{"id":13685,"date":"2026-05-21T17:41:53","date_gmt":"2026-05-21T09:41:53","guid":{"rendered":"https:\/\/ihower.tw\/blog\/?p=13685"},"modified":"2026-05-21T17:42:36","modified_gmt":"2026-05-21T09:42:36","slug":"aie-ak","status":"publish","type":"post","link":"https:\/\/ihower.tw\/blog\/13685-aie-ak","title":{"rendered":"\u611b\u597d AI Engineer \u96fb\u5b50\u5831 \ud83d\ude80 \u5927\u795e AK \u52a0\u5165 Anthropic #37"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><a href=\"https:\/\/ihower.tw\/opt-in\/gai\">\u6b61\u8fce\u8a02\u95b1 \ud83d\udcec<\/a>&nbsp;\u611b\u597d AI Engineer \u96fb\u5b50\u5831&nbsp;<a href=\"https:\/\/ihower.tw\/blog\/category\/aie\">\u904e\u5f80\u671f\u6578\u9ede\u9019<\/a>&nbsp;\ud83d\udcda<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/blog.aihao.tw\/assets\/images\/openai-goblins.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>Hello! \u5404\u4f4d AI \u958b\u767c\u8005\u5927\u5bb6\u597d \ud83d\udc4b<\/p>\n\n\n\n<p>\u5e7e\u500b\u6211\u95dc\u6ce8\u7684\u6d88\u606f:<\/p>\n\n\n\n<p><strong>\ud83e\udde0 \u5927\u795e Andrej Karpathy \u5ba3\u4f48\u52a0\u5165 Anthropic<\/strong> \u2014 \u672c\u9031\u6700\u5927\u516b\u5366\u65b0\u805e\uff08<a href=\"https:\/\/x.com\/karpathy\/status\/2056753169888334312\">AK \u63a8\u6587<\/a>\uff09<\/p>\n\n\n\n<p><strong>\ud83d\udd0a OpenAI \u65b0\u7684 Realtime Models<\/strong> \u2014 OpenAI \u767c\u4e86\u4e09\u500b\u5373\u6642\u8a9e\u97f3\u6a21\u578b: GPT-Realtime-2\uff08\u5373\u6642\u8a9e\u97f3\u6a21\u578b\uff09\u3001GPT-Realtime-Translate\uff0870+ \u8a9e\u8a00\u5373\u6642\u7ffb\u8b6f\uff09\u3001GPT-Realtime-Whisper\uff08\u4e32\u6d41\u8a9e\u97f3\u8f49\u6587\u5b57\uff09\u3002\uff08<a href=\"https:\/\/openai.com\/index\/advancing-voice-intelligence-with-new-models-in-the-api\/\">\u5b98\u65b9\u6587\u7ae0<\/a>\uff09<\/p>\n\n\n\n<p><strong>\ud83d\udcca \u793e\u7fa4\u98a8\u5411: Claude 4.7 \u4e0d\u5982\u9810\u671f\uff0cGPT-5.5 \u597d\u8a55 + Codex App \u7e7c\u7e8c\u5927\u7206\u767c<\/strong> \u2014 Claude Opus 4.7 \u56db\u6708\u4e2d\u51fa\u4f86\u5f8c\uff0c\u793e\u7fa4\u9ad4\u611f\u89ba\u5f97\u6c92\u6709\u660e\u986f\u63d0\u5347\uff0c\u751a\u81f3\u6709\u9000\u6b65\u7684\u8072\u97f3\u3002\u66f4\u8b93 API \u7528\u6236\u4e0d\u6eff\u7684\u662f\uff0c4.7 \u63db\u4e86\u65b0\u7684 tokenizer\uff0c\u76f8\u540c\u7684\u8f38\u5165\u6703\u7522\u751f\u591a 20\u201345% \u7684 tokens\uff08<a href=\"https:\/\/platform.claude.com\/docs\/en\/about-claude\/pricing\">\u5b98\u65b9\u8aaa\u6cd5<\/a>\u662f 