AI \u6668\u62a5 \u00b7 2026\u5e7407\u670809\u65e5 \u661f\u671f\u56db<\/title>\n<style>\n:root{\n--orange:#E8946D;\n--beige:#F5EDE3;\n--oatmeal:#EBE1D6;\n--milk:#FFFDF9;\n--text-primary:#4A3F35;\n--text-secondary:#7A6E63;\n--text-muted:#A69B8E;\n--border:#E8DDD2;\n--shadow:rgba(74,63,53,0.06);\n--card-bg:#FFFFFF;\n--radius-sm:8px;\n--radius-md:12px;\n--radius-lg:20px;\n--font:-apple-system,BlinkMacSystemFont,\"Segoe UI\",\"PingFang SC\",\"Hiragino Sans GB\",\"Microsoft YaHei\",\"Helvetica Neue\",Helvetica,Arial,sans-serif;\n}\n*{margin:0;padding:0;box-sizing:border-box}\nbody{font-family:var(--font);background:linear-gradient(165deg,var(--beige) 0%,var(--oatmeal) 40%,var(--milk) 100%);color:var(--text-primary);min-height:100vh;line-height:1.6;-webkit-font-smoothing:antialiased;}\n.container{max-width:1100px;margin:0 auto;padding:20px;}\n.hero{background:linear-gradient(135deg,var(--orange) 0%,#D4A06A 50%,#C99478 100%);color:white;border-radius:var(--radius-lg);padding:48px 36px;text-align:center;margin-bottom:32px;position:relative;overflow:hidden;box-shadow:0 12px 40px rgba(232,148,109,0.25);}\n.hero::before{content:'';position:absolute;top:-60%;right:-30%;width:500px;height:500px;background:radial-gradient(circle,rgba(255,255,255,0.12) 0%,transparent 70%);border-radius:50%;pointer-events:none;}\n.hero::after{content:'';position:absolute;bottom:-40%;left:-20%;width:400px;height:400px;background:radial-gradient(circle,rgba(255,255,255,0.08) 0%,transparent 70%);border-radius:50%;pointer-events:none;}\n.hero-date{font-size:1.5rem;font-weight:300;letter-spacing:2px;opacity:0.92;margin-bottom:8px;position:relative;z-index:1;}\n.hero-title{font-size:2.4rem;font-weight:700;letter-spacing:1px;margin-bottom:24px;position:relative;z-index:1;}\n.hero-stats{display:flex;justify-content:center;gap:24px;flex-wrap:wrap;position:relative;z-index:1;}\n.stat-pill{background:rgba(255,255,255,0.18);backdrop-filter:blur(10px);border:1px solid rgba(255,255,255,0.25);border-radius:50px;padding:10px 22px;display:flex;align-items:center;gap:8px;font-size:0.92rem;font-weight:500;transition:transform 0.2s ease;}\n.stat-pill:hover{transform:translateY(-2px);background:rgba(255,255,255,0.26);}\n.stat-num{font-size:1.5rem;font-weight:700;}\n.stat-dot{width:10px;height:10px;border-radius:50%;display:inline-block;}\n.nav-anchor{display:flex;justify-content:center;gap:10px;flex-wrap:wrap;margin-bottom:40px;}\n.nav-btn{background:var(--card-bg);border:1px solid var(--border);color:var(--text-secondary);padding:8px 18px;border-radius:50px;font-size:0.85rem;cursor:pointer;text-decoration:none;transition:all 0.2s ease;font-family:var(--font);font-weight:500;}\n.nav-btn:hover{color:var(--orange);border-color:var(--orange);transform:translateY(-1px);box-shadow:0 4px 12px var(--shadow);}\n.category-section{margin-bottom:44px;}\n.section-title{font-size:1.3rem;font-weight:700;color:var(--text-primary);margin-bottom:18px;display:flex;align-items:center;gap:10px;}\n.section-dot{width:12px;height:12px;border-radius:4px;flex-shrink:0;}\n.section-count{background:var(--beige);color:var(--text-muted);font-size:0.8rem;font-weight:600;padding:2px 10px;border-radius:20px;margin-left:auto;}\n.card-grid{display:grid;grid-template-columns:repeat(3,1fr);gap:18px;}\n.card{background:var(--card-bg);border-radius:var(--radius-md);padding:22px;border:1px solid var(--border);transition:all 0.3s ease;opacity:1;transform:translateY(0);display:flex;flex-direction:column;position:relative;overflow:hidden;}\n.card:hover{box-shadow:0 8px 28px var(--shadow),0 2px 8px rgba(232,148,109,0.08);border-color:color-mix(in