cf finetune \uff0c\u901a\u5e38\u6bd4\u7eaf zero-shot \u63d0\u5347\u660e\u663e\u3002

\u7ed9\u4f60\u4e00\u4e2a\u6700\u5b9e\u7528\u7684\u6267\u884c\u987a\u5e8f\uff08 1 \u5929\u5185\u53ef\u505a\uff09\uff1a

\u56fa\u5b9a seed + \u56fa\u5b9a\u8bc4\u4f30\u96c6

\u8dd1 window \u7f51\u683c

\u5728\u6700\u4f73 window \u4e0a\u8c03 T/top_p/sample_count

\u8f93\u51fa\u6bcf\u7ec4\u53c2\u6570\u7684 MAE/RMSE \u8868\uff0c\u9009\u6700\u4f18

\u518d\u8003\u8651\u662f\u5426 finetune

\u5982\u679c\u5927\u5bb6\u5bf9\u6211\u7684\u8bdd\u9898\u611f\u5174\u8da3\u7684\u8bdd\u53ef\u4ee5\ud83d\udc4d\u2795\u5173\u6ce8\u54e6\uff01

$\"code\"$

\u539f\u6587\u8f6c\u8f7d\u81ea\uff1aKronos \u5165\u573a\uff1a\u5f53 AI \u8fdb\u5316\u5230\u53ef\u4ee5\u201c\u753b\u51fa\u201d\u660e\u5929\u7684 K \u7ebf

\n", "date_published": "2026-05-09T01:40:07+00:00", "title": "Kronos \u5165\u573a\uff1a\u5f53 AI \u8fdb\u5316\u5230\u53ef\u4ee5\u201c\u753b\u51fa\u201d\u660e\u5929\u7684 K \u7ebf", "id": "t/1211345" }, { "author": { "url": "member/ljian6530", "name": "ljian6530", "avatar": "https://cdn.v2ex.com/gravatar/4a88e39906fd3b1f30d2f684af5ee9bf?s=73&d=retro" }, "url": "t/1211295", "date_modified": "2026-05-08T20:20:27+00:00", "content_html": "\u6709\u8ba4\u8bc6\u5238\u5546\u8d77\u5f00\u6237\u7ecf\u7406\uff0c\u60f3\u5f00\u4e2a\u4e07\u4e00\u514d\u4e94\u7684\u7528\u6765\u5b9a\u6295\u9ebb\u70e6\u7559\u4e2a\u7ecf\u7406\u8054\u7cfb\u65b9\u5f0f\uff0c\u4e07\u5206\u611f\u8c22\ud83d\ude4f", "date_published": "2026-05-08T14:10:48+00:00", "title": "\u6709\u8ba4\u8bc6\u5238\u5546\u5f00\u6237\u7ecf\u7406\uff0c\u60f3\u5f00\u4e2a\u4e07\u4e00\u514d\u4e94\u7684\u7528\u6765\u5b9a\u6295", "id": "t/1211295" }, { "author": { "url": "member/YiCheng88", "name": "YiCheng88", "avatar": "https://cdn.v2ex.com/gravatar/4ada9c580510931b412d147e5c5710a4?s=73&d=retro" }, "url": "t/1211047", "date_modified": "2026-05-08T01:19:33+00:00", "content_html": "

\u7eb3\u6307\u4ece\u53bb\u5e74 10 \u6708\u4efd\u5165\u573a \u57fa\u672c\u6a2a\u76d8\u8c03\u6574 \u76f4\u5230 4 \u6708\u4efd\u624d\u8d77\u98de\uff0c \u8fd9\u671f\u95f4 \u6709\u4e24\u6b21 \u5927\u4e00\u70b9\u7684\u56de\u8c03 \u90fd\u4f4e\u5438\u4e0a\u4e86\uff0c

4 \u6708\u4efd\u8d8a\u6da8\u8d8a\u614c \u56e0\u4e3a\u4e4b\u524d \u4e00\u5230 26000 \u5c31\u5f00\u59cb\u56de\u8c03\uff0c \u6240\u4ee5 \u4e94\u4e00\u8282\u524d \u5c31\u5750\u4e0d\u4f4f\u6e05\u6389\u4e86 70% \u5269\u4e86\u4e2a\u5e95\u4ed3\uff0c\u6211\u4e70\u7684\u662f\u57fa\u91d1

\u7ed3\u679c\u9519\u8fc7 10 \u4e2a\u70b9\u7684\u6da8\u5e45 \u5509

\n", "date_published": "2026-05-08T01:18:14+00:00", "title": "\u8dcc\u7684\u65f6\u5019\u6b7b\u62ff \u4e00\u4e0a\u6da8\u5c31\u62ff\u4e0d\u4f4f\u4e86 \u6709\u6ca1\u6709\u4e00\u6837\u7684", "id": "t/1211047" }, { "author": { "url": "member/Mzs", "name": "Mzs", "avatar": "https://cdn.v2ex.com/gravatar/c4ecbd96390b93e2a2d7bc95d422354e?s=73&d=retro" }, "url": "t/1210941", "title": "\u652f\u4ed8\u5b9d\u7684\u7eb3\u65af\u8fbe\u514b 100ETF \u5b9a\u6295\u4ece 200 \u5143/\u5929\u9650\u5236\u5230 10 \u5143/\u5929", "id": "t/1210941", "date_published": "2026-05-07T10:02:35+00:00", "content_html": "\u6700\u8fd1\u77e5\u9053\u65b0\u9ad8\u4e86 \u4e0a\u652f\u4ed8\u5b9d\u4e00\u770b\u6536\u76ca\u867d\u7136\u6b63\u4e86 \u4f46\u600e\u4e48\u6709\u70b9\u6536\u76ca\u91d1\u989d\u6709\u70b9\u5c11\u5462

\u70b9\u8fdb\u8be6\u60c5\u4e00\u4e0b

\u539f\u5148\u7684 200 \u5143/\u5929 \u9650\u5236\u4e00\u5929\u53ea\u80fd 10 \u5143\u4e86

\u5728\u60f3\u8981\u4e0d\u8981\u53bb\u5e01\u5b89\u5f00\u542f ETF \u7684\u5b9a\u6295

" }, { "author": { "url": "member/loveyou1", "name": "loveyou1", "avatar": "https://cdn.v2ex.com/gravatar/b07732f2a628cafc4ee9c1e15b47f46f?s=73&d=retro" }, "url": "t/1210920", "date_modified": "2026-05-07T11:44:14+00:00", "content_html": "

\u5de5\u4f5c\u4e94\u5e74\u4e86\uff0c\u4e92\u8054\u7f51\u884c\u4e1a\uff0c\u8eab\u8fb9\u4e00\u534a\u7092\u80a1\u4e00\u534a\u4e0d\u7092\u80a1\uff0c\u6211\u4e2a\u4eba\u5c5e\u4e8e\u4e0d\u7092\u80a1\u7684\u90a3\u4e00\u90e8\u5206\uff0c\u6211\u7684\u8ba4\u77e5\u662f\uff0c

\u5e84\u5bb6(\u56fd\u5bb6\u961f\uff0c\u673a\u6784,\u516c\u53f8)\u63d0\u524d\u4e00\u4e2a\u6d88\u606f\u63d0\u524d\u5c31\u4e70\u5165\u5356\u51fa\u4e86\uff0c\u6563\u6237\u90fd\u662f\u540e\u77e5\u540e\u89c9\u7684\uff0c\u94b1\u662f\u5b88\u6052\u7684\uff0c\u5e84\u5bb6\u4e0d\u4f1a\u4e8f\u94b1\uff0c\u90a3\u94b1\u53ea\u6709\u4ece\u6563\u6237\u6765\u4e86\u3002
\u8003\u8651\u8fc7\u5b9a\u6295\uff0c\u957f\u671f\u6765\u770b\u6bcf\u4e2a\u56fd\u5bb6\u90fd\u5728\u5370\u94b1\uff0c\u80a1\u5e02\u6574\u4f53\u7684\u86cb\u7cd5\u80af\u5b9a\u4f1a\u53d8\u5927\uff0c\u4f46\u8ba4\u77e5\u91cc\u9762\u5b9a\u6295\u7684\u524d\u63d0\u662f\u8fd9\u4e2a\u5e02\u573a\u662f\u6301\u7eed\u589e\u957f\u7684\uff0c\u56fd\u5185\u7684\u80a1\u5e02\u7ed9\u6211\u4e00\u79cd\u5f88\u591a\u5e84\u5bb6\u5728\u64cd\u63a7\u7684\u611f\u89c9\uff0c\u4e0d\u7a33\u5b9a\u4e14\u6ce2\u52a8\u592a\u5927
\u7092\u80a1\u662f\u4e70\u8fd9\u4e2a\u516c\u53f8\u7684\u9884\u671f\u7684\u672a\u6765\u5417\uff0c\u6211\u4e2a\u4eba\u611f\u89c9\u76ee\u524d\u56fd\u5185\u5e02\u573a\u7684\u957f\u671f\u4e3b\u4e49\u516c\u53f8(\u80fd\u591f\u6301\u7eed\u589e\u957f/\u6709\u58c1\u5792/...)\u4e0d\u591a
\u6709\u8003\u8651\u5b9a\u6295\u7f8e\u80a1\uff0c\u4f46\u662f\u7531\u4e8e\u5bf9\u7092\u80a1\u5174\u8da3\u6ca1\u6709\u5f88\u9ad8\uff0c\u5c31\u4e00\u76f4\u6ca1\u53bb\u529e\u5883\u5916\u8d26\u6237

\u6211\u8ba4\u77e5\u6709\u95ee\u9898\u5417\uff1f

\n", "date_published": "2026-05-07T09:05:46+00:00", "title": "\u7092\u80a1\u662f\u8ba4\u77e5\u4e4b\u5916\u7684\u94b1\u5417\uff1f", "id": "t/1210920" }, { "author": { "url": "member/beasnail", "name": "beasnail", "avatar": "https://cdn.v2ex.com/gravatar/46a2efefcbeb6961a47dcf97d637e666?s=73&d=retro" }, "url": "t/1210903", "date_modified": "2026-05-07T08:31:18+00:00", "content_html": "

\u4e0d\u4e86\u89e3\u7f8e\u80a1\u7684\u4eba\u603b\u89c9\u5f97\u6da8\u4e86\u591a\u4e86\u4f1a\u5d29

\u4e8b\u5b9e\u4e0a\u7f8e\u80a1\u5c31\u662f\u8bbe\u8ba1\u6210\u957f\u671f\u4e0a\u6da8\u7684

\u6bcf\u5e74\u589e\u53d1\u7684\u8d27\u5e01\u6709\u591a\u5c11\u90fd\u6d41\u5165\u7f8e\u80a1\u4e86

\u9664\u975e\u54ea\u5929\u8d27\u5e01\u6d41\u901a\u91cf\u4e0d\u589e\u957f\u4e86\uff0c\u90a3\u4e48\u7f8e\u80a1\u5927\u6982\u7387\u5c31\u4e0d\u4f1a\u50cf\u8fc7\u53bb\u4e00\u6837\u6da8\u4e86

[https://i.postimg.cc/QdfY1k84/0-8N0vzb-Lp-Lww4r4z0.png]

\n", "date_published": "2026-05-07T08:21:52+00:00", "title": "SP500 \u8fc7\u53bb 100 \u5e74\u5176\u5b9e\u5dee\u4e0d\u591a\u6253\u5e73 M2 \u800c\u5df2", "id": "t/1210903" }, { "author": { "url": "member/he123", "name": "he123", "avatar": "https://cdn.v2ex.com/gravatar/eea48c3dabb885b92a5422490430ad23?s=73&d=retro" }, "url": "t/1210808", "date_modified": "2026-05-07T04:26:23+00:00", "content_html": "

\u6700\u8fd1 ai \u6d6a\u6f6e\u4e0b\uff0ca \u80a1\u548c\u7f8e\u80a1\u6da8\u75af\u4e86\uff0c\u4f46\u662f\u81ea\u5df1\u8e0f\u7a7a\uff0c\u53ea\u62ff\u4f4f\u4e86\u4e00\u70b9\u70b9\uff0c\u53ea\u6709 10 \u4e2a\u70b9\u4e0d\u5230\u7684\u6536\u76ca\u3002\u5f88\u7126\u8651\uff0c\u5f88\u591a\u4eba\u90fd\u901a\u8fc7\u8fd9\u6ce2\u8d22\u5bcc\u81ea\u7531\u4e86\u3002\n\u60f3\u95ee\u4e0b\u5927\u5bb6\u7684\u6536\u76ca\u5982\u4f55\uff0c\u5982\u4f55\u770b\u5f85\u8fd9\u6ce2\u75af\u72c2\u4e0a\u6da8

\n", "date_published": "2026-05-07T03:43:14+00:00", "title": "\u5173\u4e8e\u6295\u8d44", "id": "t/1210808" }, { "author": { "url": "member/matters", "name": "matters", "avatar": "https://cdn.v2ex.com/gravatar/24fe424a759aa822ce7e5d270a4664b8?s=73&d=retro" }, "url": "t/1210791", "date_modified": "2026-05-07T03:08:53+00:00", "content_html": "

\u524d\u6bb5\u65f6\u95f4\u505a\u7684\u4e24\u4ef6\u4e8b\uff1a

\u6700\u8fd1\u91cd\u65b0\u68b3\u7406\u6574\u5957\u6d41\u7a0b\uff08\u6570\u636e\u6e05\u6d17 \u2192 \u56e0\u5b50\u6784\u5efa \u2192 \u56de\u6d4b \u2192 \u6a21\u62df\u76d8\uff09\u7684\u65f6\u5019\uff0c\u53c8\u8d8a\u6765\u8d8a\u660e\u663e\u5730\u611f\u89c9\u5230\uff1a

\u5f88\u591a\u4e1c\u897f\u5728\u56de\u6d4b\u91cc\u770b\u8d77\u6765\u8fd8\u884c\uff0c\u4e00\u5230\u5b9e\u76d8\u5c31\u5f00\u59cb\u201c\u53d8\u5f62\u201d\u3002

\u76ee\u524d\u81ea\u5df1\u8e29\u5230\u7684\u4e00\u4e9b\u5751\u6bd4\u5982\uff1a

\u6210\u4ea4\u4ef7\u548c\u5047\u8bbe\u504f\u5dee\uff08\u5b9e\u9645\u6ed1\u70b9\u660e\u663e\u6bd4\u9884\u671f\u5927\uff09
\u56e0\u5b50\u5728\u4e0d\u540c\u65f6\u95f4\u6bb5\u7a33\u5b9a\u6027\u5dee\u5f02\u5f88\u5927
\u8c03\u53c2\u8fc7\u7a0b\u4e2d\u4e0d\u77e5\u4e0d\u89c9\u5f00\u59cb\u8fc7\u62df\u5408
\u56de\u6d4b\u91cc\u80fd\u6210\u4ea4\uff0c\u5b9e\u76d8\u6d41\u52a8\u6027\u5176\u5b9e\u4e0d\u592a\u591f