1.0\u20131.35x\uff0c<a href=\"https:\/\/simonwillison.net\/2026\/apr\/20\/claude-token-counts\/\">Simon Willison \u5be6\u6e2c<\/a>\u6700\u9ad8\u5230 1.47x\uff09\u3002\u96d6\u7136\u6bcf token \u55ae\u50f9\u6c92\u8b8a\uff0c\u4f46\u5be6\u969b\u5e33\u55ae\u662f\u8b8a\u8cb4\u7684\uff0c<a href=\"https:\/\/www.juheapi.com\/blog\/claude-opus-4-7-tokenizer-cost-api-teams\">OpenRouter \u771f\u5be6\u6d41\u91cf\u5206\u6790<\/a>\u986f\u793a\u6210\u672c\u589e\u52a0 12\u201327%\uff0c\u7b49\u65bc\u662f\u96b1\u6027\u6f32\u50f9\uff08\u5206\u6790<a href=\"https:\/\/byteiota.com\/claude-opus-4-7-tokenizer-35-cost-inflation-hits-api-users\/\">1<\/a>\u3001<a href=\"https:\/\/www.finout.io\/blog\/claude-opus-4.7-pricing-the-real-cost-story-behind-the-unchanged-price-tag\">2<\/a>\uff09\u3002\u76f8\u6bd4\u4e4b\u4e0b GPT-5.5 \u8a55\u50f9\u666e\u904d\u6b63\u9762\uff0cCodex App \u642d\u914d GPT-5.5 \u4e4b\u5f8c\u5be6\u7528\u6027\u518d\u4e0a\u4e00\u500b\u53f0\u968e\uff0c\u5169\u5bb6\u7af6\u722d\u8d8a\u4f86\u8d8a\u6fc0\u70c8\u4e86\u3002<\/p>\n\n\n\n<p><strong>\ud83e\udea6 OpenAI API \u95dc\u9589 fine-tuning \u6a21\u578b\u5fae\u8abf\u529f\u80fd<\/strong>\uff0c\u81f3\u65bc Claude API \u5f9e\u982d\u5230\u5c3e\u90fd\u6c92\u63d0\u4f9b\uff0cGemini API \u66fe\u7d93\u6709\u4f46\u73fe\u5728\u4e5f\u95dc\u9589\u4e86(\u8981\u5728 Vertex AI \u88e1\u9762\u9084\u53ef\u4ee5\u5fae\u8abf\u820a\u7684 Gemini 2.5)\u3002<br>\u5c0d\u591a\u6578 AI \u5de5\u7a0b\u4f86\u8aaa, \u5fae\u8abf\u5f9e\u4f86\u5c31\u4e0d\u662f\u4e3b\u6d41\u8def\u7dda\u3002\u505a prompt\/context\/harness engineering \u5e7e\u4e4e\u5c31\u5920\u5fd9\u4e86\u3002<br>\u5982\u679c\u9700\u8981\u5fae\u8abf\u7684\u8a71\uff0c\u73fe\u5728\u53ea\u80fd\u7528\u958b\u6e90\u6a21\u578b\u4e86\u3002\uff08<a href=\"https:\/\/www.facebook.com\/ihower\/posts\/pfbid02QR2oemeQfc7DEydfFo2ANopcztA2wE6oxkqVREWu3tCyGXXuWPVk58ZPacPjuwWjl\">\u6211\u7684\u89c0\u5bdf<\/a>\uff09<\/p>\n\n\n\n<p><strong>\ud83e\udd16 \u6700\u8fd1\u89ba\u5f97\u53b2\u5bb3\u7684\u9ed1\u79d1\u6280: <a href=\"https:\/\/thinkingmachines.ai\/blog\/interaction-models\">Interaction Models<\/a><\/strong> \u2014 \u524d OpenAI CTO Mira Murati \u5275\u8fa6\u7684 Thinking Machines Lab \u767c\u8868\u4e86\u4e00\u500b\u539f\u751f\u652f\u63f4\u300c\u908a\u8aaa\u908a\u807d\u908a\u601d\u8003\u300d\u7684\u5373\u6642 AI \u6a21\u578b\u3002\u76ee\u524d\u7684\u5373\u6642\u8a9e\u97f3 AI\uff08\u5305\u62ec OpenAI GPT-Realtime \u548c Gemini