srgb,var(--orange)40%,white);transform:translateY(-3px);}\n.card-header{display:flex;align-items:center;justify-content:space-between;margin-bottom:10px;}\n.card-index{background:linear-gradient(135deg,var(--orange),#D4A06A);color:white;width:28px;height:28px;border-radius:8px;display:flex;align-items:center;justify-content:center;font-size:0.78rem;font-weight:700;flex-shrink:0;}\n.chip{font-size:0.72rem;padding:2px 10px;border-radius:20px;font-weight:500;white-space:nowrap;overflow:hidden;text-overflow:ellipsis;max-width:140px;}\n.card-title{font-size:0.98rem;font-weight:600;color:var(--text-primary);line-height:1.45;margin-bottom:8px;display:-webkit-box;-webkit-line-clamp:2;-webkit-box-orient:vertical;overflow:hidden;min-height:2.9em;}\n.card-summary{font-size:0.84rem;color:var(--text-secondary);line-height:1.65;display:-webkit-box;-webkit-line-clamp:9;-webkit-box-orient:vertical;overflow:hidden;flex:1;min-height:5em;}\n.card-summary.empty{color:var(--text-muted);font-style:italic;}\n.card-footer{display:flex;align-items:center;justify-content:space-between;margin-top:14px;padding-top:12px;border-top:1px dashed var(--border);}\n.card-time{font-size:0.75rem;color:var(--text-muted);}\n.card-link{font-size:0.8rem;color:var(--orange);font-weight:600;text-decoration:none;white-space:nowrap;transition:color 0.2s;}\n.card-link:hover{color:#d47a46;text-decoration:underline;}\n.footer{text-align:center;padding:32px 0 20px;color:var(--text-muted);font-size:0.78rem;border-top:1px solid var(--border);margin-top:20px;line-height:1.8;}\n@media(max-width:900px){.card-grid{grid-template-columns:repeat(2,1fr);gap:14px;}}\n@media(max-width:600px){\n.container{padding:14px;}\n.hero{padding:32px 20px;}\n.hero-title{font-size:1.7rem;}\n.hero-date{font-size:1.15rem;}\n.hero-stats{gap:10px;}\n.stat-pill{padding:7px 14px;font-size:0.82rem;}\n.nav-anchor{gap:6px;}\n.nav-btn{padding:6px 12px;font-size:0.78rem;}\n.card-grid{grid-template-columns:1fr;gap:14px;}\n.card{padding:18px;}\n.section-title{font-size:1.12rem;}\n}\n@keyframes fadeInUp{from{opacity:0;transform:translateY(24px);}to{opacity:1;transform:translateY(0);}}\n.card.animate-in{animation:fadeInUp 0.5s ease forwards;}\n\/* \u65e0JS\u65f6\u5361\u7247\u9ed8\u8ba4\u53ef\u89c1\uff0c\u6709JS\u65f6\u901a\u8fc7data-animate\u63a7\u5236\u52a8\u753b *\/\n.card[data-animate]{opacity:0;transform:translateY(24px);}\n.card[data-animate].visible{opacity:1;transform:translateY(0);}\n<\/style>\n<\/head>\n<body>\n<div class=\"container\">\n\n<header class=\"hero\">\n <div class=\"hero-date\">2026\u5e7407\u670808\u65e5 \u661f\u671f\u4e09<\/div>\n <h1 class=\"hero-title\">★ AI \u6668\u62a5\u65e5\u62a5<\/h1>\n <div class=\"hero-stats\">\n <div class=\"stat-pill\"><span class=\"stat-num\">24<\/span><span>\u6761\u8d44\u8baf<\/span><\/div>\n <div class=\"stat-pill\"><span class=\"stat-dot\" style=\"background:#E8956F\"><\/span>\u6a21\u578b 1<\/div>\n <div class=\"stat-pill\"><span class=\"stat-dot\" style=\"background:#D4A76A\"><\/span>\u4ea7\u54c1 8<\/div>\n <div class=\"stat-pill\"><span class=\"stat-dot\" style=\"background:#9DBFAF\"><\/span>\u884c\u4e1a 4<\/div>\n <div class=\"stat-pill\"><span class=\"stat-dot\" style=\"background:#8BA8C8\"><\/span>\u8bba\u6587 3<\/div>\n <div class=\"stat-pill\"><span class=\"stat-dot\" style=\"background:#C99B9B\"><\/span>\u6280\u5de7 8<\/div>\n <\/div>\n<\/header>\n\n<nav class=\"nav-anchor\">\n <a href=\"#sec-ai-models\" class=\"nav-btn\">🤖 \u6a21\u578b\u53d1\u5e03<\/a>\n <a href=\"#sec-ai-products\" class=\"nav-btn\">📦 \u4ea7\u54c1\u53d1\u5e03<\/a>\n <a href=\"#sec-industry\" class=\"nav-btn\">📊 \u884c\u4e1a\u52a8\u6001<\/a>\n <a href=\"#sec-paper\" class=\"nav-btn\">📄 \u8bba\u6587\u7814\u7a76<\/a>\n <a