\u60f3\u95ee\u4e0b\u5404\u4f4d\u505a\u91cf\u5316\u7684 v \u53cb\uff1a

\u4f60\u6700\u5bb9\u6613\u5bfc\u81f4\u56de\u6d4b\u5931\u771f\u7684\u73af\u8282\u4e00\u822c\u5728\u54ea\uff1f\u6bd4\u5982\uff1a

\u6ed1\u70b9/\u624b\u7eed\u8d39\u4f4e\u4f30
\u6570\u636e\u6709\u672a\u6765\u51fd\u6570
\u6d41\u52a8\u6027\u5047\u8bbe\u4e0d\u6210\u7acb
\u8c03\u53c2\u8fc7\u5ea6
\u56e0\u5b50\u53ea\u5728\u67d0\u4e2a\u9636\u6bb5\u6709\u6548
\u56de\u6d4b\u64ae\u5408\u673a\u5236\u592a\u7406\u60f3\u5316

\u6709\u4ec0\u4e48\u7279\u522b\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6848\u4e48\uff1f

\n", "date_published": "2026-05-07T03:06:35+00:00", "title": "\u56de\u6d4b\u548c\u5b9e\u76d8\u5dee\u8ddd\u6700\u5927\u7684\u662f\u54ea\u4e00\u6b65\uff1f", "id": "t/1210791" }, { "author": { "url": "member/justtokankan", "name": "justtokankan", "avatar": "https://cdn.v2ex.com/gravatar/093604938501985c15eeae3b64b8afb3?s=73&d=retro" }, "url": "t/1210782", "title": "\u6709\u4eba\u7528\u62a4\u7167\u5f00 Firstrade \u5417\uff1f \u597d\u7528\u5417\uff1f", "id": "t/1210782", "date_published": "2026-05-07T02:50:58+00:00", "content_html": "

\u6c42\u4e2a\u7528\u8fc7\u7684\u5927\u4f6c\u6307\u70b9\u4e00\u4e0b\uff0c\u8c22\u8c22

\n" }, { "author": { "url": "member/momo2023", "name": "momo2023", "avatar": "https://cdn.v2ex.com/avatar/12e4/dbd2/639919_large.png?m=1704105972" }, "url": "t/1210754", "date_modified": "2026-05-07T02:21:01+00:00", "content_html": "

skill \u6216 api \u6570\u636e\u6e90\u7b49

\n", "date_published": "2026-05-07T02:04:35+00:00", "title": "AI \u6295\u8d44\u80a1\u7968\uff0c\u6709\u54ea\u4e9b\u597d\u7528\u7684\u5de5\u5177\u63a8\u8350\uff1f", "id": "t/1210754" }, { "author": { "url": "member/cpalead", "name": "cpalead", "avatar": "https://cdn.v2ex.com/avatar/e690/8bee/445453_large.png?m=1711885731" }, "url": "t/1210576", "date_modified": "2026-05-06T08:32:40+00:00", "content_html": "

\u5982\u9898\uff0c\u6c42\u63a8\u8350\uff0c\u60f3\u8bd5\u8bd5\u81ea\u5df1\u6709\u6ca1\u6709\u6f5c\u529b

\n", "date_published": "2026-05-06T07:39:27+00:00", "title": "\u4e00\u4eba\u4e00\u672c\u7092\u80a1\u4e66\u7c4d\u63a8\u8350", "id": "t/1210576" }, { "author": { "url": "member/ggp1ot2", "name": "ggp1ot2", "avatar": "https://cdn.v2ex.com/avatar/da2c/7a71/382312_large.png?m=1752143181" }, "url": "t/1210556", "title": "\u95ea\u8fea\u8fd8\u53ef\u4ee5\u4e70\u5417\uff1f", "id": "t/1210556", "date_published": "2026-05-06T06:54:32+00:00", "content_html": "

\u4e00\u76f4\u5728\u89c2\u671b\uff0c1500 \u6253\u7b97\u4e0a\u8f66\u4e86

\n" }, { "author": { "url": "member/evan1", "name": "evan1", "avatar": "https://cdn.v2ex.com/avatar/a5ef/d8c5/682011_large.png?m=1755073609" }, "url": "t/1210467", "date_modified": "2026-05-06T03:04:54+00:00", "content_html": "

\u4e0a\u6b21\u8dcc\u7834 4000 \u4e70\u4e86\u70b9\uff0c\u81f3\u4eca\u6536\u76ca 9 \u4e2a\u70b9\u3002\u53ef\u60dc\u53ea\u4e70\u4e86\u4e00\u70b9\u3002

\n", "date_published": "2026-05-06T03:02:25+00:00", "title": "\u7279\u6717\u666e 5 \u6708\u8bbf\u534e\uff0c A \u80a1\u6709\u671b\u7834\u524d\u9ad8\u3002\u4f46\u662f\u7834\u4e86\u4e4b\u540e\u8fd8\u80fd\u6da8\u591a\u5c11\u5462\u3002\u6211\u5728\u60f3\u8981\u4e0d\u8981\u535a\u4e00\u4e0b\u3002", "id": "t/1210467" }, { "author": { "url": "member/way2explore2", "name": "way2explore2", "avatar": "https://cdn.v2ex.com/avatar/c553/80d6/127712_large.png?m=1776623061" }, "url": "t/1210095", "date_modified": "2026-05-03T07:55:04+00:00", "content_html": "

$\"\"$

https://github.com/TradeInsight-Info/TiPortfolio/blob/master/examples/notebooks/03_vix_target_rebalance.ipynb

\u95f2\u6765\u65e0\u89c6\uff0c\u5199\u4e86\u4e2a\u8d44\u4ea7\u5206\u914d\u7b56\u7565\u7684 Python \u5de5\u5177\uff0c\u7b80\u5355\u7528\u4e86\u4e00\u4e0b\uff0c\u53d1\u73b0\uff0c\u5728\u6bcf\u6708\u5b9a\u6295\u57fa\u7840\u4e0a\uff0c\u52a0\u4e0a\u57fa\u4e8e\u6ce2\u52a8\u7387\u7684\u8d44\u4ea7\u518d\u5206\u914d\uff0c\u53ef\u4ee5\u5b9e\u73b0\u66f4\u597d\u7684\u6536\u76ca\u3002

\n
\u4e0d\u662f\u4ec0\u4e48\u65b0\u4e1c\u897f\uff0c\u6216\u8005\u65b0\u6982\u5ff5\uff0c\u5f88\u591a\u673a\u6784\u90fd\u5728\u8fd9\u4e48\u5e72\uff0c\u800c\u4e14\u53c2\u6570\u66f4\u7cbe\u786e\u3002TiPortfolio \u8fd9\u4e2a\u662f\u7528\u4e8e\u5feb\u901f\u56de\u6d4b\uff0c\u4ee5\u53ca\u4e2a\u4eba\u6295\u8d44\u8005\u3002
\n

\u6216\u8005\u8bf4\u8fd9\u662f\u4e00\u4e2a\u5b9a\u6295 Plus \u7248

\n", "date_published": "2026-05-03T07:54:20+00:00", "title": "\u8fd9\u4e48\u6295\u6536\u76ca\u4e5f\u8bb8\u6bd4\u5355\u7eaf\u5b9a\u6295\u597d \ud83d\udc4c", "id": "t/1210095" }, { "author": { "url": "member/102errors", "name": "102errors", "avatar": "https://cdn.v2ex.com/gravatar/1506f1904b5c6ab8c650b037fd5d51a8?s=73&d=retro" }, "url": "t/1210013", "date_modified": "2026-05-02T13:43:58+00:00", "content_html": "

RT.

\u6700\u597d\u8986\u76d6 A \u80a1\u7f8e\u80a1\u3001\u52a0\u5bc6\u7b49\u4e0d\u540c\u5e02\u573a

\n", "date_published": "2026-05-02T13:11:25+00:00", "title": "\u6709\u54ea\u4e9b\u76f8\u5bf9\u6d3b\u8dc3\u7684\u6295\u8d44\u4ea4\u6d41\u5e73\u53f0", "id": "t/1210013" }, { "author": { "url": "member/tokas93", "name": "tokas93", "avatar": "https://cdn.v2ex.com/gravatar/ca59916259eef93fa45faff664b89733?s=73&d=retro" }, "url": "t/1209961", "date_modified": "2026-05-02T07:56:44+00:00", "content_html": "

\u51c6\u5907\u7684\u5b50\u5f39\u662f 50w \uff0c\u4f46\u662f\u4e00\u4e2a\u6708\u53ea\u5b9a\u6295 1w \uff0c\u8fd9\u6837\u7684\u8bdd\u4eca\u5e74\u5f00\u59cb\u7684\u8bdd\uff0c\u5176\u5b9e\u53ea\u6709 6 \u4e2a\u6708\uff0c\u6240\u4ee5\u9884\u7559\u4e86 10w \uff0c6w \u62ff\u6765\u5b9a\u6295 1w \uff0c4w \u62ff\u6765\u8865\u5145\u56de\u64a4

\n", "date_published": "2026-05-02T05:43:40+00:00", "title": "\u51b3\u5b9a\u5f00\u59cb\u5b9a\u6295\u6807\u666e 500 \u548c\u7eb3\u6307 100 \u4e86\uff01", "id": "t/1209961" }, { "author": { "url": "member/xiaoker", "name": "xiaoker", "avatar": "https://cdn.v2ex.com/avatar/83bd/d5a9/18719_large.png?m=1767164895" }, "url": "t/1209852", "date_modified": "2026-05-01T08:10:20+00:00", "content_html": "

\u78b3\u57fa\u6d88\u8d39\u771f\u4e0d\u884c\uff0c\u7845\u57fa\u6d88\u8d39\u662f\u771f\u597d\u554a

\u6700\u8fd1\u5e74\u62a5\u5b63\u62a5\u548c\u4e1a\u7ee9\u4ea4\u6d41\u4f1a\u5bc6\u96c6\uff0c\u770b\u5b8c\u4e00\u8f6e\uff0c\u6700\u5927\u7684\u611f\u89e6\u5c31\u8fd9\u4e00\u53e5\u8bdd\uff1a\u78b3\u57fa\u751f\u547d\u7684\u6d88\u8d39\u771f\u4e0d\u884c\uff0c\u7845\u57fa\u751f\u547d\u7684\u6d88\u8d39\u662f\u771f\u597d\u554a\u3002

\u5272\u88c2\u611f\u975e\u5e38\u660e\u663e\u3002

\u7845\u57fa\u7684\u94b1\uff0c\u771f\u597d\u8d5a\nAI \u8fd9\u6761\u7ebf\uff0c\u4e0d\u7ba1\u662f\u7b97\u529b\u3001\u6570\u636e\u4e2d\u5fc3\u8fd8\u662f\u6a21\u578b\u5c42\uff0c\u8fc7\u53bb\u4e00\u5e74\u51e0\u4e4e\u662f\u76f4\u7ebf\u5411\u4e0a\u7684\u3002\u4f01\u4e1a\u91c7\u8d2d\u5927\u6a21\u578b API \u3001\u4e91\u5382\u5546 GPU \u6392\u961f\u6392\u5230\u660e\u5e74\u3001\u8f6f\u4ef6\u516c\u53f8\u7684 ARR \u91cc AI \u6a21\u5757\u7684\u5360\u6bd4\u8d8a\u6765\u8d8a\u9ad8\u3002\u8fd9\u4e00\u7aef\u7684\"\u6d88\u8d39\"\uff0c\u5c31\u662f\u7845\u57fa\u7684\u6d88\u8d39\uff0c\u9700\u6c42\u7aef\u51e0\u4e4e\u6ca1\u6709\u8fb9\u9645\u6210\u672c\u7684\u7126\u8651\uff0c\u56e0\u4e3a\u9700\u6c42\u672c\u8eab\u5728\u4ee5\u6307\u6570\u901f\u5ea6\u81a8\u80c0\u3002

\u4f46\u8fd9\u91cc\u9762\u6709\u4e2a\u6211\u4e00\u76f4\u5728\u60f3\u7684\u9690\u60a3\uff1a\u8fd9\u6761\u94fe\u6761\u7684\u7ec8\u7aef\u627f\u91cd\u662f OpenAI \u7684\u8425\u6536\u3002GPT \u7684\u4ed8\u8d39\u8ba2\u9605\u3001API \u8c03\u7528\uff0c\u662f\u6574\u6761\u7845\u57fa\u6d88\u8d39\u94fe\u4e0a\u6700\u91cd\u8981\u7684\u9700\u6c42\u652f\u6491\u70b9\u4e4b\u4e00\u3002\u5982\u679c OpenAI \u70e7\u94b1\u7684\u901f\u5ea6\u6301\u7eed\u8dd1\u8d62\u8425\u6536\uff0c\u6216\u8005\u7528\u6237\u589e\u957f\u653e\u7f13\uff0c\u90a3\u4e9b\"\u62a4\u57ce\u6cb3\u9760\u9700\u6c42\u5806\u8d77\u6765\"\u7684\u786c\u4ef6\u548c\u4e91\u670d\u52a1\u5546\uff0c\u672c\u8d28\u4e0a\u8fd8\u662f\u5236\u9020\u4e1a\u5468\u671f\u80a1\uff0c\u6ca1\u4ec0\u4e48\u7279\u522b\u7684\u5730\u65b9\u3002

\u5149\u91cc\u9762\u6ca1\u6709\u6838\u5fc3\u7ade\u4e89\u529b\u548c\u62a4\u57ce\u6cb3\u7684\uff0c\u7ec8\u5f52\u662f\u5468\u671f\u3002

\u78b3\u57fa\u7684\u94b1\uff0c\u771f\u96be\u8d5a\n\u53cd\u8fc7\u6765\u770b\u6d88\u8d39\u8fd9\u8fb9\uff0c\u6570\u636e\u4e00\u4e2a\u6bd4\u4e00\u4e2a\u96be\u770b\u3002