Live\uff09\u672c\u8cea\u4e0a\u9084\u662f\u300c\u8f2a\u6d41\u8aaa\u8a71\u300d\u7684\u56de\u5408\u5236\uff0c\u8981\u5148\u900f\u904e VAD \u5075\u6e2c\u4f60\u8b1b\u5b8c\uff0c\u6a21\u578b\u624d\u958b\u59cb\u56de\u8986\u3002\u800c\u9019\u500b Interaction Models \u900f\u904e\u6bcf 200 \u6beb\u79d2\u7684\u5fae\u8f2a\u6b21\uff0c\u8b93\u6a21\u578b\u4e0d\u518d\u6709\u660e\u78ba\u7684\u300c\u4f60\u7684\u56de\u5408 \/ \u6211\u7684\u56de\u5408\u300d\u908a\u754c\uff0c\u6301\u7e8c\u540c\u6642\u8655\u7406\u97f3\u8a0a\u3001\u5f71\u50cf\u548c\u6587\u5b57\u4e09\u6a21\u614b\uff0c\u9084\u6709\u524d\u53f0\u4e92\u52d5\u6a21\u578b + \u5f8c\u53f0\u63a8\u7406\u6a21\u578b\u7684\u96d9\u5c64\u67b6\u69cb\u3002<\/p>\n\n\n\n<p>\u4ed6\u5011\u8a2d\u8a08\u7684\u5e7e\u500b\u5168\u65b0 benchmark\uff08\u4e3b\u52d5\u958b\u53e3\u3001\u9069\u6642\u63d2\u8a71\u3001\u5373\u6642\u8fa8\u8b58\u5f71\u7247\u52d5\u4f5c\u908a\u754c\u7b49\uff09\uff0c\u7528 GPT-Realtime-2.0 \u6e2c\u5e7e\u4e4e\u90fd\u662f\u96f6\u5206\uff0c\u56e0\u70ba\u56de\u5408\u5236\u67b6\u69cb\u6839\u672c\u7121\u6cd5\u8655\u7406\u300c\u6301\u7e8c\u611f\u77e5 + \u4e3b\u52d5\u56de\u61c9\u300d\u7684\u4efb\u52d9\u3002\u63a8\u85a6\u770b\u4ed6\u5011\u7db2\u9801\u4e0a Figure 8 \u7684 demo\uff0c\u9ad4\u9a57\u5b8c\u5168\u4e0d\u540c\u7b49\u7d1a\u3002\u6c92\u60f3\u5230\u5373\u6642\u4e92\u52d5\u53ef\u4ee5\u505a\u5230\u9019\u7a2e\u7a0b\u5ea6\uff0cRealtime AI \u7684\u5929\u82b1\u677f\u88ab\u5f80\u4e0a\u63a8\u4e86\u4e00\u5927\u622a\u3002\uff08<a href=\"https:\/\/www.facebook.com\/ihower\/posts\/pfbid02FUiqAcbL9DTBfXezVfvzi7EsvpWhhZScxwGSWy34Bz4L4CFT39VPxA99vCEGSWz4l\">\u6211\u7684\u89c0\u5bdf<\/a>\uff09<\/p>\n\n\n\n<p><strong>\ud83d\udcfa Google I\/O 2026<\/strong> \u2014 \u6709\u8208\u8da3\u7684\u53ef\u4ee5\u53bb\u770b <a href=\"https:\/\/blog.google\/innovation-and-ai\/technology\/ai\/google-io-2026-all-our-announcements\/\">Google \u5b98\u65b9\u6574\u7406\u7684 100 \u9805\u516c\u544a<\/a>\u3002<\/p>\n\n\n\n<p>\u2b07\ufe0f \u4ee5\u4e0b\u662f\u81ea\u4e0a\u671f\u4ee5\u4f86\uff0c\u4f7f\u7528 AI \u6574\u7406\u751f\u6210\u7684\u6587\u7ae0 \u2b07\ufe0f<\/p>\n\n\n\n<p>\u5167\u5bb9\u5f88\u591a\uff0c\u6211\u5c31\u4e0d\u4e00\u4e00\u9ede\u8a55\u6458\u8981\u4e86\uff0c\u7279\u5225\u63a8\u85a6\u7684\u6211\u653e\u500b \ud83d\udc4d<\/p>\n\n\n\n<!