href=\"#sec-tip\" class=\"nav-btn\">💡 \u6280\u5de7\u89c2\u70b9<\/a>\n<\/nav>\n\n<section id=\"sec-ai-models\" class=\"category-section\">\n<h2 class=\"section-title\"><span class=\"section-dot\" style=\"background:#E8956F\"><\/span>\u6a21\u578b\u53d1\u5e03\/\u66f4\u65b0<span class=\"section-count\">1<\/span><\/h2>\n<div class=\"card-grid\">\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">1<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#E8956F15%,white);color:#E8956F;border:1px solid color-mix(in srgb,#E8956F30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">Meta Superintelligence Labs \u63a8\u51fa Muse Image \u548c Muse Video<\/h3>\n <p class=\"card-summary\">Meta Superintelligence Labs \u53d1\u5e03\u9996\u4e2a\u5a92\u4f53\u751f\u6210\u6a21\u578b Muse Image \u548c Muse Video\u3002Muse Image \u662f\u76ee\u524d\u6700\u5148\u8fdb\u7684\u56fe\u50cf\u751f\u6210\u6a21\u578b\uff0c\u80fd\u7cbe\u786e\u9075\u5faa\u6307\u4ee4\u3001\u7cbe\u51c6\u7f16\u8f91\u3001\u591a\u53c2\u8003\u6784\u56fe\uff0c\u5e76\u5229\u7528 Instagram \u793e\u4ea4\u4e0a\u4e0b\u6587\u3002\u5b83\u8fd8\u5177\u5907\u667a\u80fd\u4f53\u5de5\u5177\u4f7f\u7528\u80fd\u529b\u5e76\u96c6\u6210 Muse Spark\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 18:00<\/span>\n <a href=\"https:\/\/x.com\/AIatMeta\/status\/2074577662840832382\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<\/div>\n<\/section>\n<section id=\"sec-ai-products\" class=\"category-section\">\n<h2 class=\"section-title\"><span class=\"section-dot\" style=\"background:#D4A76A\"><\/span>\u4ea7\u54c1\u53d1\u5e03\/\u66f4\u65b0<span class=\"section-count\">8<\/span><\/h2>\n<div class=\"card-grid\">\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">2<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">MIRA\uff1a\u53ef\u73a9\u591a\u4eba\u4e16\u754c\u6a21\u578b\uff0c20 FPS\u5b9e\u65f6\u751f\u6210\u201c\u706b\u7bad\u8054\u76df\u7684\u68a6\u201d<\/h3>\n <p class=\"card-summary\">MIRA\u662f\u4e00\u4e2a\u53ef\u73a9\u3001\u591a\u4eba\u7684\u4e16\u754c\u6a21\u578b\uff0c\u88ab\u5f62\u5bb9\u4e3a\u201c\u706b\u7bad\u8054\u76df\u7684\u68a6\u201d\u3002\u5b83\u57fa\u4e8e10k\u5c0f\u65f6\u516c\u5f00\u673a\u5668\u4eba\u6536\u96c6\u7684\u6570\u636e\u8bad\u7ec3\uff0c\u5b66\u4e60\u56db\u73a9\u5bb6\u6e38\u620f\u52a8\u6001\uff0c\u6839\u636e\u6309\u952e\u5b9e\u65f6\u751f\u6210\u753b\u9762\uff0c\u5e27\u7387\u8fbe20 FPS\u3002\u6a21\u578b\u7531General Intuition\u4e0eKyutai Labs\u8054\u5408\u6784\u5efa\uff0cEpic Games\u63d0\u4f9b\u534f\u4f5c\u3002Ethan Mollick\u79f0\u4ece\u6700\u65e9\u7684\u6269\u6563DOOM\u73a9\u8fc7\u6765\uff0c\u591a\u4eba20 FPS\u6548\u679c\u51fa\u8272\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 18:00<\/span>\n <a href=\"https:\/\/x.com\/emollick\/status\/2074348274136346871\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">3<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">Hacker News<\/span>\n <\/div>\n <h3 class=\"card-title\">Rowboat\uff1a\u5f00\u6e90\u3001\u672c\u5730\u4f18\u5148\u7684\u684c\u9762AI\u52a9\u624b<\/h3>\n <p class=\"card-summary\">Rowboat \u662f\u4e00\u4e2a\u5f00\u6e90\u3001\u672c\u5730\u4f18\u5148\u7684\u684c\u9762 AI \u52a9\u624b\uff0c\u5c06\u90ae\u4ef6\u3001\u4f1a\u8bae\u3001Slack \u7b49\u6570\u636e\u7d22\u5f15\u4e3a Obsidian \u98ce\u683c\u7684\u77e5\u8bc6\u56fe\u8c31\uff0c\u63d0\u4f9b\u6301\u4e45\u4e0a\u4e0b\u6587\u8bb0\u5fc6\u3002\u5185\u7f6e\u90ae\u4ef6\u5ba2\u6237\u7aef\u3001\u6d4f\u89c8\u5668\u3001\u4f1a\u8bae\u8bb0\u5f55\u5668\u3001\u4ee3\u7801\u6a21\u5f0f\uff08\u53ef\u8c03\u7528 Claude Code \u6216 Codex \u4ee3\u7406\uff09\uff0c\u5e76\u652f\u6301\u6309\u4e8b\u4ef6\u6216\u5b9a\u65f6\u8fd0\u884c\u7684\u80cc\u666f\u4ee3\u7406\u3002\u7528\u6237\u53ef\u901a\u8fc7 