\u53bb\u5e74\u5c31\u6709\u670b\u53cb\u91cd\u4ed3\u6d88\u8d39\uff0c\u903b\u8f91\u662f\u901a\u7f29\u4e4b\u540e\u4f1a\u6709\u6da8\u4ef7\uff0c\u4ef7\u503c\u56de\u5f52\u3002\u6211\u5f53\u65f6\u8bf4\uff0c\u6838\u5fc3 CPI \u5f88\u96be\u8d77\u6765\uff0c\u6da8\u4ef7\u903b\u8f91\u6839\u672c\u843d\u4e0d\u4e86\u5730\u3002\u73b0\u5728\u770b\uff0c\u6838\u5fc3 CPI \u8fd8\u662f\u8db4\u7740\u7684\uff0c\u767d\u9152\u7684\u5e74\u62a5\u90fd\u5f00\u59cb\u5ef6\u671f\u53d1\u5e03\u4e86\u3002\u5ef6\u671f\u4e24\u4e2a\u5b57\u80cc\u540e\uff0c\u5927\u6982\u4e0d\u662f\u4ec0\u4e48\u597d\u6d88\u606f\u3002

\u4e0b\u884c\u5468\u671f\u53e0\u52a0\u901a\u7f29\u9884\u671f\uff0c\u6d88\u8d39\u60f3\u597d\u771f\u7684\u5f88\u96be\u3002\u4ef7\u683c\u6218\u6253\u4e0d\u5b8c\uff0c\u7ec8\u7aef\u9700\u6c42\u8d77\u4e0d\u6765\uff0c\u6e20\u9053\u5e93\u5b58\u6d88\u4e0d\u6389\u3002\u8fd9\u4e2a\u65f6\u5019\u9760\"\u4ef7\u503c\u6295\u8d44\"\u7b49\u62d0\u70b9\uff0c\u9700\u8981\u6781\u5927\u7684\u8010\u5fc3\u548c\u6781\u5f3a\u7684\u5fc3\u7406\u627f\u53d7\u529b\u3002\u6211\u73b0\u5728\u5bf9\u6d88\u8d39\u80a1\u7684\u5224\u65ad\u5f88\u7b80\u5355\uff1a\u4e0d\u770b\u89c1\u6838\u5fc3 CPI \u8fde\u7eed\u4e09\u4e2a\u6708\u5411\u4e0a\uff0c\u4e0d\u8c08\u53cd\u8f6c\u3002

\u5206\u7ea2\u80a1\u91cc\uff0c\u4e5f\u6709\u70c2\u4eba\n\u8bf4\u4e2a\u8ba9\u6211\u6709\u70b9\u6765\u6c14\u7684\u4e8b\u3002

\u6211\u914d\u4e86\u4e00\u4e9b\u7535\u529b\u80a1\uff0c\u4ed3\u4f4d\u4e0d\u5927\uff0c\u4e3b\u8981\u5c31\u662f\u56fe\u7a33\u5b9a\u5206\u7ea2\u3002\u53bb\u5e74\u8fd9\u4e9b\u516c\u53f8\u7684\u4e1a\u7ee9\u5176\u5b9e\u8fd8\u4e0d\u9519\uff0c\u53d1\u7535\u91cf\u548c\u5229\u6da6\u90fd\u5728\uff0c\u539f\u5219\u4e0a\u5e94\u8be5\u6709\u4e0d\u9519\u7684\u5206\u7ea2\u3002

\u7ed3\u679c\u5e74\u62a5\u51fa\u6765\uff0c\u7ba1\u7406\u5c42\u5728\u5206\u7ea2\u4e0a\u73a9\u6587\u5b57\u6e38\u620f\uff0c\u5b9e\u9645\u6d3e\u606f\u4f4e\u4e8e\u5e02\u573a\u9884\u671f\uff0c\u5c11\u5206\u4e86\u5927\u6982 10 \u4e2a\u4ebf\u3002\u6295\u8d44\u8005\u7684\u53cd\u5e94\u5f88\u76f4\u63a5 \u2014\u2014 \u4e24\u5929\uff0c\u5e02\u503c\u8dcc\u4e86 40 \u4ebf\u3002

\u62ff\u5206\u7ea2\u7684\u4eba\uff0c\u662f\u771f\u7684\u4e0d\u60ef\u7740\u4e0d\u539a\u9053\u7684\u7ba1\u7406\u5c42\u3002\u4f60\u5c11\u5206\u6211 10 \u4ebf\uff0c\u6211\u5c31\u4ece\u5e02\u503c\u4e0a\u6263\u4f60 40 \u4ebf\u3002\u8fd9\u4e2a\"\u60e9\u7f5a\"\u6548\u7387\uff0c\u6bd4\u4efb\u4f55\u80a1\u4e1c\u7ef4\u6743\u90fd\u5e72\u8106\u3002

\u9009\u5206\u7ea2\u80a1\uff0c\u770b\u5206\u7ea2\u653f\u7b56\u7684\u4e00\u81f4\u6027\u548c\u900f\u660e\u5ea6\uff0c\u6bd4\u770b\u5f53\u671f\u5229\u6da6\u8fd8\u91cd\u8981\u3002\u7ba1\u7406\u5c42\u7528\u6587\u5b57\u6e38\u620f\u6765\u64cd\u5f04\u5206\u7ea2\u9884\u671f\u7684\uff0c\u76f4\u63a5\u6392\u9664\u51fa\u5019\u9009\u540d\u5355\u3002

\u505a\u7279\u65af\u62c9\u7684\u80a1\u4e1c\uff0c\u9700\u8981\u6781\u5f3a\u7684\u4fe1\u5ff5\n\u6211\u6301\u6709\u7279\u65af\u62c9\u6709\u6bb5\u65f6\u95f4\u4e86\uff0c\u505a\u7279\u65af\u62c9\u80a1\u4e1c\u8981\u6709\u6781\u5f3a\u7684\u4fe1\u5ff5\uff0c\u56e0\u4e3a\u6301\u6709\u4f53\u9a8c\u4e00\u8a00\u96be\u5c3d\uff0c\u8fc7\u5c71\u8f66\u662f\u771f\u7684\u4e00\u8a00\u96be\u5c3d\u3002

\u524d\u51e0\u5929 xChat \u51fa\u6765\uff0c\u6211\u4f53\u9a8c\u4e86\u4e00\u4e0b\uff0c\u5927\u8dcc\u773c\u955c\u3002\u5c31\u90a3\u4e2a\u8d28\u91cf\uff0c\u611f\u89c9\u662f 1-2 \u4e2a\u4eba\u8d76\u51fa\u6765\u7684\u4e1c\u897f\u3002\u653e\u5728\u4efb\u4f55\u4e00\u4e2a\u6b63\u7ecf\u79d1\u6280\u516c\u53f8\uff0c\u90fd\u4e0d\u53ef\u80fd\u8fd9\u6837\u51fa\u95e8\u7684\u3002

\u4f46\u56de\u5934\u60f3\uff0c\u9a6c\u65af\u514b\u628a xAI \u8ba9 SpaceX \u800c\u4e0d\u662f\u7279\u65af\u62c9\u6765\u6536\u8d2d\uff0c\u6211\u73b0\u5728\u89c9\u5f97\u8fd9\u4e2a\u64cd\u4f5c\u662f\u5bf9\u7684\u3002\u81f3\u5c11\u6ca1\u6709\u8ba9\u7279\u65af\u62c9\u7684\u8d44\u4ea7\u8d1f\u503a\u8868\u6765\u627f\u63a5\u4e00\u4e2a\u7814\u53d1\u9636\u6bb5\u7684 AI \u516c\u53f8\u3002\u5bf9\u7279\u65af\u62c9\u80a1\u4e1c\u6765\u8bf4\uff0c\u5c11\u4e86\u4e00\u4e2a\u4e0d\u786e\u5b9a\u6027\u3002

\u7279\u65af\u62c9\u771f\u6b63\u7684\u957f\u671f\u4ef7\u503c\u4e3b\u5f20\uff0c\u6211\u4e00\u76f4\u8ba4\u4e3a\u5728 Optimus \u3002\u673a\u5668\u4eba\u8fd9\u6761\u7ebf\uff0c\u5982\u679c\u80fd\u505a\u8d77\u6765\uff0c\u6539\u53d8\u7684\u4e0d\u53ea\u662f\u6c7d\u8f66\u516c\u53f8\u7684\u4f30\u503c\u903b\u8f91\u3002\u6211\u9690\u7ea6\u89c9\u5f97\uff0cOptimus \u672a\u6765\u5927\u6982\u7387\u4f1a\u6709 DoW \uff08\u7f8e\u56fd\u56fd\u9632\u90e8\uff09\u8fd9\u6837\u7684\u5ba2\u6237\u3002

\u4e0d\u8fc7\u8fd9\u90fd\u662f 3-5 \u5e74\u7684\u4e8b\u3002\u773c\u524d\uff0cFSD \u7684\u8ba2\u9605\u662f\u5f53\u524d\u9884\u671f\u7684\u91cd\u70b9\u3002

\u539f\u6587\u6765\u81ea\u6211\u7684\u535a\u5ba2\uff1a\nhttps://www.xiaoker.com/articles/silicon-vs-carbon-consumption

\n", "date_published": "2026-05-01T08:09:46+00:00", "title": "\u78b3\u57fa\u6d88\u8d39\u771f\u4e0d\u884c\uff0c\u7845\u57fa\u6d88\u8d39\u662f\u771f\u597d\u554a", "id": "t/1209852" }, { "author": { "url": "member/fingerxie", "name": "fingerxie", "avatar": "https://cdn.v2ex.com/gravatar/105e01cdba487150ef6c670173358d78?s=73&d=retro" }, "url": "t/1209723", "date_modified": "2026-04-30T11:15:23+00:00", "content_html": "

\u6700\u8fd1\u5173\u6ce8\u5230\u7f8e\u80a1\uff0c\u6709\u70b9\u773c\u998b\uff0c\u6709\u54ea\u4e9b\u65b9\u6848\u80fd\u4e70\u7f8e\u80a1\uff1f

\u6211\u7684\u9884\u671f\u662f\uff1a

\u4e0d\u8d74\u6e2f
\u5c0f\u91d1\u989d(\u524d\u671f\u8bd5\u4e00\u4e0b\u6c34)

\u6211\u53d1\u73b0\u76c8\u900f\u3001\u8001\u864e\u7b49\u7b49\u90fd\u5df2\u7ecf\u4e0d\u80fd\u529e\u4e86\uff0c\u6709\u6ca1\u6709\u522b\u7684\u65b9\u6848\u554a

\n", "date_published": "2026-04-30T10:01:31+00:00", "title": "\u76ee\u524d\u60f3\u4e70\u7f8e\u80a1\u6709\u54ea\u4e9b\u65b9\u6848\uff1f\u6211\u4e0d\u60f3\u8d74\u6e2f\u529e\u5361", "id": "t/1209723" }, { "author": { "url": "member/matters", "name": "matters", "avatar": "https://cdn.v2ex.com/gravatar/24fe424a759aa822ce7e5d270a4664b8?s=73&d=retro" }, "url": "t/1209652", "date_modified": "2026-04-30T11:20:30+00:00", "content_html": "

\u524d\u9635\u5b50\u53d1\u4e86\u4e2a\u5c0f\u9891\u7387\u52a8\u91cf\u7b56\u7565\uff0c\u5f53\u65f6\u56de\u6d4b\u770b\u7740\u8fd8\u884c\uff0c\u4f46\u5b9e\u76d8\u4e00\u8dd1\u5c31\u5f00\u59cb\u9732\u95ee\u9898\u3002

\u6700\u8fd1\u521a\u597d\u5728\u770b\u300a\u6253\u5f00\u91cf\u5316\u6295\u8d44\u7684\u9ed1\u7bb1\u300b\u7b2c\u4e5d\u7ae0\uff0c\u4e14\u6839\u636e v \u53cb\u5efa\u8bae\uff0c\u987a\u624b\u628a\u81ea\u5df1\u90a3\u4e00\u5957\u7814\u7a76\u6d41\u7a0b\u4ece\u5934\u634b\u4e86\u4e00\u904d\uff0c\u76f8\u5f53\u4e8e\u662f\u7ed9\u4e4b\u524d\u90a3\u4e2a\u7b56\u7565\u201c\u8865\u8bfe\u201d\u3002

1. \u7b56\u7565\u8d77\u70b9

\u4e4b\u524d\u505a\u52a8\u91cf\uff0c\u57fa\u4e8e\u4e00\u4e2a\u5f88\u76f4\u89c9\u7684\u60f3\u6cd5\uff1a

\ud83d\udc49 \u6da8\u5f97\u591a\u7684\u7ee7\u7eed\u6da8

\u5f53\u65f6\u6ca1\u592a\u591a\u72b9\u8c6b\uff0c\u76f4\u63a5\u5199\u4ee3\u7801+\u56de\u6d4b\u3002

\u73b0\u5728\u56de\u5934\u770b\uff0c\u66f4\u50cf\u662f\u4e00\u4e2a\u201c\u6ca1\u88ab\u660e\u786e\u8868\u8fbe\u7684\u5047\u8bbe\u201d\u3002

\u73b0\u5728\u4f1a\u523b\u610f\u628a\u8fd9\u4e00\u6b65\u5199\u6e05\u695a\u4e00\u70b9\uff1a

\u662f\u57fa\u4e8e\u7ecf\u6d4e\u903b\u8f91\uff1f
\u8fd8\u662f\u7eaf\u6570\u636e\u6316\u51fa\u6765\u7684\uff1f

\u7b80\u5355\u7ed9\u81ea\u5df1\u52a0\u4e86\u4e00\u6761\u7ea6\u675f\uff1a

if \u6ca1\u6709\u6e05\u6670\u903b\u8f91:\n \u56de\u6d4b\u518d\u597d\u4e5f\u4e0d\u76f4\u63a5\u7528\n

2. \u6570\u636e

\u4e4b\u524d\u7b56\u7565\u6709\u4e2a\u95ee\u9898\u5176\u5b9e\u4e00\u76f4\u6ca1\u8ba4\u771f\u5904\u7406\u6570\u636e\u3002

\u73b0\u5728\u56de\u5934\u770b\uff0c\u8fd9\u4e00\u5757\u57fa\u672c\u51b3\u5b9a\u4e86\u4e0a\u9650\u3002

\uff08 1 \uff09\u5e78\u5b58\u8005\u504f\u5dee

\u7528\u5f53\u524d\u6210\u5206\u80a1\u56de\u6d4b\u5386\u53f2\uff0c\u8fd9\u4e2a\u5751\u5c31\u4e0d\u5c55\u5f00\u4e86\u3002

\uff08 2 \uff09\u65f6\u95f4\u5bf9\u9f50

\u4e4b\u524d\u76f4\u63a5\u62fc\u4e0d\u540c\u9891\u7387\u6570\u636e\uff0c\u672c\u8d28\u5c31\u662f\u672a\u6765\u51fd\u6570\u3002