--more-->\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/blog.aihao.tw\/2026\/05\/21\/interconnects-open-models-2026\/\">\u5f9e Interconnects AI \u770b 2026 \u958b\u6e90\u6a21\u578b\u5168\u666f: \u5dee\u8ddd\u3001\u84b8\u993e\u3001\u4e2d\u570b\u8207\u4e0b\u4e00\u6b65<\/a> \ud83d\udc4d<\/li>\n\n\n\n<li><a href=\"https:\/\/blog.aihao.tw\/2026\/05\/20\/openai-goblins-reward-hacking\/\">\u7576 RLHF \u734e\u52f5\u4fe1\u865f\u5931\u63a7: \u5f9e OpenAI \u54e5\u5e03\u6797\u4e8b\u4ef6\u5230\u5404\u5bb6 LLM \u7684\u53e3\u982d\u79aa\u7814\u7a76<\/a> \ud83d\udc4d<\/li>\n\n\n\n<li><a href=\"https:\/\/blog.aihao.tw\/2026\/05\/20\/working-with-ai-compound\/\">\u5982\u4f55\u8b93 AI \u5354\u4f5c\u8d8a\u7528\u8d8a\u9806? Eugene Yan \u4e94\u5c64\u8907\u5229\u5de5\u4f5c\u6cd5\u5b8c\u6574\u89e3\u8b80<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/blog.aihao.tw\/2026\/05\/20\/llm-knowledge-base\/\">LLM Knowledge Base: \u7528 LLM \u7de8\u8b6f\u500b\u4eba\u77e5\u8b58\u5eab\uff0c\u5404\u8def\u5be6\u4f5c\u5168\u6bd4\u8f03<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/blog.aihao.tw\/2026\/05\/20\/eval-is-spec\/\">Eval \u5c31\u662f Spec: AI Agent \u7684\u898f\u683c\u66f8\u4e0d\u662f PRD\uff0c\u800c\u662f\u4e0a\u767e\u4e0a\u5343\u689d Eval<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/blog.aihao.tw\/2026\/05\/20\/ai-job-replacement-debate\/\">AI \u53d6\u4ee3\u8ad6\u6b63\u5728\u9000\u71d2: 2026 \u5e74\u7684\u6578\u64da\u548c\u73fe\u5be6\u544a\u8a34\u6211\u5011\u4ec0\u9ebc<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/blog.aihao.tw\/2026\/05\/19\/multi-agent-anti-patterns-and-patterns\/\">Multi-Agent \u67b6\u69cb\u518d\u63a2: \u4e09\u7701\u516d\u90e8\u53cd\u6a21\u5f0f\u548c\u696d\u754c\u6536\u6582\u5171\u8b58<\/a> \ud83d\udc4d<\/li>\n\n\n\n<li><a href=\"https:\/\/blog.aihao.tw\/2026\/05\/19\/claude-managed-agents-architecture\/\">\u5f9e Claude Managed Agents \u5b78 Agent Harness \u67b6\u69cb\u8a2d\u8a08<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/blog.aihao.tw\/2026\/05\/19\/coding-agent-auto-approval-design\/\">\u5982\u4f55\u8a2d\u8a08 AI Agent \u81ea\u52d5\u5be9\u6279(Auto-Approval)\u7cfb\u7d71: \u5f9e Claude Code \u548c Codex \u5b78\u5230\u7684\u4e03\u500b\u539f\u5247<\/a> \ud83d\udc4d<\/li>\n\n\n\n<li><a href=\"https:\/\/blog.aihao.tw\/2026\/05\/18\/agent-experience-designing-for-agents\/\">Agent Experience (AX): \u7576 AI Agent \u6210\u70ba\u7528\u6236\uff0c\u7522\u54c1\u8a72\u600e\u9ebc\u8a2d\u8a08? \u4ee5\u8a2d\u8a08 CLI \u70ba\u4f8b<\/a> \ud83d\udc4d<\/li>\n\n\n\n<li><a href=\"https:\/\/blog.aihao.tw\/2026\/05\/18\/ai-product-management\/\">AI \u6642\u4ee3\u7684\u7522\u54c1\u7ba1\u7406: \u7576\u6a21\u578b\u6307\u6578\u6210\u9577\uff0cPM \u7684\u89d2\u8272\u6b63\u5728\u88ab\u91cd\u65b0\u5b9a\u7fa9<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/blog.aihao.tw\/2026\/05\/18\/cloud-agent-vs-localhost-agent\/\">Cloud Agent \u70ba\u4f55\u5931\u9748? \u958b\u767c\u8005\u70ba\u4ec0\u9ebc\u4e0d\u9858\u628a\u74b0\u5883\u4ea4\u51fa\u53bb<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/blog.aihao.tw\/2026\/05\/04\/adding-error-bars-to-evals\/\">\u505a LLM \u8a55\u4f30\u61c9\u8a72\u8981\u77e5\u9053\u7684\u7d71\u8a08\u89c0\u5ff5<\/a><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4e0b\u4e00\u671f\u7684\u4e3b\u984c\u662f <strong>Harness Engineering<\/strong>\uff0c\u656c\u8acb\u671f\u5f85 \ud83d\udd25 \u9019\u4e5f\u6703\u662f\u6211\u5728 <a href=\"https:\/\/blindegg.kktix.cc\/events\/2026gaiconf\">Gen AI \u5e74\u6703<\/a> \u7684\u6f14\u8b1b\u984c\u76ee\u3002<\/p>\n\n\n\n<p>\u5e0c\u671b\u4f60\u6703\u559c\u6b61\u9019\u96c6\u5167\u5bb9\uff01\u6709\u4efb\u4f55\u60f3\u8ddf\u6211\u5206\u4eab\u7684\u4e8b\u60c5\uff0c\u4e5f\u6b61\u8fce\u76f4\u63a5\u56de\u8986\u9019\u5c01\u4fe1\u7d66\u6211\u3002<\/p>\n\n\n\n<p>\u2013 ihower<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6b61\u8fce\u8a02\u95b1 \ud83d\udcec&nbsp;\u611b\u597d AI Engineer \u96fb\u5b50\u5831&nbsp;\u904e\u5f80\u671f\u6578\u9ede\u9019&nbsp;\ud83d\udcda Hello &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/ihower.tw\/blog\/13685-aie-ak\" class=\"more-link\">\u95b1\u8b80\u5168\u6587<span class=\"screen-reader-text\">\u3008\u611b\u597d AI Engineer \u96fb\u5b50\u5831 \ud83d\ude80 \u5927\u795e AK \u52a0\u5165 Anthropic #37\u3009<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[91],"tags":[],"class_list":["post-13685","post","type-post","status-publish","format-standard","hentry","category-aie","entry"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/p1q6tG-3yJ","jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts\/13685","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/comments?post=13685"}],"version-history":[{"count":3,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts\/13685\/revisions"}],"predecessor-version":[{"id":13688,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts\/13685\/revisions\/13688"}],"wp:attachment":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/media?parent=13685"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/categories?post=13685"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/tags?post=13685"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}