MCP \u534f\u8bae\u63a5\u5165 Exa \u641c\u7d22\u3001GitHub \u7b49\u5916\u90e8\u5de5\u5177\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 18:00<\/span>\n <a href=\"https:\/\/github.com\/rowboatlabs\/rowboat\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">4<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">Grok Imagine \u66f4\u65b0\uff1a\u652f\u6301 15 \u79d2\u89c6\u9891<\/h3>\n <p class=\"card-summary\">Grok Imagine \u66f4\u65b0\u3002\u8bf7\u66f4\u65b0\u4f60\u7684 Grok \u5e94\u7528\uff0115 \u79d2 Imagine \u89c6\u9891\u73b0\u5df2\u53ef\u7528\uff0c\u8d28\u91cf\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 18:00<\/span>\n <a href=\"https:\/\/x.com\/elonmusk\/status\/2074378653501128833\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">5<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">Claude<\/span>\n <\/div>\n <h3 class=\"card-title\">Claude Cowork \u5411\u79fb\u52a8\u7aef\u548c\u7f51\u9875\u7aef\u5f00\u653e<\/h3>\n <p class=\"card-summary\">Claude Cowork \u6b63\u5728\u5411\u79fb\u52a8\u7aef\u548c\u7f51\u9875\u7aef\u5f00\u653e\uff0c\u8ba9\u4f1a\u8bdd\u548c\u6587\u4ef6\u8de8\u8bbe\u5907\u540c\u6b65\u3002Beta \u7248\u5c06\u5728\u672a\u6765\u51e0\u5468\u5185\u9996\u5148\u9762\u5411 Max \u7528\u6237\u63a8\u51fa\u3002Cowork \u53ef\u8ba9 Claude \u8de8\u6587\u4ef6\u3001\u65e5\u5386\u3001\u90ae\u4ef6\u3001\u5373\u65f6\u901a\u8baf\u7b49\u5de5\u5177\u5b8c\u6210\u590d\u6742\u4efb\u52a1\uff0c\u5176\u4e2d\u8d85\u8fc7 90% \u7684\u4f7f\u7528\u573a\u666f\u5e76\u975e\u8f6f\u4ef6\u5f00\u53d1\uff0c\u800c\u662f\u65e5\u5e38\u77e5\u8bc6\u5de5\u4f5c\uff08\u4e1a\u52a1\u8fd0\u8425\u548c\u5185\u5bb9\u521b\u4f5c\uff09\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 15:00<\/span>\n <a href=\"https:\/\/claude.com\/blog\/cowork-web-mobile\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">6<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">Google Blog<\/span>\n <\/div>\n <h3 class=\"card-title\">Gemini API Managed Agents \u65b0\u589e\u540e\u53f0\u6267\u884c\u3001\u8fdc\u7a0b MCP \u4e0e\u81ea\u5b9a\u4e49\u51fd\u6570\u7b49\u80fd\u529b<\/h3>\n <p class=\"card-summary\">Google \u4e3a Gemini API \u7684 Managed Agents \u65b0\u589e\u540e\u53f0\u6267\u884c\u3001\u8fdc\u7a0b MCP \u670d\u52a1\u5668\u96c6\u6210\u3001\u81ea\u5b9a\u4e49\u51fd\u6570\u8c03\u7528\u4e0e\u51ed\u8bc1\u5237\u65b0\u529f\u80fd\u3002\u540e\u53f0\u6267\u884c\u901a\u8fc7\u4f20\u5165 `background: true` \u5f02\u6b65\u8fd0\u884c\u4efb\u52a1\uff0c\u7acb\u5373\u8fd4\u56de ID \u4f9b\u8f6e\u8be2\u72b6\u6001\u6216\u6d41\u5f0f\u83b7\u53d6\u8fdb\u5ea6\u3002Managed Agents \u53ef\u76f4\u63a5\u8fde\u63a5\u8fdc\u7a0b MCP \u670d\u52a1\u5668\uff0c\u65e0\u9700\u81ea\u5b9a\u4e49\u4ee3\u7406\u4e2d\u95f4\u4ef6\uff0c<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 15:00<\/span>\n <a href=\"https:\/\/blog.google\/innovation-and-ai\/technology\/developers-tools\/expanding-managed-agents-gemini-api\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">7<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">NotebookLM\u77ed\u89c6\u9891\u6982\u89c8\u6b63\u5f0f\u4e0a\u7ebf<\/h3>\n <p class=\"card-summary\">\u77ed\u89c6\u9891\u6982\u89c8\u529f\u80fd\u5df2\u6b63\u5f0f\u5728\u79fb\u52a8\u7aef\u548c\u7f51\u9875\u7aef\u9762\u5411\u6240\u6709\u82f1\u8bed\u7528\u6237\u5168\u9762\u4e0a\u7ebf\uff01 \u4e00\u5982\u65e2\u5f80\uff0c\u60a8\u7684\u610f\u89c1\u5bf9\u6211\u4eec\u81f3\u5173\u91cd\u8981\u3002\u8bf7\u5728\u4e0b\u65b9\u5206\u4eab\u60a8\u6700\u559c\u6b22\u7684\u4f5c\u54c1\uff0c\u5e76\u544a\u8bc9\u6211\u4eec\u63a5\u4e0b\u6765\u9700\u8981\u6dfb\u52a0\u54ea\u4e9b\u529f\u80fd\uff01\u2764\ufe0f<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 