\u73b0\u5728\u6211\u7ed9\u81ea\u5df1\u52a0\u4e86\u4e2a\u5f88\u7b80\u5355\u7684\u68c0\u67e5\uff1a

\ud83d\udc49 \u6bcf\u4e00\u4efd\u6570\u636e\u90fd\u95ee\u4e00\u53e5\uff1a\u5f53\u65f6\u80fd\u4e0d\u80fd\u62ff\u5230

\u987a\u624b\u4e5f\u628a\u6570\u636e\u6e90\u6362\u6210\u4e86\u76f4\u63a5\u62c9 API \uff0c\u81f3\u5c11\u94fe\u8def\u662f\u201c\u63a5\u8fd1\u5b9e\u76d8\u201d\u7684\uff1a

import requests\nimport pandas as pd\n\nAPI_KEY = \"YOUR_ALLTICK_API_KEY\"\n\ndef get_price_data(symbol=\"AAPL\"):\n url = \"https://api.alltick.co/marketdata/stock/history\"\n params = {\n \"symbol\": symbol,\n \"start_date\": \"2020-01-01\",\n \"end_date\": \"2023-01-01\",\n \"interval\": \"1d\",\n \"apikey\": API_KEY\n }\n res = requests.get(url, params=params)\n data = res.json()[\"data\"]\n df = pd.DataFrame(data)\n df[\"date\"] = pd.to_datetime(df[\"date\"])\n return df\n\ndf = get_price_data()\n\n# \u57fa\u7840\u6e05\u6d17\ndf = df.sort_values(\"date\")\ndf[\"close\"] = df[\"close\"].fillna(method=\"ffill\")\ndf = df[df[\"volume\"] > 0]\n

\u8fd9\u5757\u5176\u5b9e\u6ca1\u4ec0\u4e48\u6280\u672f\u542b\u91cf\uff0c\u4f46\u597d\u5904\u662f\uff1a

\ud83d\udc49 \u56de\u6d4b\u7528\u7684\u6570\u636e\u7ed3\u6784\uff0c\u8ddf\u4ee5\u540e\u5b9e\u76d8\u7528\u7684\u662f\u540c\u4e00\u5957\u6765\u6e90

3. \u56de\u6d4b\uff1a\u5f00\u59cb\u8001\u8001\u5b9e\u5b9e\u52a0\u201c\u73b0\u5b9e\u7ea6\u675f\u201d

\u4e4b\u524d\u90a3\u7248\u52a8\u91cf\u7b56\u7565\u7684\u95ee\u9898\u662f\uff1a

\ud83d\udc49 \u9ed8\u8ba4\u7406\u60f3\u6210\u4ea4

\u73b0\u5728\u57fa\u672c\u90fd\u4f1a\u5f3a\u5236\u52a0\uff1a

\u6210\u672c
\u7b80\u5355\u6ed1\u70b9
\u4fe1\u53f7\u5ef6\u8fdf

\u4e3e\u4e2a\u6700\u7b80\u5355\u7684\u5747\u7ebf\u4f8b\u5b50\uff1a

df['ma20'] = df['close'].rolling(20).mean()\n\ndf['signal'] = (df['close'] > df['ma20']).astype(int)\n\ndf['returns'] = df['close'].pct_change()\ndf['strategy'] = df['signal'].shift(1) * df['returns']\n\ncost = 0.0005\ndf['strategy_net'] = df['strategy'] - cost * df['signal'].diff().abs()\n

\u4e00\u65e6\u628a\u6210\u672c\u52a0\u8fdb\u53bb\uff0c\u5f88\u591a\u7b56\u7565\u5f53\u573a\u53d8\u8138\u3002

\u73b0\u5728\u5bf9\u56de\u6d4b\u7684\u7406\u89e3\u66f4\u504f\u5411\uff1a

\ud83d\udc49 \u8fd9\u662f\u4e00\u4e2a\u201c\u5386\u53f2\u6761\u4ef6\u4e0b\u7684\u751f\u5b58\u6d4b\u8bd5\u201d

4. \u53c2\u6570\u4f18\u5316\uff1a\u5f00\u59cb\u523b\u610f\u201c\u53cd\u7740\u6765\u201d

\u4e4b\u524d\u662f\u627e\u6700\u4f18\u53c2\u6570\uff0c\u73b0\u5728\u662f\u6545\u610f\u7834\u574f\u5b83\uff1a

for p in [17, 20, 23]:\n \u8dd1\u4e00\u4e0b\n

\u4e0d\u7a33\u7684\u7b56\u7565\uff0c\u4e00\u52a8\u5c31\u5d29\u3002

\u518d\u52a0\u4e00\u4e2a\u57fa\u672c\u64cd\u4f5c\uff1a

train = df[df['date'] < '2021-01-01']\ntest = df[df['date'] >= '2021-01-01']\n

test \u57fa\u672c\u53ea\u770b\u4e00\u6b21\u3002

\u6162\u6162\u53d8\u6210\u4e00\u4e2a\u5f88\u7b80\u5355\u7684\u5224\u65ad\uff1a

\u80fd\u625b\u53c2\u6570\u6270\u52a8\u7684 \u2192 \u518d\u770b
\u9700\u8981\u7cbe\u8c03\u7684 \u2192 \u57fa\u672c\u653e\u5f03

\u8fd9\u4e00\u8f6e\u4e0b\u6765\uff0c\u6709\u4e2a\u633a\u660e\u663e\u7684\u53d8\u5316\uff1a

\ud83d\udc49 \u4e0d\u592a\u4f1a\u88ab\u201c\u5b8c\u7f8e\u56de\u6d4b\u201d\u9a97\u4e86

\u4ee5\u524d\u662f\uff1a

\u66f2\u7ebf\u597d\u770b = \u53ef\u4ee5\u4e0a

\u73b0\u5728\u66f4\u50cf\u662f\uff1a

if \u89e3\u91ca\u4e0d\u4e86 + \u4e0d\u6297\u6270\u52a8:\n \u9ed8\u8ba4\u4e0d\u53ef\u7528\n

\u6709\u70b9\u53cd\u76f4\u89c9\u7684\u662f\uff1a

\u80fd\u7528\u7684\u7b56\u7565\u53d8\u5c11\u4e86\uff0c\n\u4f46\u5fc3\u91cc\u53cd\u800c\u66f4\u8e0f\u5b9e\u4e00\u70b9\u3002

\n", "date_published": "2026-04-30T06:39:20+00:00", "title": "[\u7eed] \u628a\u6574\u6761\u91cf\u5316\u7814\u7a76\u6d41\u7a0b\u53c8\u91cd\u505a\u4e86\u4e00\u904d", "id": "t/1209652" }, { "author": { "url": "member/mooyo", "name": "mooyo", "avatar": "https://cdn.v2ex.com/gravatar/326b525245435e15befb7f38bce37ba9?s=73&d=retro" }, "url": "t/1209639", "title": "\u8bb0\u5f55\u4e00\u4e0b\uff0c\u5230\u4eca\u5929\u4e3a\u6b62\u4eca\u5e74 YTD 50%\u4e86", "id": "t/1209639", "date_published": "2026-04-30T05:38:15+00:00", "content_html": "

\u770b\u8d77\u6765\u4eca\u5e74\u786e\u5b9e\u662f\u7b97\u529b\u80a1\u5927\u5e74\u3002

\n" }, { "author": { "url": "member/aidevs", "name": "aidevs", "avatar": "https://cdn.v2ex.com/avatar/96e0/7156/7729_large.png?m=1778372306" }, "url": "t/1209635", "date_modified": "2026-04-30T05:40:59+00:00", "content_html": "

\u4e92\u8054\u7f51\u521d\u671f\uff0c\u4e00\u6837\u662f \u786c\u4ef6\u5c42\u9762\u8d5a\u94b1 \u6bd4\u5982\u670d\u52a1\u5668 PC \u786c\u4ef6\u7b49\uff0c\u7c7b\u4f3c\u4e8e\u73b0\u5728\u7684\u82f1\u4f1f\u8fbe \u7b49\n\u4e92\u8054\u7f51\u521d\u671f\uff0c\u4e5f\u662f\u6709\u5f88\u591a\u516c\u53f8\u6709\u5927\u91cf\u7684\u514d\u8d39\u7528\u6237\uff0c\u5f88\u591a\u4e1c\u897f\u4e0d\u53d8\u73b0\uff0c\u9760\u5fae\u8584\u7684\u5e7f\u544a\u8d39\uff0c\u4e8f\u635f\u4e25\u91cd\u3002\n\u73b0\u5728\u7684 ai \u5e94\u7528\uff0c\u4f60\u4ed8\u8fc7\u591a\u5c11\u94b1\u5462\uff1f\n\u597d\u4e00\u70b9\u7684\u5730\u65b9\u662f ai \u786e\u5b9e\u589e\u5f3a\u751f\u4ea7\u529b\uff0c\u4f46\u662f\u4e92\u8054\u7f51\u521d\u671f\uff0c\u4e92\u8054\u7f51\u4e5f\u589e\u5f3a\u751f\u4ea7\u529b\u6bd4\u5982 email \uff0c\u5373\u65f6\u804a\u5929 \u589e\u5f3a\u6c9f\u901a\u6548\u7387\u3002

\u90a3\u4e48\u6700\u7ec8\u4e92\u8054\u7f51\u6ce1\u6cab\u7834\u88c2\uff0c\u5927\u90e8\u5206\u8ddf\u4e92\u8054\u7f51\u6cbe\u8fb9\u7684\u516c\u53f8\u80a1\u4ef7\u66b4\u8dcc 80%\u3002\n\u540e\u9762\u7684\u6211\u4eec\u90fd\u77e5\u9053\u4e86\uff0c\u53d1\u5c55\u4e86 20 \u51e0\u5e74\u6700\u7ec8\u5230\u6211\u4eec\u4eca\u5929\u5230\u6a21\u6837\u904d\u5730\u5f00\u82b1\u3002\n\u56de\u987e\u4e92\u8054\u7f51\u7684\u5386\u53f2\uff0c\u4ece\u6982\u5ff5\u8bde\u751f\uff0c\u5230\u6280\u672f\u8fdb\u6b65\uff0c\u5230\u8ba1\u7b97\u673a\u4eba\u624d\u6559\u80b2\u57f9\u517b\uff0c\u5230\u804c\u4e1a\u5316\u53d1\u5c55\uff0c\u518d\u5230\u5168\u884c\u4e1a\u5bf9\u63a5\u4e92\u8054\u7f51\uff0c\u5927\u91cf\u5e94\u7528\u5c42\u7684\u8f6f\u4ef6\u4ea7\u751f\uff0c\u5b83\u4e0d\u662f\u4e00\u5f00\u59cb\u5c31\u5f62\u6210\u7684\u3002\u800c\u662f\u7ecf\u8fc7\u5341\u51e0\u5e74\u4e8c\u5341\u51e0\u5e74\u7684\u79ef\u7d2f\u5230\u4eca\u5929\u84ec\u52c3\u53d1\u5c55\u7684\u6a21\u6837\uff0c\u518d\u5230\u73b0\u5728\u6ca1\u6709\u589e\u957f\u70b9\u8d70\u8fc7\u4e86 20 \u51e0\u5e74\u7684\u5c81\u6708\u3002

\u4e2a\u4eba\u601d\u8003\uff1a\n\u4eba\u5de5\u667a\u80fd\u73b0\u5728\u7684\u72b6\u6001\u6211\u8ba4\u4e3a\u8fd8\u662f\u8ddf\u4e92\u8054\u7f51\u521d\u671f\u4e00\u6837\uff0c\u663e\u7136\u4eba\u5de5\u667a\u80fd\u8981\u5168\u9762\u5f00\u82b1\u7ed3\u679c\uff0c\u4e5f\u662f\u9700\u8981\u6709\u4e00\u4e2a\u8fc7\u7a0b\uff0c\n\u6bd4\u5982\uff1a\u8981\u51fa\u73b0\u66f4\u5bb9\u6613\u4f7f\u7528\u4e14\u5bb9\u6613\u5b66\u4e60\u7684\u6280\u672f\u5e73\u53f0\u548c\u7f16\u7a0b\u8bed\u8a00\u6846\u67b6\uff0c\u6bd4\u5982\uff1ajava php nodejs .net \u524d\u7aef\u6280\u672f\uff0c\u7b49\u6280\u672f\u6846\u67b6\u5e73\u53f0\uff0c\u8fd8\u8981\u6709\u7c7b\u4f3c\u4e8e \u4e92\u8054\u7f51\u521d\u671f\u7684 ie \u6d4f\u89c8\u5668\uff08\u521d\u671f\u4e92\u8054\u7f51\u7684\u5f00\u7aef\uff09 chrome \u6d4f\u89c8\u5668\uff08\u4e92\u8054\u7f51\u6210\u719f\u671f\u4ee3\u8868\u4f5c\uff09\uff0c \u79fb\u52a8\u4e92\u8054\u7f51 \uff08\u5b89\u5353 ios \u8bde\u751f\uff09\u79fb\u52a8\u652f\u4ed8\u5f00\u82b1\u7ed3\u679c\u3002

\u4eba\u5de5\u667a\u80fd\u4e5f\u9700\u8981\u6709\u8fd9\u4e9b\u6210\u719f\u6613\u7528\u7684\u6846\u67b6\u8bde\u751f\uff0c\u6210\u719f\u7684\u5e73\u53f0\u51fa\u73b0\uff0c\u4ece\u800c\u8ba9\u666e\u901a\u4eba\u80fd\u591f\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u6765\u8bad\u7ec3\u81ea\u5df1\u7684\u6a21\u578b\u89e3\u51b3\u67d0\u4e9b\u5177\u4f53\u7684\u95ee\u9898\uff0c\u4f46\u662f\u76ee\u524d\u6765\u8bf4\uff0c\u597d\u50cf\u6211\u8fd8\u6ca1\u770b\u5230\u4e00\u4e9b\u6210\u578b\u7684\u8db3\u591f\u7b80\u6613\u7684\u6846\u67b6\u51fa\u73b0\u3002

\u6211\u8868\u8fbe\u7684\u662f\uff0c\u4eba\u5de5\u667a\u80fd\u73b0\u5728\u5e94\u8be5\u662f\u548c\u4e92\u8054\u7f51\u521d\u671f\u4e00\u6837\u88ab\u9ad8\u4f30\u4e86\uff0c\u88ab\u63d0\u524d\u900f\u652f\u4e86\u80a1\u4ef7\uff0c\u5c31\u662f\u4e0d\u77e5\u9053\u4f1a\u4e0d\u4f1a\u6ce1\u6cab\u7834\u88c2\u4ec0\u4e48\u65f6\u5019\u4ec0\u4e48\u60c5\u51b5\u7834\u88c2\uff0c\u4ece\u800c\u7ed9\u666e\u901a\u4eba\u6284\u5e95\uff0c\u4ece\u800c\u5b9e\u73b0\u8eba\u5e73\u3002

\n", "date_published": "2026-04-30T05:07:58+00:00", "title": "AI \u79d1\u6280\u80a1\u4f1a\u4e0d\u4f1a\u4e5f\u50cf\u4e92\u8054\u7f51\u6ce1\u6cab\u4e00\u6837\u51fa\u73b0\u6284\u5e95\u7684\u673a\u4f1a\uff1f", "id": "t/1209635" }, { "author": { "url": "member/canbewrong", "name": "canbewrong", "avatar": "https://cdn.v2ex.com/avatar/0bb6/d4a5/589794_large.png?m=1660731939" }, "url": "t/1209517", "date_modified": "2026-04-29T22:40:19+00:00", "content_html": "\u7ecf\u5e38\u5237\u5230\u8001\u7834\u5c0f\u79df\u91d1\u5e74\u5316 4%\uff0c\u751a\u81f3\u6709\u4e9b\u5730\u65b9 6-8 \u4e2a\u70b9\u7684\u4fe1\u606f\u3002
\u4f46\u6211\u603b\u611f\u89c9\u4e8b\u60c5\u4e0d\u4f1a\u662f\u770b\u8d77\u6765\u90a3\u4e48\u7f8e\u597d\u3002
\u4e0d\u77e5\u9053\u6211\u7684\u60f3\u6cd5\u6709\u6ca1\u6709\u4ec0\u4e48\u9519\u8bef\u3002

\u62ff 4%\u6765\u7b97\uff0c\u4e0d\u8003\u8651\u7a7a\u7f6e\uff0c\u7ef4\u4fee\u7b49\u635f\u8017\uff0c
\u4e5f\u9700\u8981 25 \u5e74\u624d\u56de\u672c\u3002\uff08\u5f53\u7136\u4f60\u53ef\u4ee5\u968f\u65f6\u53d8\u73b0\uff0c\u4f46\u623f\u5b50\u5728\u8d2c\u503c\uff0c\u8001\u7834\u5c0f\u6d41\u901a\u53c8\u6781\u4f4e\uff09\u3002
25 \u5e74\uff0c\u73b0\u5728\u7684\u8001\u7834\u5c0f\u5f97 40 \u5e74\u623f\u9f84\u4e86\uff0c\u73b0\u5728\u7684\u6b21\u65b0\u623f\u5f97 30 \u5e74\u623f\u9f84\uff0c\u8fd9\u4e48\u5927\u89c4\u6a21\u7684\u8001\u623f\u5b50\uff0c
\u8c01\u80fd\u4fdd\u8bc1\u6709\u94b1\u6709\u4f59\u529b\u4fdd\u517b\u7684\u5f88\u597d\uff1f

\u623f\u5b50\u8001\u5316 \u8bbe\u65bd\u8001\u5316 \u7a0d\u5fae\u94b1\u5305\u5bbd\u88d5\u70b9\u7684\u4eba\u5c31\u4f1a\u9009\u62e9\u66f4\u597d\u7684\u4f4f\u5904\u3002
\u4f34\u968f\u800c\u6765\u7684\u5c31\u662f\u4f4e\u6536\u5165\u4eba\u7fa4\u7684\u589e\u591a\u3002\u79df\u91d1\u5c31\u5f88\u96be\u4e00\u76f4\u4fdd\u6301\u9ad8\u6c34\u51c6\u3002
\u7136\u540e\u53cd\u8fc7\u6765\uff0c\u53c8\u4f1a\u52a0\u5267\u5c0f\u533a\u548c\u623f\u5b50\u7684\u810f\u4e71\u5dee\u3002
\u4e8e\u662f\u6076\u6027\u5faa\u73af\u3002

\u7136\u540e 25 \u5e74\u540e \u5dee\u4e0d\u591a\u662f 2030 \u5e74\u51fa\u751f\u7684\u5b69\u5b50\u5f00\u59cb\u6bd5\u4e1a\u79df\u623f\u627e\u5de5\u4f5c\u3002
\u6309\u73b0\u5728\u7684\u4eba\u53e3\u51fa\u751f\u8d8b\u52bf\uff0c\u90a3\u65f6\u5019\u7684\u5e74\u8f7b\u4eba\u5fc5\u7136\u6bd4\u73b0\u5728\u66f4\u5c11\uff0c\u800c\u4e14\u5c11\u5f97\u591a\u3002
\u79df\u623f\u9700\u6c42\u4e5f\u5fc5\u7136\u66f4\u4f4e\u3002

\u8fd8\u8981\u7b97\u4e0a\u73b0\u5728\u8fd9\u4e48\u591a\u5bb6\u5ead\u6709\u623f\uff0c\u5230\u65f6\u5019\u9057\u4f20\u7ed9\u5e74\u8f7b\u4eba\uff0c\u79df\u623f\u7684\u4eba\u5c31\u4f1a\u66f4\u5c11\u4e86\u3002

\u6240\u4ee5\u5728 25 \u5e74\u7684\u957f\u5468\u671f\u4e0b\uff0c4%\u7684\u6536\u76ca\u7387\u8fdc\u8fdc\u6ca1\u6709\u770b\u8d77\u6765\u90a3\u4e48\u7f8e\u597d\u3002", "date_published": "2026-04-29T18:26:29+00:00", "title": "\u6700\u8fd1\u603b\u5237\u5230\u8001\u7834\u5c0f\u79df\u552e\u6bd4\u5f88\u9ad8\u7684\u4fe1\u606f\uff0c\u4f46\u6211\u611f\u89c9\u6ca1\u90a3\u4e48\u7f8e\u597d", "id": "t/1209517" }, { "author": { "url": "member/dsd2077", "name": "dsd2077", "avatar": "https://cdn.v2ex.com/avatar/5839/7ec2/753829_large.png?m=1776336993" }, "url": "t/1209464", "title": "\u4e3a\u5565\u6ca1\u4eba\u8ba8\u8bba\u4eca\u5929\u7684\u80a1\u5e02", "id": "t/1209464", "date_published": "2026-04-29T11:01:48+00:00", "content_html": "\u53d1\u751f\u4ec0\u4e48\u4e8b\u4e86\u5417\uff0c\u4e3a\u5565\u4eca\u5929\u5168\u7ea2\u4e86\uff1f

" }, { "author": { "url": "member/rcg1997", "name": "rcg1997", "avatar": "https://cdn.v2ex.com/avatar/bef3/5161/432092_large.png?m=1745032121" }, "url": "t/1209358", "title": "\u4f2a\u7406\u8d22\u4ea7\u54c1\uff1a\u6d77\u822a\u91d1\u9e4f\u4ea4 66666 \u5143\u53ef 3 \u5e74\u6700\u591a\u514d 36 \u6b21\u673a\u7968\u94b1\uff08\u4e0d\u542b\u57fa\u5efa\u71c3\u6cb9\uff09", "id": "t/1209358", "date_published": "2026-04-29T05:56:30+00:00", "content_html": "

\u901a\u7bc7\u7ffb\u8bd1\u4e0b\u6765\u5c31\u662f\u4f60\u7ed9\u6d77\u822a\u4ea4 66666 \u5143\uff0c\u4e00\u5e74\u9001\u4f60 8 \u6b21\u673a\u7968\uff0c\u4e24\u5e74\u9001\u4f60 21 \u6b21\u673a\u7968\uff0c\u4e09\u5e74\u9001\u4f60 36 \u6b21\u673a\u7968\uff0c\u4e14\u673a\u7968\u9650\u5b9a\u8231\u4f4d\uff0c\u4e14\u53e6\u9700\u57fa\u5efa\u71c3\u6cb9\u3002\u5230\u671f\u540e\u8fd8\u6709\u6d3b\u52a8\u7684\u8bdd\u53ef\u4ee5\u7eed\u671f\u6216\u8005\u9000 66666 \u5143\u3002\u53d8\u76f8\u7684\u7406\u8d22\u4ea7\u54c1\uff0c\u4e0d\u77e5\u9053\u6d77\u822a\u80fd\u6491\u5f97\u4f4f 3 \u5e74\u4e0d\uff0c\u50cf\u6781\u4e86\u5272\u4e00\u6ce2\u8dd1\u8def\u7684\u5065\u8eab\u623f\u3002\u65e0\u9080\u8bf7\u94fe\u63a5\uff0c\u4ec5\u4f5c\u5206\u4eab\u8ba8\u8bba\u3002\n $\"\"$ \n $\"\"$ \n $\"\"$

\n" }, { "author": { "url": "member/erwin985211", "name": "erwin985211", "avatar": "https://cdn.v2ex.com/avatar/4892/cea6/473521_large.png?m=1763347741" }, "url": "t/1209039", "date_modified": "2026-04-28T03:18:45+00:00", "content_html": "

\u5931\u4e1a\u5728\u5bb6\u671f\u95f4\u3002\u7814\u7a76\u4e86\u4e00\u4e0b\u6700\u8fd1 10 \u5e74\u7684\u80a1\u5e02\u8d70\u5411\u5305\u542b\u7f8e\u80a1\u3001A \u80a1\u3002\u8d8a\u7814\u7a76\u8d8a\u53d1\u73b0 A \u80a1 \u6700\u9760\u8c31\u7684\u8fd8\u662f\u76f4\u63a5\u9501\u5b9a\u7ea2\u5229\u80a1 etf \u6162\u6162\u5403\u80a1\u606f\u3002\u987a\u5229\u7684\u8bdd\uff0c5 \u5e74\u7efc\u5408\u5e74\u5316\u80fd\u8fbe\u5230 8%\u3002\u4fdd\u5b88\u5e74\u5316\u6536\u76ca\u7387\u80fd\u8fbe\u5230 6.5% \u5de6\u53f3\u8fd9\u4e2a\u5305\u542b\u80a1\u7968\u4e0a\u5347\u7684\u3002\u663e\u8457\u9ad8\u4e8e\u65e0\u8111\u5b9a\u6295\u6caa\u6df1 300 \u3002\u663e\u8457\u9ad8\u4e8e\u5e02\u9762\u4e0a\u80fd\u627e\u5230\u7684\u3001\u6ca1\u6709\u95e8\u69db\u7684\u7a33\u5065\u7406\u8d22\u3002\u867d\u7136\u7ea2\u5229\u80a1\u4f9d\u7136\u8981\u627f\u53d7\u6700\u591a 26% \u7684\u6ce2\u52a8\u7387\u4ee5\u53ca 17% \u4ee5\u4e0a\u7684\u56de\u64a4\u3002\u65e0\u8bba\u662f\u4ece\u6536\u76ca\u8fd8\u662f\u6ce2\u52a8\u6765\u770b\uff0c\u90fd\u8fdc\u4f18\u4e8e\u6caa\u6df1 300 \u3002

\u5bf9\u4e8e\u7f8e\u80a1\u6765\u8bf4\u6765\u8bf4\u5b9a\u6295\u6807\u51c6\u666e\u5c14 500 \uff0c\u9002\u5f53\u5728\u4e0b\u8dcc\u65f6\u8865\u4ed3\u662f\u8f83\u4e3a\u5408\u7406\u7684\u6295\u8d44\u65b9\u6cd5\u3002\u867d\u7136\u8be5\u5957\u6295\u8d44\u65b9\u6cd5\u5728\u7279\u522b\u5e74\u4efd\u5982 2022 \u5e74\u53ef\u80fd\u6709\u9ad8\u8fbe 20% \u7684\u635f\u5931\u4f46\u662f\u5982\u679c\u4ee5 5 \u5e74\u7ef4\u5ea6\u6765\u770b\u7efc\u5408\u5e74\u5316\u80fd\u8fbe\u5230 15% \u4ee5\u4e0a\u3002\u5bf9\u4e8e\u5c0f\u767d\u6765\u8bf4\uff0c\u7b80\u76f4\u5c31\u662f\u80fd\u627e\u5230\u7684\u6700\u597d\u7684\u6536\u76ca\u3001\u6700\u9ad8\u7684\u6295\u8d44\u65b9\u6cd5\u4e86\u3002

\u4e00\u70b9\u788e\u788e\u5ff5\uff0c\u73b0\u5728\u7684\u7ecf\u6d4e\u5f62\u52bf\u65e0\u9650\u5730\u8ba9\u653f\u7b56\u88ab\u52a8\u6216\u4e3b\u52a8\u5730\u503e\u5411\u4e8e\u56fd\u4f01\u5784\u65ad\u578b\u4f01\u4e1a\u3002\u56fd\u5185\u6295\u8d44\u4ece\u957f\u671f\u6765\u770b\uff0c\u4f9d\u7136\u503e\u5411\u4e8e\u6295\u8d44\u56fd\u6709\u4f01\u4e1a\u3002\u7f8e\u80a1\u56e0\u4e3a\u653f\u6cbb\u4f53\u5236\u7684\u4e0d\u4e00\u6837\uff0c\u5728\u53ef\u9884\u89c1\u7684\u672a\u6765\uff0c\u4f9d\u7136\u957f\u671f\u5730\u662f\u5168\u7403\u6700\u706b\u70ed\u7684\u5e02\u573a\u3002\u53ea\u8981\u94b1\u5728\u6d41\u901a\uff0c\u7f8e\u80a1\u4ece\u957f\u671f\u8d8b\u52bf\u4e0a\u4f9d\u7136\u4f1a\u6da8\u3002

\u6211\u662f\u80a1\u5e02\u7684\u7eaf\u5c0f\u767d\uff0c\u4e5f\u505a\u8fc7\u51e0\u56de\u97ed\u83dc\u3002\u8fd9\u51e0\u5929\u624d\u771f\u6b63\u5730\u5f00\u59cb\u7814\u7a76\u6295\u8d44\u3002\u770b\u4e86\u4e00\u4e9b\u4eba\u7684\u5206\u4eab\u7ed3\u5408\u81ea\u5df1\u7684\u7ecf\u5386\u672a\u6765\u7684\u65b9\u5411\u80af\u5b9a\u662f\u5148\u9501\u5b9a ETF \uff0c\u4e0d\u4f1a\u518d\u6295\u8d44\u4e2a\u80a1\u4e86\u6ca1\u6709\u90a3\u4e2a\u773c\u5149\u6ca1\u6709\u90a3\u4e2a\u5b9e\u529b\u3002\u73b0\u5728\u8fd8\u5728\u7814\u7a76\u6211\u76ee\u524d\u7ed9\u81ea\u5df1\u5b9a\u7684\u5e74\u5316\u6536\u76ca\u662f\u5e73\u5747 8%\u3002\u5e0c\u671b\u80fd\u8ddf\u8bf8\u4f4d\u4e00\u8d77\u5b66\u4e60