15:00<\/span>\n <a href=\"https:\/\/x.com\/NotebookLM\/status\/2074551227594264799\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">8<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">Hugging Face<\/span>\n <\/div>\n <h3 class=\"card-title\">Hugging Face Storage \u6210\u4e3a SkyPilot \u4e00\u7ea7\u540e\u7aef\uff1a\u96f6\u51fa\u7ad9\u8d39\u8de8\u4e91\u5b58\u50a8<\/h3>\n <p class=\"card-summary\">Hugging Face Storage \u73b0\u4e3a SkyPilot \u7684\u4e00\u7ea7\u540e\u7aef\u3002\u7528\u6237\u901a\u8fc7 `hf:\/\/` URL \u548c\u73b0\u6709 HFTOKEN \u5373\u53ef\u5c06 Hugging Face Bucket\uff08\u8bfb\u5199\uff09\u6216\u6a21\u578b\/\u6570\u636e\u96c6\/Space \u4ed3\u5e93\uff08\u53ea\u8bfb\uff09\u6302\u8f7d\u5230 SkyPilot \u4efb\u52a1\u4e2d\uff0c\u652f\u6301 MOUNT\uff08FUSE \u61d2\u52a0\u8f7d\uff09\u6216 COPY \u6a21\u5f0f\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 15:00<\/span>\n <a href=\"https:\/\/huggingface.co\/blog\/skypilot-hf-storage\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">9<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">Claude Code<\/span>\n <\/div>\n <h3 class=\"card-title\">Claude Code v2.1.203 \u53d1\u5e03<\/h3>\n <p class=\"card-summary\">\u672c\u6b21\u66f4\u65b0\u65b0\u589e\u767b\u5f55\u8fc7\u671f\u8b66\u544a\u548c\u624b\u52a8\u6743\u9650\u6a21\u5f0f\u6807\u8bb0\uff0c\u5e76\u5c06\u9644\u52a0\u5de5\u4f5c\u76ee\u5f55\u52a0\u5165 MCP roots\/list\u3002\u4fee\u590d\u4e86 macOS \u4e0b\u56e0\u5185\u5b58\u68c0\u6d4b\u8bef\u62a5\u5bfc\u81f4\u540e\u53f0\u4f1a\u8bdd\u5361\u987f 15\u201320 \u79d2\uff08\u56de\u5f52\u81ea 2.1.196\uff09\u3001\u540e\u53f0\u4f1a\u8bdd\u56e0 token \u8fc7\u671f\u6c38\u4e45\u4e0d\u53ef\u7528\uff08\u73b0\u81ea\u52a8\u6062\u590d\uff09\u3001\u4ea4\u4e92\u5f0f\u4f1a\u8bdd\u4e2d\u4e0a\u4e0b\u6587\u6307\u793a\u5668\u6bcf\u8f6e\u91cd\u5206\u6790\u6574\u4e2a\u5bf9\u8bdd\u5bfc\u81f4 CPU \u548c\u5185\u5b58\u56de\u5f52\u7b49\u95ee\u9898\u3002\u540c\u65f6\u6539\u8fdb\u4e86\u957f\u54cd\u5e94\u6d41\u65f6\u7684\u5b9e\u65f6\u9884\u89c8\u6027\u80fd\uff0c\u5e76\u964d\u4f4e\u4e86\u5b50\u4ee3\u7406\u91cd\u65b0\u59d4\u6258\u4efb\u52a1\u7684\u503e\u5411\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 15:00<\/span>\n <a href=\"https:\/\/github.com\/anthropics\/claude-code\/releases\/tag\/v2.1.203\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<\/div>\n<\/section>\n<section id=\"sec-industry\" class=\"category-section\">\n<h2 class=\"section-title\"><span class=\"section-dot\" style=\"background:#9DBFAF\"><\/span>\u884c\u4e1a\u52a8\u6001<span class=\"section-count\">4<\/span><\/h2>\n<div class=\"card-grid\">\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">10<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#9DBFAF15%,white);color:#9DBFAF;border:1px solid color-mix(in srgb,#9DBFAF30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">\u4e2d\u56fd\u62df\u9650\u5236\u5916\u56fd\u8bbf\u95ee\u6700\u5f3aAI\u6a21\u578b<\/h3>\n <p class=\"card-summary\">\u4e2d\u56fd\u8ba1\u5212\u9650\u5236\u5916\u56fd\u8bbf\u95ee\u5176\u6700\u5f3aAI\u6a21\u578b\uff0c\u8fd1\u671f\u4e0e\u963f\u91cc\u5df4\u5df4\u3001\u5b57\u8282\u8df3\u52a8\u3001Z.ai\u7b49\u4f01\u4e1a\u4f1a\u8c08\uff0c\u62df\u5c06\u5148\u8fdb\u6a21\u578b\uff08\u542b\u672a\u53d1\u5e03\uff09\u7559\u5728\u4e2d\u56fd\u56fd\u5185\u3002\u5546\u52a1\u90e8\u4e3b\u5bfc\u3001\u56fd\u5bb6\u53d1\u6539\u59d4\u53c2\u4e0e\uff0c\u8868\u660e\u6b64\u4e3e\u5c5e\u51fa\u53e3\u7ba1\u5236\u800c\u975e\u5e73\u53f0\u76d1\u7ba1\u3002\u76ee\u6807\u6db5\u76d6\u95ed\u6e90\u548c\u5f00\u6e90\u6a21\u578b\uff0c\u4e0d\u4ec5\u9650API\u8bbf\u95ee\uff0c\u8fd8\u5305\u62ec\u53ef\u4e0b\u8f7d\u6743\u91cd\u3002\u540c\u65f6\u8ba8\u8bba\u5c06\u6a21\u578b\u6cc4\u6f0f\u89c6\u4e3a\u56fd\u5bb6\u5b89\u5168\u72af\u7f6a\uff0c\u5e76\u9650\u5236\u5916\u56fd\u8d44\u672c\u6295\u8d44\u4e2d\u56fdAI\u521d\u521b\u3002\u82e5\u5b9e\u65bd\uff0c\u5916\u56fd\u516c\u53f8\u5c06\u5931\u53bb\u4f4e\u6210\u672c\u6a21\u578b\u8bbf\u95ee\u6743\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 