\n", "date_published": "2026-04-28T03:17:55+00:00", "title": "\u6295\u8d44\u5c0f\u767d\u4e00\u70b9\u788e\u788e\u5ff5", "id": "t/1209039" }, { "author": { "url": "member/027creed", "name": "027creed", "avatar": "https://cdn.v2ex.com/avatar/1bd1/cf40/440795_large.png?m=1764579212" }, "url": "t/1208816", "date_modified": "2026-04-27T08:41:36+00:00", "content_html": "

\u5947\u602a\u7684\u60f3\u6cd5

\u5047\u5982\u4e00\u4e2a\u8001\u7834\u5c0f\u4ef7\u503c 25w \u7684\u623f\u5b50\uff0c\u6bcf\u4e2a\u6708\u53ef\u4ee5\u79df 700 \uff0c\u548c\u4e00\u4e2a\u7a33\u5b9a\u7684\u5c0f\u4f17\u7f51\u7ad9\u57fa\u672c\u4e0d\u7528\u600e\u4e48\u7ba1\u5c31\u53ef\u4ee5\u6708\u5165 700 \uff0c\u90a3\u4e48\u7f51\u7ad9\u7684\u4ef7\u503c\u662f 25w \u5417\uff1f

\u5206\u6790

\u6b63\u89c4\u7a33\u5b9a\u73b0\u91d1\u6d41\u8d44\u4ea7\u4f30\u503c\uff1a

\u7a33\u5065\u5b9e\u4f53\u8d44\u4ea7\uff1a8 \uff5e 12 \u500d\u5e74\u6536\u76ca
\u4e92\u8054\u7f51\u8f7b\u8d44\u4ea7 / \u6d41\u91cf\u7ad9\uff1a3 \uff5e 5 \u500d\u5e74\u6536\u76ca

\u6309\u4e0a\u9650 5 \u500d\u7ed9\u4f60\u7b97\u7f51\u7ad9\u5408\u7406\u4f30\u503c\uff1a\n8400\u00d75=42000\u00a0\u5143\n\ud83d\udc49 \u6708\u5165 700 \u7684\u7f51\u7ad9\uff0c\u5408\u7406\u5e02\u573a\u4ef7\u4ec5\u22484.2 \u4e07\u548c 25 \u4e07\u623f\u4ea7\uff0c\u5dee\u4e86\u6574\u6574 6 \u500d\u3002

\u601d\u8003

\u7a33\u5b9a\u7f51\u7ad9\u7ba1\u7406+\u8fd0\u7ef4\u7684\u6295\u5165\u5e94\u8be5\u662f\u5c0f\u4e8e\u623f\u5b50\u6536\u79df\u5427\uff01

\n", "date_published": "2026-04-27T06:16:15+00:00", "title": "\u540c\u6837\u6708\u5165 700\uff0c\u7f51\u7ad9\u662f\u5426\u548c 25w \u623f\u5b50\u7b49\u503c\uff1f", "id": "t/1208816" }, { "author": { "url": "member/Hermitist", "name": "Hermitist", "avatar": "https://cdn.v2ex.com/gravatar/da6c1e355f86d79cd2887cb34a3c864e?s=73&d=retro" }, "url": "t/1208647", "date_modified": "2026-04-26T12:06:44+00:00", "content_html": "\u4e3b\u8981\u76ee\u7684\u662f\u7ed9\u81ea\u5df1\u6295\u8d44\u7528, \u65e2\u7136\u5927\u5bb6\u90fd\u91cf\u5316, \u6253\u4e0d\u8fc7\u5c31\u52a0\u5165, \u5e0c\u671b\u80fd\u627e\u5230\u4e00\u4e9b\u6df1\u5165\u6d45\u51fa\u7684\u6559\u7a0b, \u800c\u4e0d\u662f\u90a3\u4e9b\u7528\u4e00\u5806\u522b\u4eba\u770b\u4e0d\u61c2\u7684\u8bcd\u8bed\u9ed1\u8bdd\u6765\u8868\u793a\u81ea\u5df1\u5f88\u4e13\u4e1a\u7684\u90a3\u79cd.

\u5f53\u7136\u5f88\u4e13\u4e1a\u7684\u4e5f\u80fd\u7528\u5927\u767d\u8bdd\u8bf4\u51fa\u6bcf\u4e2a\u4e13\u6709\u8bcd\u8bed\u7684\u542b\u4e49.", "date_published": "2026-04-26T11:53:41+00:00", "title": "\u54ea\u91cc\u6709\u505a\u91cf\u5316/EA \u8fd9\u4e9b\u53ef\u5b9e\u64cd\u7684\u57fa\u7840\u77e5\u8bc6\u5e93\u53ef\u4ee5\u7528\u6765\u5b66\u4e60", "id": "t/1208647" }, { "author": { "url": "member/qazwsxkevin", "name": "qazwsxkevin", "avatar": "https://cdn.v2ex.com/gravatar/bfefb99d6203d351791672a1d3fc936a?s=73&d=retro" }, "url": "t/1208487", "title": "\u6709\u4ec0\u4e48\u7f51\u7ad9\u6216\u8005 APP\uff0c\u56fd\u5185\u5916\u80a1\u7968\uff0c\u57fa\u91d1\uff0c ETF\uff0c\u671f\u8d27\u4e00\u7ad9\u4e00\u53f7\u5168\u80fd\u6a21\u62df\u4e70\u5356\u7684\uff1f", "id": "t/1208487", "date_published": "2026-04-25T08:37:54+00:00", "content_html": "" }, { "author": { "url": "member/sosme", "name": "sosme", "avatar": "https://cdn.v2ex.com/avatar/cea3/1e16/291832_large.png?m=1769497326" }, "url": "t/1208352", "title": "\u94f6\u6cb3\u8bc1\u5238\u5929\u5929\u5229\u6709\u8001\u54e5\u7528\u8fc7\u5417", "id": "t/1208352", "date_published": "2026-04-24T09:34:55+00:00", "content_html": "

\u6700\u8fd1\u6caa\u6df1 300 \u5904\u4e8e\u9ad8\u4f4d\uff0c\u5f53\u524d\u4e0d\u6253\u7b97\u4e70\u5165\uff0c\u8bc1\u5238\u91cc\u9762\u7684\u8d44\u91d1\u76ee\u524d\u95f2\u7f6e\u7740\uff0capp \u91cc\u9762\u770b\u5230\u6709\u4e2a\u5929\u5929\u5229\u7684\u4ea7\u54c1\uff0c28 \u5929\u6536\u76ca 6%\uff0c\u4e0d\u77e5\u9053\u662f\u5426\u9760\u8c31\uff0c\u6709\u8001\u54e5\u77e5\u9053\u5417

\n" }, { "author": { "url": "member/GuLuDaDuiZhang", "name": "GuLuDaDuiZhang", "avatar": "https://cdn.v2ex.com/avatar/6357/3bc0/269552_large.png?m=1751601493" }, "url": "t/1208350", "title": "\u8c01\u6765\u9884\u6d4b\u4e0b DeepSeek-V4 \u53d1\u5e03\u5bf9\u7f8e\u80a1\u51b2\u51fb\u4f1a\u6709\u591a\u5927", "id": "t/1208350", "date_published": "2026-04-24T09:23:31+00:00", "content_html": "\u53c2\u8003\u6587\u7ae0\uff1a https://36kr.com/p/3780399181878528 -DeepSeek-V4 \u660e\u786e\u652f\u6301\u534e\u4e3a\u6607\u817e 950 \u82af\u7247

\u652f\u6301\u56fd\u4ea7\u82af\u7247\u7684 v4 \u4e0b\u534a\u5e74 token \u4ef7\u683c\u8fd8\u4f1a\u5927\u5e45\u964d\u4f4e\uff0cDeepSeek \u5185\u90e8\u4f53\u9a8c\u8bc4\u4ef7\u4f18\u4e8e Claude Sonnet 4.5 \uff0c\u80fd\u7528\u6781\u4f4e\u7684\u4ef7\u683c\u83b7\u5f97\u63a5\u8fd1\u9876\u7ea7\u6a21\u578b\u7684\u6027\u80fd\uff0c\u800c\u4e14\u652f\u6301\u767e\u4e07\u5b57\u8d85\u957f\u4e0a\u4e0b\u6587\u3002

\u8fd9\u4e2a\u7f8e\u56fd\u5c31\u662f\u83dc\u5440\uff0c\u8fd9\u5c31\u88ab\u9ecf\u4e0a\u4e86\uff0c\u7529\u4e0d\u5f00\u5dee\u8ddd\uff0c\u6a21\u578b\u9664\u975e\u6709\u65ad\u5d16\u5dee\u8ddd\uff0c\u4e0d\u7136\u4ef7\u683c\u662f\u5f71\u54cd\u9009\u62e9\u7684\u5f88\u91cd\u8981\u7684\u56e0\u7d20\uff0c\u62d6\u5230\u540e\u671f\u62fc\u7535\u529b\u62fc token \u4ef7\u683c\u7f8e\u56fd\u4e0d\u5f97\u5b8c\u86cb\u554a\u3002

\u73b0\u5728\u975e\u5e38\u62c5\u5fc3\u6211\u5b9a\u6295\u7684\u7eb3\u65af\u8fbe\u514b\u53c8\u8981\u5410\u56de\u5927\u90e8\u5206\u6536\u76ca\u4e86" }, { "author": { "url": "member/xiyy02", "name": "xiyy02", "avatar": "https://cdn.v2ex.com/gravatar/b904f10a521653b0a627e5378884a0c8?s=73&d=retro" }, "url": "t/1208112", "date_modified": "2026-04-23T13:45:03+00:00", "content_html": "\u4e4b\u524d\u6bcf\u4e2a\u6708\u5de5\u8d44\u5230\u8d26\uff0c\u5c31\u4e70\u5165/\u7eed\u8d39\u4e00\u4e2a\u503a\u5238\u57fa\u91d1\uff0c\u7eaf\u778e\u4e70\uff0c\u60f3\u7740\u53cd\u6b63\u662f\u4e2d\u4f4e\u98ce\u9669\uff0c\u65e0\u6240\u8c13\uff0c\u9646\u9646\u7eed\u7eed\u4e70\u4e86\u4e09\u5341\u591a\u4e2a\u57fa\u91d1\uff0c\u5217\u8868\u9875\u975e\u5e38\u5197\u957f\uff0c\u4fbf\u60f3\u7740\u7cbe\u7b80\u4e0b\uff0c\u5c31\u505a\u4e86\u4e0b\u9762\u7684\u4e8b\u60c5\uff1a

1. \u628a\u57fa\u91d1\u4ee3\u7801\u3001\u4e70\u5165\u91d1\u989d\u3001\u6536\u76ca/\u4e8f\u635f\u91d1\u989d\u7b49\u6570\u636e\uff0c\u5bfc\u51fa\u6210\u4e00\u4e2a\u8868\u683c\u56fe\u7247

2. \u628a\u56fe\u7247\u5206\u522b\u5582\u7ed9 chatgpt \u548c\u8c46\u5305\uff0c\u8ba9\u5bf9\u65b9\u5e2e\u6211\u51b3\u5b9a\u8fd9\u4e9b\u57fa\u91d1\u7684\u53bb\u7559

3. \u53d6\u8c46\u5305\u3001gpt \u6311\u9009\u540e\u7684\u4ea4\u96c6

4. \u53bb\u6389\u7684\u4e00\u6b21\u6027\u5356\u6389\uff0c\u5230\u624b\u540e\u7684\u94b1\u5168\u90e8\u4e70\u5165\u7559\u4e0b\u6765\u7684\u90a3\u4e9b\u3002

\u89c2\u5bdf\u4e86\u4e00\u4e2a\u6708\uff0c\u76ee\u524d\u611f\u53d7\u975e\u5e38\u597d\uff0c\u600e\u4e48\u8bf4\u5462\uff0c\u4e4b\u524d\u778e\u4e70\u7684\u65f6\u5019\uff0c\u6bcf\u5929\u5927\u76d8\u5fae\u6da8/\u5fae\u8dcc\uff0c\u6211\u5c31\u8ddf\u7740\u51e0\u5341\u51e0\u767e\u7684\u8d54\uff0c\u5927\u76d8\u5927\u8dcc\u76f4\u63a5\u8d54\u5927\u51e0\u767e\u4e0a\u5343\uff0c\u5927\u76d8\u5927\u6da8\u6211\u5c31\u8ddf\u7740\u8d5a\u4e2a\u4e00\u4e24\u767e\uff0c\u5927\u6982\u8fd9\u79cd\u8282\u594f\uff0c\u8c03\u6574\u4e4b\u540e\uff0c\u5927\u76d8\u8dcc 1%\uff0c\u6211\u624d\u8d54\u4e00\u4e24\u767e\uff0c\u5927\u76d8\u5fae\u6da8/\u5927\u6da8\uff0c\u6211\u90fd\u662f\u5927\u51e0\u767e\u7684\u8d5a\uff0c\u76ee\u524d\u5df2\u7ecf\u89c2\u5bdf\u4e86\u4e00\u4e2a\u591a\u6708\uff0c\u8fd8\u4e0d\u9519\uff0c\u540e\u7eed\u5f97\u7ee7\u7eed\u89c2\u5bdf\uff0c\u5bf9\u4e8e\u6211\u8fd9\u79cd\u6ca1\u5565\u65f6\u95f4\u7814\u7a76\u8fd9\u4e9b\u4e1c\u897f\uff0c\u53c8\u4e0d\u559c\u6b22\u5b58\u94f6\u884c\u7684\uff0c\u611f\u89c9\u8ba9 ai \u5e2e\u6211\u62e9\u4f18\u662f\u6700\u4f18\u89e3\ud83d\ude02", "date_published": "2026-04-23T13:44:27+00:00", "title": "\u8ba9 AI \u5e2e\u6211\u4f18\u5316\u4e86\u4e0b\u503a\u5238\u57fa\u91d1\uff0c\u4e00\u4e2a\u6708\u4e0b\u6765\u4f53\u611f\u5de8\u68d2\uff01", "id": "t/1208112" }, { "author": { "url": "member/darkghost", "name": "darkghost", "avatar": "https://cdn.v2ex.com/gravatar/ddf88a060dd25a27a807327546a55a78?s=73&d=retro" }, "url": "t/1207661", "date_modified": "2026-04-22T02:22:26+00:00", "content_html": "

\u8fd9\u4e2a\u5229\u606f\u7b97\u4f4e\u7684\u5417\uff1f\u62db\u5546\u5929\u5929\u6253\u7535\u8bdd\uff0c\u8fd8\u6b3e\u65b9\u5f0f\u662f\u7b49\u989d\u672c\u606f\uff0c\u5229\u606f\u8d8a\u8fd8\u8d8a\u5c11\uff0c\u5982\u679c\u4e0d\u63d0\u524d\u8fd8\u6b3e\u7684\u8bdd\uff0c\u5927\u81f4\u7b97\u4e86\u4e0b\uff0c\u5229\u606f\u5e94\u8be5\u662f\u7b97\u4f4e\u7684\uff0c\u4e0d\u77e5\u9053\u6709\u6ca1\u6709\u4ec0\u4e48\u5751\uff0c\u8bf7\u6559\u4e0b\u5927\u5bb6

\n", "date_published": "2026-04-22T02:06:46+00:00", "title": "\u5173\u4e8e\u62db\u5546 E \u62db\u8d37\u8bf7\u6559\u4e0b\uff0c 5W \u5143 24 \u671f\uff0c\u5229\u606f\u5171\u8ba1 1676", "id": "t/1207661" }, { "author": { "url": "member/rcj6056", "name": "rcj6056", "avatar": "https://cdn.v2ex.com/gravatar/0309611f6c86b1a4fc2b7c7f2e970d5a?s=73&d=retro" }, "url": "t/1207573", "date_modified": "2026-04-22T00:16:17+00:00", "content_html": "

\u6709\u8682\u8681\u57fa\u91d1\u90a3\u79cd\u80a1\u7968\u6216\u8005\u57fa\u91d1\u7684 k \u7ebf\u56fe\u5417\uff1f

\n", "date_published": "2026-04-21T11:53:05+00:00", "title": "\u5b89\u5353\u539f\u751f\u80a1\u7968 k \u7ebf\u56fe", "id": "t/1207573" }, { "author": { "url": "member/bugnotes", "name": "bugnotes", "avatar": "https://cdn.v2ex.com/gravatar/8be9820e338ea90ef12a03888ef216fa?s=73&d=retro" }, "url": "t/1207434", "date_modified": "2026-04-21T04:07:05+00:00", "content_html": "

\u8fd9\u662f\u4e00\u4e2a\u60b2\u4f24\u7684\u5b9e\u76d8\u590d\u76d8\uff0c\u4e5f\u662f\u4e00\u7bc7\u4ef7\u503c\u53ef\u80fd\u8fdc\u8d85\u672c\u91d1\u7684\u201c\u907f\u5751\u6307\u5357\u201d\u3002

$\"Img\"$ \n $\"Img\"$ \n\u4ea4\u5b66\u8d39\u4e86

\u80cc\u666f\uff1a2005 \u5e74\u5c31\u5f00\u4e86\u80a1\u7968\u8d26\u6237\uff0c\u4f46\u4e00\u76f4\u6ca1\u6709\u4e70\u5356\u8fc7\u80a1\u7968\uff0c\u89c9\u5f97\u770b\u4e0d\u61c2\u3002\u76f4\u5230 2025 \u5e74\u521d\uff0c\u624d\u5f00\u59cb\u5b66\u4e60\u7814\u7a76\u91cf\u5316\uff0c\u5e76\u7528 2.5 \u4e07\u8d77\u6b65\u4eba\u5de5\u6216\u91cf\u5316\u5b9e\u76d8\u3002

\u6bd4\u8f83\u5178\u578b\u65b0\u624b\u884c\u4e3a\uff1a2025 \u5e74 6 \u6708 24 \u65e5 2.5 \u4e07\u5f00\u59cb\uff0c\u8dd1\u4e86 1 \u5468\u6548\u679c\u4e0d\u9519\uff0c7 \u6708 1 \u65e5\u52a0\u4ed3\u5230 5 \u4e07\uff0c\u53c8\u770b\u8fd9\u4e0d\u9519\uff0c8 \u6708 12 \u65e5\u52a0\u4ed3\u5230 10 \u4e07\uff0c\u7ecf\u8fc7 9 \u6708\uff0c10 \u6708\uff0c11 \u6708\u6536\u76ca\u9707\u8361\u4e0b\u884c\uff0chold \u4e0d\u4f4f\u4e86\uff0c12 \u6708\u4e2d\u65ec\u9010\u6b65\u51cf\u5230 3 \u4e07\uff0c\u88ab\u5e02\u573a\u4e0a\u4e86\u4e00\u8bfe\uff0c\u4ea4\u4e86\u5145\u8db3\u7684\u5b66\u8d39\u3002

\u622a\u6b62\u4eca\u5929\u4e8f\u635f 19538 \u5143\uff0c\u4e8f\u635f\u6bd4\u4f8b-20.75%\uff0c\u5b9e\u9645\u91cf\u5316\u4e8f\u635f\u6ca1\u8fd9\u4e48\u591a\uff0c\u91cf\u5316\u4e8f\u635f 11359 \u5143\uff0c\u4e8f\u635f\u6bd4\u4f8b-10.17%\uff0c\u5176\u4ed6 8000 \u591a\u5143\u662f\u4eba\u5de5\u64cd\u4f5c\u4e8f\u7684\uff08\u65b0\u624b\u5e38\u89c1\u884c\u4e3a\uff1a\u770b\u4e0d\u5f97\u8d44\u91d1\u7a7a\u4ed3\uff0c\u6709\u8d44\u91d1\u5c31\u60f3\u64cd\u4f5c\uff0c\u91cf\u5316\u7a7a\u4ed3\u5c31\u4eba\u5de5\u64cd\u4f5c\uff09\u3002

\u6211\u5206\u522b\u8bb0\u5f55\u4e86\u6211\u6bcf\u4e2a\u5b9e\u76d8\u91cf\u5316\u7b56\u7565\u7684\u4ea4\u5272\u5355\uff0c\u4e00\u770b\u5c31\u77e5\u9053\u5404\u4e2a\u91cf\u5316\u7b56\u7565\u7684\u4e8f\u635f\u60c5\u51b5\u3002

\u524d\u540e\u603b\u5171\u5b9e\u76d8\u8fc7 5 \u4e2a\u7b56\u7565\uff0c\u73b0\u5728\u8fd8\u5728\u5b9e\u76d8\u7684\u7b56\u7565 2 \u4e2a\uff0c\u53e6\u5916 3 \u4e2a\u505c\u6389\u4e86\uff0c5 \u4e2a\u7b56\u7565\u90fd\u662f\u5c0f\u5e02\u503c\u7b56\u7565\u3002

$\"Img\"$ \n\u56e0\u4e3a\u4f5c\u4e3a\u4e00\u4e2a\u83dc\u9e1f\uff0c\u6df1\u77e5\u80a1\u5e02\u6c34\u6df1\uff0c\u6240\u4ee5\u5165\u573a\u524d\u6211\u7ed9\u81ea\u5df1\u5b9a\u4e86\u4e2a\u6b7b\u89c4\u77e9\uff1a\u53ea\u62ff\u201c\u5168\u4e8f\u5b8c\u4e5f\u4e0d\u4f1a\u5f71\u54cd\u660e\u5929\u4e2d\u5348\u5403\u732a\u811a\u996d\u201d\u7684\u94b1\u6765\u8bd5\u6c34\u3002

\u8fd9\u4e00\u5e74\uff0c\u4ece\u521a\u8dd1\u901a\u7b2c\u4e00\u4e2a\u7b56\u7565\u65f6\u575a\u4fe1\u80fd\u201c\u6253\u9020\u5370\u949e\u673a\u201d\uff0c\u5230\u540e\u6765\u88ab\u5e02\u573a\u53cd\u590d\u6bd2\u6253\u3001\u5728\u6df1\u591c\u91cc\u6539 Bug \uff0c\u6211\u7ecf\u5386\u4e86\u4e00\u4e2a\u5178\u578b\u201c\u91cf\u5316\u97ed\u83dc\u201d\u7684\u5b8c\u6574\u5fc3\u8def\u5386\u7a0b\u3002\u4eca\u5929\uff0c\u6211\u4eec\u5c31\u6765\u7b97\u7b97\u8fd9\u7b14\u8d26\u3002

1. \u521d\u5165\u91cf\u5316\u7684\u201c\u4e0a\u5e1d\u89c6\u89d2\u201d\uff08\u8fc7\u5ea6\u81ea\u4fe1\u671f\uff09

\u6bcf\u4e2a\u521a\u78b0\u91cf\u5316\u7684\u4eba\uff0c\u90fd\u4f1a\u7ecf\u5386\u4e00\u6bb5\u77ed\u6682\u7684\u201c\u871c\u6708\u671f\u201d\u3002

\u90a3\u65f6\u5019\uff0c\u53ea\u8981\u5728\u56de\u6d4b\u5e73\u53f0\u4e0a\u7a0d\u5fae\u8c03\u6574\u51e0\u4e2a\u53c2\u6570\uff08\u6bd4\u5982\u628a\u5747\u7ebf\u5468\u671f\u6539\u4e00\u6539\uff0c\u52a0\u4e2a MACD \u8fc7\u6ee4\uff09\uff0c\u5c31\u80fd\u8dd1\u51fa\u4e00\u6761\u4ee4\u4eba\u8840\u8109\u8d32\u5f20\u7684\u201c\u5b8c\u7f8e 45 \u5ea6\u89d2\u201d\u5411\u4e0a\u6536\u76ca\u66f2\u7ebf\u3002

$\"Img\"$ \n\u770b\u5230\u7684\u8ba9\u4eba\u5fc3\u52a8\u7684\u7b56\u7565\u6536\u76ca\u793a\u4f8b

\u5e26\u7740\u201c\u539f\u6765\u641e\u94b1\u8fd9\u4e48\u5bb9\u6613\u201d\u7684\u9519\u89c9\uff0c\u6211\u628a\u8fd9 2 \u4e07\u5757\u771f\u91d1\u767d\u94f6\u63a5\u5165\u4e86\u5b9e\u76d8\u3002\n\u7b2c\u4e00\u5929\u4e0a\u7ebf\u7684\u65f6\u5019\uff0c\u90a3\u79cd\u770b\u7740\u7a0b\u5e8f\u81ea\u52a8\u8bfb\u53d6\u884c\u60c5\u3001\u81ea\u52a8\u4e0b\u5355\u3001\u81ea\u52a8\u64a4\u5355\u7684\u723d\u611f\uff0c\u8ba9\u6211\u6709\u4e00\u79cd\u7a33\u62ff\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u7684\u9519\u89c9\u3002

\u7136\u540e\uff0c\u73b0\u5b9e\u7684\u6bd2\u6253\u7acb\u523b\u5c31\u6765\u4e86\u3002\n\u6211\u9047\u5230\u7684\u7b2c\u4e00\u4e2a\u5927\u5751\uff0c\u4e0d\u662f\u7b56\u7565\u5931\u6548\uff0c\u800c\u662f\u4ee3\u7801 Bug \u3002\n\u6bd4\u5982\uff0c\u7b56\u7565\u6761\u4ef6\u89e6\u53d1\u4e86\uff0c\u4f46\u56e0\u4e3a\u6ca1\u6709\u5904\u7406\u597d\u201c\u6da8\u8dcc\u505c\u677f\u4e70\u4e0d\u8fdb/\u5356\u4e0d\u51fa\u201d\u7684\u903b\u8f91\uff0c\u7a0b\u5e8f\u75af\u72c2\u5411\u4ea4\u6613\u6240\u53d1\u5e9f\u5355\u62a5\u62a5\u9519\uff1b\u6216\u8005\u56e0\u4e3a\u7f51\u7edc\u6296\u52a8\u4e86\u4e00\u4e0b\uff0c\u6301\u4ed3\u72b6\u6001\u6ca1\u5bf9\u9f50\uff0c\u8be5\u5356\u7684\u6ca1\u5356\uff0c\u5bfc\u81f4\u76f4\u63a5\u5403\u4e86\u9694\u591c\u7684\u4e00\u4e2a\u5927\u8dcc\u3002

\u90a3\u4e00\u523b\u6211\u624d\u660e\u767d\uff1a\u201c\u5199\u4e00\u4e2a\u80fd\u5728\u5386\u53f2\u6570\u636e\u91cc\u8d5a\u94b1\u7684\u7b56\u7565\u201d\u548c\u201c\u5199\u4e00\u5957\u80fd\u5728\u73b0\u5b9e\u4e16\u754c\u91cc\u6d3b\u4e0b\u6765\u7684\u4ea4\u6613\u7cfb\u7edf\u201d\uff0c\u5b8c\u5168\u662f\u4e24\u7801\u4e8b\u3002

2. \u5e02\u573a\u7684\u6bd2\u6253\u4e0e\u4fe1\u4ef0\u5d29\u584c\uff08\u7edd\u671b\u4e4b\u8c37\uff09

\u5ea6\u8fc7\u4e86\u6700\u521d\u7684\u5de5\u7a0b\u6469\u64e6\u671f\uff0c\u771f\u6b63\u8003\u9a8c\u5fc3\u810f\u7684\u662f\u6781\u7aef\u7684\u5e02\u573a\u884c\u60c5\u3002

\u56de\u6d4b\u91cc\u7684\u6570\u5b57\u662f\u51b0\u51b7\u7684\uff0c\u56de\u64a4 20%\u5728\u4f60\u773c\u91cc\u53ef\u80fd\u53ea\u662f Excel \u91cc\u7684\u4e00\u4e2a\u201c-0.2\u201d\u3002\u4f46\u5728\u5b9e\u76d8\u91cc\uff0c\u770b\u7740\u8d26\u6237\u6bcf\u5929\u7f29\u6c34\uff0c\u4f60\u7684\u5fc3\u7406\u9632\u7ebf\u662f\u4f1a\u5d29\u6e83\u7684\u3002

\u4eca\u5e74\u9047\u5230\u4e86\u597d\u51e0\u6ce2\u98ce\u683c\u5267\u53d8\uff08\u6bd4\u5982\u5fae\u76d8\u80a1\u7684\u6d41\u52a8\u6027\u5371\u673a\uff09\u3002\u6211\u773c\u7741\u7741\u770b\u7740\u5f80\u65e5\u8868\u73b0\u4f18\u5f02\u7684\u7b56\u7565\u8fde\u7eed\u5403\u9762\u3002