12:00<\/span>\n <a href=\"https:\/\/x.com\/rohanpaul_ai\/status\/2074512389526237609\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">11<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#9DBFAF15%,white);color:#9DBFAF;border:1px solid color-mix(in srgb,#9DBFAF30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">Ethan Mollick\uff1a\u5f00\u653e\u6743\u91cd\u6a21\u578b\u4f9b\u7ed9\u96be\u6301\u7eed<\/h3>\n <p class=\"card-summary\">\u8fd9\u662f\u4e00\u4e2a\u5173\u952e\u539f\u56e0\uff0c\u6211\u4e0d\u671f\u671b\u524d\u6cbf\u5f00\u653e\u6743\u91cd\u6a21\u578b\u7684\u6d41\u52a8\u4f1a\u65e0\u9650\u671f\u6301\u7eed\uff0c\u751a\u81f3\u4e0d\u4f1a\u6301\u7eed\u66f4\u957f\u65f6\u95f4\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 12:00<\/span>\n <a href=\"https:\/\/x.com\/emollick\/status\/2074497401578996154\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">12<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#9DBFAF15%,white);color:#9DBFAF;border:1px solid color-mix(in srgb,#9DBFAF30%,white)\">The Decoder<\/span>\n <\/div>\n <h3 class=\"card-title\">\u5fae\u8f6f\u4e3a\u964d\u6210\u672c\u5728Copilot\u4e2d\u7528\u81ea\u7814MAI\u6a21\u578b\u66ff\u6362OpenAI\u548cAnthropic\u6a21\u578b<\/h3>\n <p class=\"card-summary\">\u5fae\u8f6f\u6b63\u7528\u81ea\u7814MAI\u6a21\u578b\u66ff\u6362Copilot\u4ea7\u54c1\u4e2d\u7684OpenAI\u548cAnthropic\u6a21\u578b\u4ee5\u964d\u4f4e\u652f\u51fa\u3002MAI\u6a21\u578b\u5df2\u5728Excel\u548cOutlook\u4e2d\u6bcf\u5468\u5904\u7406\u6570\u4e07\u6b21\u8bf7\u6c42\uff0c\u4f46\u5360\u6bd4\u4ecd\u5c0f\u3002Build\u5927\u4f1a\u4e0a\u53d1\u5e03\u63a8\u7406\u6a21\u578bMAI-Thinking 1\uff0c\u58f0\u79f0\u7f16\u7801\u5ab2\u7f8eSonnet 4.6\u548cOpus 4.6\uff0c\u4f46\u57fa\u51c6\u6d4b\u8bd5\u5927\u5e45\u843d\u540e\uff0c\u4ec5\u4e0eDeepSeek V3.2\u76f8\u5f53\u3002AI\u8d1f\u8d23\u4eba\u627f\u8ba4\u76ee\u6807\u662f\u524a\u51cf\u5e76\u6d88\u9664\u5bf9Anthropic\u7684\u652f\u51fa\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 12:00<\/span>\n <a href=\"https:\/\/the-decoder.com\/copilot-goes-cheap-as-microsoft-phases-out-openai-and-anthropic-models-to-cut-costs\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">13<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#9DBFAF15%,white);color:#9DBFAF;border:1px solid color-mix(in srgb,#9DBFAF30%,white)\">TechCrunch<\/span>\n <\/div>\n <h3 class=\"card-title\">\u7f8e\u56fd\u9996\u6279\u81ea\u4e3b\u5730\u9762\u8f66\u8f86\u5728\u4e4c\u514b\u5170\u53c2\u6218<\/h3>\n <p class=\"card-summary\">\u7f8e\u56fd\u81ea\u52a8\u9a7e\u9a76\u8f66\u8f86\u516c\u53f8 Forterra \u5ba3\u5e03\uff0c\u8fc7\u53bb\u4e5d\u4e2a\u6708\u5df2\u5411\u4e4c\u514b\u5170\u6218\u573a\u90e8\u7f72\u8d85\u8fc7 100 \u8f86\u57fa\u4e8e Polaris ATV \u7684 Lancer \u81ea\u4e3b\u5730\u9762\u8f66\u8f86\u3002\u8fd9\u4e9b\u6c7d\u6cb9\u52a8\u529b\u8f66\u8f86\u53ef\u643a\u5e26 750 \u516c\u65a4\u8d27\u7269\uff0c\u52a0\u88c5 Starlink \u5929\u7ebf\u5b9e\u73b0\u8fdc\u7a0b\u64cd\u63a7\uff0c\u5df2\u6267\u884c 1100 \u591a\u6b21\u4efb\u52a1\uff0c\u884c\u9a76 2500 \u82f1\u91cc\uff0c\u8fd0\u9001 777,440 \u78c5\u7269\u8d44\uff0c\u5b8c\u6210 52 \u6b21\u4f24\u5458\u64a4\u79bb\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 12:00<\/span>\n <a href=\"https:\/\/techcrunch.com\/2026\/07\/07\/the-first-american-autonomous-ground-vehicles-are-fighting-in-ukraine\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<\/div>\n<\/section>\n<section