$\"Img\"$ \n\u5b9e\u76d8\u5927\u56de\u64a4\u77ac\u95f4*

\u5728\u8fd9\u79cd\u538b\u529b\u4e0b\uff0c\u6211\u72af\u4e86\u91cf\u5316\u4ea4\u6613\u7684\u5927\u5fcc\u2014\u2014\u4eba\u5de5\u5e72\u9884\u673a\u5668\u3002\n\u770b\u7740\u8fde\u7eed\u4e0b\u8dcc\uff0c\u6211\u5b9e\u5728\u5fcd\u4e0d\u4f4f\u4e86\uff0c\u5fc3\u60f3\u201c\u8fd9\u80af\u5b9a\u4e0d\u5bf9\u52b2\u201d\uff0c\u4e8e\u662f\u5f3a\u884c\u624b\u52a8\u5e73\u4ed3\uff0c\u751a\u81f3\u76f4\u63a5\u505c\u6389\u4e86\u7b56\u7565\u3002\u7ed3\u679c\u5f80\u5f80\u662f\uff1a\u6211\u521a\u4e00\u5e73\u4ed3\uff0c\u7b2c\u4e8c\u5929\u5c31\u5927\u6da8\u53cd\u5f39\uff1b\u7b49\u6211\u61ca\u6094\u5730\u518d\u628a\u7a0b\u5e8f\u5f00\u8d77\u6765\uff0c\u5b83\u53c8\u63a5\u5230\u4e86\u5c71\u9876\u4e0a\u3002

\u673a\u5668\u7684\u903b\u8f91\u88ab\u6211\u7684\u4eba\u6027\u5f7b\u5e95\u7834\u574f\uff0c\u4e24\u5934\u6328\u8033\u5149\u3002

\u5230\u4e86\u73b0\u5728\u7b97\u603b\u8d26\uff0c\u8fd9 2 \u4e07\u5757\u94b1\u6700\u7ec8\u2026\u2026\uff08\u4e8f\u635f 19538 \u5143\uff0c\u4e8f\u635f\u6bd4\u4f8b-20.75%\uff09\u3002\u8bb2\u771f\uff0c\u6211\u8fd8\u4e0d\u5982\u628a\u5b83\u653e\u5728\u4f59\u989d\u5b9d\u91cc\u8d5a\u987f\u6392\u9aa8\u6c64\u3002

3. \u4e8f\u94b1\u4e70\u6765\u7684 4 \u4e2a\u201c\u8840\u6cea\u6559\u8bad\u201d

\u867d\u7136\u4e8f\u4e86\u94b1\uff0c\u4f46\u8fd9 2 \u4e07\u5757\u7684\u5b66\u8d39\u4ea4\u5f97\u503c\u3002\u6211\u603b\u7ed3\u4e86 4 \u4e2a\u6781\u5176\u6602\u8d35\u7684\u6559\u8bad\uff1a

\u6559\u8bad\u4e00\uff1a\u5343\u4e07\u8b66\u60d5\u201c\u8fc7\u62df\u5408\u201d\u4e0e\u672a\u6765\u51fd\u6570

\u4f60\u4ee5\u4e3a\u4f60\u53d1\u73b0\u7684\u5723\u676f\uff0c\u5f80\u5f80\u53ea\u662f\u4f60\u7684\u6a21\u578b\u6070\u597d\u201c\u80cc\u8bf5\u201d\u4e86\u8fc7\u53bb\u7684\u5386\u53f2\u7b54\u6848\u3002\u5e02\u573a\u662f\u52a8\u6001\u535a\u5f08\u7684\uff0c\u8fc7\u53bb\u6709\u6548\u4e0d\u4ee3\u8868\u672a\u6765\u6709\u6548\u3002\u5982\u679c\u5728\u56de\u6d4b\u91cc\u52a0\u4e86\u592a\u591a\u6761\u4ef6\u53bb\u8fc7\u6ee4\u4e8f\u635f\u4ea4\u6613\uff0c\u5b9e\u76d8\u5fc5\u7136\u6251\u8857\u3002

\n
? \u907f\u5751\u53c2\u8003\u8d44\u6599\uff1a\u5982\u679c\u4f60\u4e0d\u786e\u5b9a\u81ea\u5df1\u7684\u7b56\u7565\u662f\u5426\u9677\u5165\u4e86\u201c\u8fc7\u62df\u5408\u201d\u7684\u9677\u9631\uff0c\u5efa\u8bae\u8dd1\u5b9e\u76d8\u524d\u5148\u770b\u770b\u8fd9\u7bc7\u805a\u5bbd\u793e\u533a\u5927\u4f6c\u7684\u5e72\u8d27\uff1a\u7b56\u7565\u8fc7\u62df\u5408\u8bca\u65ad\u5de5\u5177\uff0c\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u5957\u975e\u5e38\u7cfb\u7edf\u6027\u7684\u5b9e\u6218\u81ea\u6211\u8bca\u65ad\u65b9\u6cd5\u3002
\n

\u6559\u8bad\u4e8c\uff1a\u78e8\u635f\u662f\u770b\u4e0d\u89c1\u7684\u201c\u5229\u6da6\u523a\u5ba2\u201d

\u5f88\u591a\u65b0\u624b\u56de\u6d4b\u65f6\u6839\u672c\u4e0d\u8bbe\u6ed1\u70b9\uff0c\u6216\u8005\u628a\u624b\u7eed\u8d39\u8bbe\u5f97\u6781\u4f4e\u3002\u5728\u5c0f\u8d44\u91d1\u52a0\u4e0a\u7a0d\u9ad8\u9891\u7684\u4ea4\u6613\u4e0b\uff0c\u4e70\u5356\u4e00\u6b21\u7684\u5370\u82b1\u7a0e\u3001\u4f63\u91d1\uff0c\u52a0\u4e0a\u5b9e\u76d8\u4e70\u9ad8\u4e00\u5206\u3001\u5356\u4f4e\u4e00\u5206\u7684\u6ed1\u70b9\uff0c\u80fd\u628a\u4f60\u9884\u671f\u7684\u5fae\u8584\u5229\u6da6\u5403\u5f97\u5e72\u5e72\u51c0\u51c0\u3002\u4f60\u4ee5\u4e3a\u4f60\u5728\u8d5a\u94b1\uff0c\u5176\u5b9e\u4f60\u5728\u7ed9\u5238\u5546\u6253\u5de5\u3002

\u6211\u5b9e\u9645\u91cf\u5316\u5b9e\u76d8\u7528\u7684\u662f\u4e00\u4e2a\u514d 5 \u4f4e\u4f63\u8d26\u53f7\uff0c\u624b\u7eed\u8d39\u5df2\u7ecf\u662f\u5f88\u4f4e\u5f88\u4f4e\u4e86\uff0c\u4e0d\u7136\u4e8f\u635f\u4f1a\u66f4\u591a\u3002

$\"Img\"$ \n $\"Img\"$

\u6559\u8bad\u4e09\uff1a\u7a33\u5b9a\u5927\u4e8e\u4e00\u5207\uff0c\u5de5\u7a0b\u80fd\u529b\u51b3\u5b9a\u4e0b\u9650

\u7b56\u7565\u518d\u597d\uff0cAPI \u6302\u4e86\u3001\u65ad\u7f51\u4e86\u3001\u8ba2\u5355\u6ca1\u6210\u4ea4\u5bfc\u81f4\u72b6\u6001\u6b7b\u9501\u4e86\uff0c\u5168\u90fd\u6ca1\u7528\u3002\u505a\u597d\u5f02\u5e38\u5904\u7406\u3001\u65ad\u7ebf\u91cd\u8fde\u3001\u5b9e\u76d8\u4e0e\u672c\u5730\u8d26\u6237\u7684\u6570\u636e\u5bf9\u8d26\uff0c\u8fd9\u4e9b\u67af\u71e5\u7684\u201c\u57fa\u7840\u8bbe\u65bd\u201d\u5efa\u8bbe\uff0c\u82b1\u7684\u65f6\u95f4\u6bd4\u5199\u7b56\u7565\u672c\u8eab\u8fd8\u8981\u591a\u3002

\u6559\u8bad\u56db\uff1a\u91cf\u5316\u4ea4\u6613\uff0c\u5176\u5b9e\u66f4\u8003\u9a8c\u201c\u4eba\u6027\u201d

\u6700\u5927\u7684\u654c\u4eba\u4e0d\u662f\u5e02\u573a\uff0c\u800c\u662f\u90a3\u4e2a\u770b\u7740\u8d26\u6237\u56de\u64a4\u60f3\u8981\u201c\u62d4\u7f51\u7ebf\u201d\u7684\u81ea\u5df1\u3002\u771f\u6b63\u6210\u719f\u7684\u91cf\u5316\u4ea4\u6613\uff0c\u662f\u8981\u5728\u8fd9\u4e2a\u7cfb\u7edf\u8dd1\u4e4b\u524d\u5c31\u60f3\u6e05\u695a\u6240\u6709\u6781\u7aef\u60c5\u51b5\uff0c\u7136\u540e\u95ed\u4e0a\u773c\u775b\uff0c\u8ba9\u673a\u5668\u6267\u884c\u3002

4. \u603b\u7ed3\u4e0e\u4e0b\u4e00\u6b65\uff1a\u6211\u8fd8\u505a\u91cf\u5316\u5417\uff1f

\u505a\uff0c\u5f53\u7136\u7ee7\u7eed\u505a\u3002

\u867d\u7136\u7b2c\u4e00\u5e74\u4ea4\u4e86\u5b66\u8d39\uff0c\u4f46\u91cf\u5316\u5e2e\u6211\u6212\u6389\u4e86\u4f5c\u4e3a\u4e00\u4e2a\u6563\u6237\u7684\u201c\u8d4c\u5f92\u5fc3\u7406\u201d\u3002\u6211\u4e0d\u518d\u51ed\u611f\u89c9\u51b2\u52a8\u4e70\u5356\uff0c\u4e0d\u518d\u53bb\u542c\u4fe1\u5404\u79cd\u5927 V \u7684\u5c0f\u9053\u6d88\u606f\uff0c\u4e4b\u524d\u52a0\u7684\u51e0\u4e2a\u5927 V \u7684\u80a1\u7968\u7fa4\u4e5f\u9000\u4e86\u3002\u5b83\u5f3a\u8feb\u6211\u5efa\u7acb\u8d77\u4e86\u4e00\u5957\u5ba2\u89c2\u3001\u53bb\u60c5\u7eea\u5316\u3001\u53ef\u9a8c\u8bc1\u7684\u5e02\u573a\u5206\u6790\u6846\u67b6\u3002

\u63a5\u4e0b\u6765\u7684\u8ba1\u5212\uff0c\u6211\u4f1a\u56de\u5f52\u5e38\u8bc6\uff0c\u964d\u4f4e\u5bf9\u6536\u76ca\u7684\u865a\u5e7b\u9884\u671f\uff0c\u628a\u7cbe\u529b\u66f4\u591a\u5730\u653e\u5728\u4ea4\u6613\u7cfb\u7edf\u7684\u5e95\u5c42\u5efa\u8bbe\u4e0a\u3002\u4e4b\u524d\u89c9\u5f97\u7b56\u7565\u56de\u6d4b\u5e74\u5316\u6ca1\u4e2a\u51e0\u5341\u4e2a\u70b9\uff0c\u90fd\u4e0d\u597d\u610f\u601d\u53d1\u51fa\u6765\uff0c\u4e5f\u4e0d\u4f1a\u8003\u8651\u53bb\u5b9e\u76d8\uff0c\u73b0\u5728\u89c9\u5f97\u80fd\u7a33\u5b9a\u8dd1\u8d62\u6307\u6570\uff0c\u63a7\u5236\u56de\u64a4\uff0c\u5c31\u662f\u4e0d\u9519\u7684\u7b56\u7565\u4e86\u3002

\u66f4\u5173\u6ce8\u7b56\u7565\u7684\u5b9e\u76d8\u8868\u73b0\uff0c\u800c\u4e0d\u662f\u56de\u6d4b\u8868\u73b0\u3002\u4e5f\u5e0c\u671b\u4ece\u6280\u672f\u7684\u89d2\u5ea6\uff0c\u5728\u7b56\u7565\u5b9e\u76d8\u524d\u4e5f\u80fd\u5c3d\u53ef\u80fd\u7684\u901a\u8fc7\u5de5\u5177\u8bc4\u4f30\u7b56\u7565\u53ef\u80fd\u7684\u98ce\u9669\uff08\u6bd4\u5982\u4e0a\u4e0a\u9762\u63d0\u5230\u7684\u793e\u533a\u7684\u8fc7\u62df\u5408\u8bca\u65ad\u5de5\u5177\uff09\uff0c\u800c\u4e0d\u662f\u76f2\u76ee\u4e0a\u5b9e\u76d8\u3002\u4e5f\u8ba4\u8bc6\u5230\u4e0d\u540c\u7b56\u7565\u6709\u4e0d\u540c\u7684\u9002\u7528\u5e02\u573a\uff0c\u9700\u8981\u6839\u636e\u5e02\u573a\u60c5\u51b5\u9009\u62e9\u5408\u9002\u7684\u7b56\u7565\u3002

$\"Img\"$ \n $\"Img\"$

\u6700\u8fd1\u5728\u7814\u7a76\u7684\u7b56\u7565

\u4e2a\u4eba\u7684\u529b\u91cf\u548c\u8ba4\u77e5\u662f\u6709\u9650\u7684\uff0c\u5411\u5927\u5bb6\u5b66\u4e60\uff0c\u7cbe\u8fdb\u81ea\u5df1\uff0c\u4e5f\u5e0c\u671b\u548c\u5927\u5bb6\u4e00\u8d77\u4ea4\u6d41\uff0c\u5171\u540c\u8fdb\u6b65\uff0c\u4efb\u91cd\u9053\u8fdc\u3002

\u6700\u540e\uff0c\u7ed9\u6240\u6709\u60f3\u7528 Python \u5199\u4e2a\u4ee3\u7801\u6216\u91cf\u5316\u5e73\u53f0\u590d\u5236\u4e00\u4e2a\u7b56\u7565\u5c31\u53bb\u80a1\u5e02\u91cc\u6361\u94b1\u7684\u65b0\u624b\u4e00\u53e5\u5fe0\u544a\uff1a\u6c38\u8fdc\u656c\u754f\u5e02\u573a\uff01\u8bf7\u52a1\u5fc5\u53ea\u62ff\u201c\u4e8f\u5149\u4e86\u4e5f\u4e0d\u5f71\u54cd\u751f\u6d3b\u201d\u7684\u94b1\u6765\u4ea4\u5b66\u8d39\u3002