id=\"sec-paper\" class=\"category-section\">\n<h2 class=\"section-title\"><span class=\"section-dot\" style=\"background:#8BA8C8\"><\/span>\u8bba\u6587\u7814\u7a76<span class=\"section-count\">3<\/span><\/h2>\n<div class=\"card-grid\">\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">14<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#8BA8C815%,white);color:#8BA8C8;border:1px solid color-mix(in srgb,#8BA8C830%,white)\">Apple Machine Le<\/span>\n <\/div>\n <h3 class=\"card-title\">\u82f9\u679c\u7814\u7a76\uff1a\u5355\u4e2a\u795e\u7ecf\u5143\u5373\u53ef\u7ed5\u8fc7\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u5b89\u5168\u5bf9\u9f50<\/h3>\n <p class=\"card-summary\">\u82f9\u679c\u7814\u7a76\u4eba\u5458\u53d1\u73b0\uff0c\u5b89\u5168\u5bf9\u9f50\u7531\u4e24\u7c7b\u795e\u7ecf\u5143\u8c03\u63a7\uff1a\u62d2\u7edd\u795e\u7ecf\u5143\u63a7\u5236\u6709\u5bb3\u77e5\u8bc6\u662f\u5426\u8868\u8fbe\uff0c\u6982\u5ff5\u795e\u7ecf\u5143\u7f16\u7801\u6709\u5bb3\u77e5\u8bc6\u672c\u8eab\u3002\u5728\u4e03\u4e2a\u6a21\u578b\uff081.7B\u81f370B\u53c2\u6570\uff09\u4e2d\uff0c\u4ec5\u9700\u6291\u5236\u5355\u4e2a\u62d2\u7edd\u795e\u7ecf\u5143\u5373\u53ef\u7ed5\u8fc7\u5b89\u5168\u5bf9\u9f50\uff0c\u56de\u7b54\u6709\u5bb3\u8bf7\u6c42\uff1b\u6216\u653e\u5927\u5355\u4e2a\u6982\u5ff5\u795e\u7ecf\u5143\uff0c\u4ece\u65e0\u5bb3\u63d0\u793a\u8bf1\u5bfc\u51fa\u6709\u5bb3\u5185\u5bb9\u3002\u6574\u4e2a\u8fc7\u7a0b\u65e0\u9700\u8bad\u7ec3\u6216\u63d0\u793a\u5de5\u7a0b\u3002\u7ed3\u679c\u8868\u660e\u5b89\u5168\u5bf9\u9f50\u7531\u4e2a\u522b\u795e\u7ecf\u5143\u56e0\u679c\u63a7\u5236\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 12:00<\/span>\n <a href=\"https:\/\/machinelearning.apple.com\/research\/single-neuron-safety-alignment\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">15<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#8BA8C815%,white);color:#8BA8C8;border:1px solid color-mix(in srgb,#8BA8C830%,white)\">Apple Machine Le<\/span>\n <\/div>\n <h3 class=\"card-title\">Weblica\uff1a\u9762\u5411\u89c6\u89c9\u7f51\u9875\u667a\u80fd\u4f53\u7684\u53ef\u6269\u5c55\u53ef\u590d\u73b0\u8bad\u7ec3\u73af\u5883<\/h3>\n <p class=\"card-summary\">\u82f9\u679c\u7814\u7a76\u56e2\u961f\u63d0\u51faWeblica\u6846\u67b6\uff0c\u901a\u8fc7HTTP\u7ea7\u7f13\u5b58\u4fdd\u5b58\u7f51\u9875\u7a33\u5b9a\u89c6\u89c9\u72b6\u6001\u5e76\u4fdd\u7559\u4ea4\u4e92\u884c\u4e3a\uff0c\u7ed3\u5408\u5927\u8bed\u8a00\u6a21\u578b\u57fa\u4e8e\u771f\u5b9e\u7f51\u7ad9\u4e0e\u6838\u5fc3\u5bfc\u822a\u6280\u80fd\u5408\u6210\u73af\u5883\uff0c\u6784\u5efa\u53ef\u590d\u73b0\u3001\u53ef\u6269\u5c55\u7684\u8bad\u7ec3\u73af\u5883\u3002\u8be5\u6846\u67b6\u5c06\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u6269\u5c55\u5230\u6570\u5343\u4e2a\u591a\u6837\u5316\u7684\u73af\u5883\u548c\u4efb\u52a1\u3002\u6700\u4f73\u6a21\u578bWeblica-8B\u5728\u591a\u4e2a\u7f51\u9875\u5bfc\u822a\u57fa\u51c6\u4e0a\u8d85\u8d8a\u540c\u7b49\u89c4\u6a21\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u63a8\u7406\u6b65\u9aa4\u66f4\u5c11\uff0c\u6d4b\u8bd5\u65f6\u8ba1\u7b97\u6269\u5c55\u6027\u826f\u597d\uff0c\u6027\u80fd\u4e0eAPI\u6a21\u578b\u76f8\u5f53\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 09:00<\/span>\n <a href=\"https:\/\/machinelearning.apple.com\/research\/weblica-visual-web-agents\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">16<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#8BA8C815%,white);color:#8BA8C8;border:1px solid color-mix(in srgb,#8BA8C830%,white)\">Apple Machine Le<\/span>\n <\/div>\n <h3 class=\"card-title\">DynaMiCS\uff1a\u5e26\u6027\u80fd\u7ea6\u675f\u7684\u5927\u8bed\u8a00\u6a21\u578b\u52a8\u6001\u6df7\u5408\u5fae\u8c03<\/h3>\n <p class=\"card-summary\">DynaMiCS\u662f\u4e00\u79cd\u52a8\u6001\u6df7\u5408\u4f18\u5316\u5668\uff0c\u5c06\u591a\u9886\u57df\u5fae\u8c03\u5efa\u6a21\u4e3a\u5e26\u6027\u80fd\u7ea6\u675f\u7684\u4f18\u5316\u95ee\u9898\u3002\u5b83\u901a\u8fc7\u77ed\u9886\u57df\u7279\u5b9a\u63a2\u6d4b\u8fd0\u884c\u4f30\u8ba1\u8de8\u9886\u57df\u6548\u5e94\u659c\u7387\u77e9\u9635\uff0c\u518d\u57fa\u4e8e\u6982\u7387\u5355\u7eaf\u5f62\u4f18\u5316\u8ba1\u7b97\u6df7\u5408\u6743\u91cd\uff0c\u5728\u63d0\u5347\u76ee\u6807\u9886\u57df\u6027\u80fd\u7684\u540c\u65f6\u5c06\u7ea6\u675f\u9886\u57df\u635f\u5931\u7ef4\u6301\u5728\u53c2\u8003\u6c34\u5e73\u4ee5\u4e0b\u3002\u5b9e\u9a8c\u8868\u660e\uff0cDynaMiCS\u76f8\u6bd4\u56fa\u5b9a\u6df7\u5408\u57fa\u7ebf\u53d6\u5f97\u66f4\u5f3a\u7684\u76ee\u6807\u9886\u57df\u63d0\u5347\u548c\u7ea6\u675f\u6ee1\u8db3\uff0c\u4e14\u8ba1\u7b97\u6210\u672c\u66f4\u4f4e\uff0c\u65e0\u9700\u53c2\u8003\u6a21\u578b\u3001\u9010\u6837\u672c\u8bc4\u5206\u6216\u624b\u52a8\u8c03\u8282\u6df7\u5408\u6743\u91cd\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 09:00<\/span>\n <a href=\"https:\/\/machinelearning.apple.com\/research\/dynamics-fine-tuning-llms\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<\/div>\n<\/section>\n<section id=\"sec-tip\" class=\"category-section\">\n<h2 class=\"section-title\"><span class=\"section-dot\" style=\"background:#C99B9B\"><\/span>\u6280\u5de7\u4e0e\u89c2\u70b9<span class=\"section-count\">8<\/span><\/h2>\n<div class=\"card-grid\">\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">17<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">Elvis Saravia \u901a\u8fc7 HITL \u548c DialAgent \u63d0\u5347 agentic loops \u53ef\u9760\u6027<\/h3>\n <p class=\"card-summary\">Elvis Saravia \u4ecb\u7ecd\u4f7f\u7528 human-in-the-loop\uff08HITL\uff09\u6765\u63d0\u5347 agentic loops \u7684\u53ef\u9760\u6027\u3002\u4ed6\u6240\u6709 Claude \u548c Codex agent \u4f1a\u8bdd\u90fd\u901a\u8fc7 @DialAgent MCP \u670d\u52a1\u5668\uff0c\u8be5\u670d\u52a1\u5668\u4e3a agent \u63d0\u4f9b\u4e13\u5c5e\u53f7\u7801\uff0c\u652f\u6301\u8bed\u97f3\u3001SMS\u3001iMessage \u4f5c\u4e3a\u539f\u751f\u5de5\u5177\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 09:00<\/span>\n <a href=\"https:\/\/x.com\/omarsar0\/status\/2074506169352180108\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">18<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">Tomer Tunguz \u535a\u5ba2<\/span>\n <\/div>\n <h3 class=\"card-title\">FDE\u7206\u53d1\uff1aAI\u516c\u53f812\u4e2a\u6708\u627f\u8bfa97.5\u4ebf\u7f8e\u5143\u90e8\u7f72\u5de5\u7a0b<\/h3>\n <p class=\"card-summary\">AI\u516c\u53f8\u572812\u4e2a\u6708\u5185\u5408\u8ba1\u627f\u8bfa97.5\u4ebf\u7f8e\u5143\u7528\u4e8e\u5efa\u8bbe\u524d\u90e8\u7f72\u5de5\u7a0b\uff08FDE\uff09\u56e2\u961f\u3002\u4e09\u79cd\u7ed3\u6784\u6a21\u578b\u6d6e\u73b0\uff1a\u8d44\u4ea7\u8d1f\u503a\u6a21\u578b\uff08\u5fae\u8f6f\u3001\u4e9a\u9a6c\u900a\u4ece\u73b0\u6709\u7f16\u5236\u8c03\u914d\uff0cSalesforce\u627f\u8bfa1000\u4e2aFDE\u5c97\u4f4d\uff09\uff1b\u72ec\u7acb\u5b9e\u4f53\u6a21\u578b\uff08OpenAI Deployment Company\u878d\u8d4440\u4ebf\u7f8e\u5143\uff0c\u6295\u540e\u4f30\u503c140\u4ebf\uff1bAnthropic\u4ece\u9ed1\u77f3\u7b49\u878d\u8d4415\u4ebf\u7f8e\u5143\uff09\uff1b<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 09:00<\/span>\n <a href=\"https:\/\/www.tomtunguz.com\/the-10b-fde-boom\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">19<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">Hacker News<\/span>\n <\/div>\n <h3 class=\"card-title\">YC CEO\u58f0\u79f0\u6bcf\u65e5\u7528AI\u90e8\u7f723.7\u4e07\u884c\u4ee3\u7801\uff0c\u5f00\u53d1\u8005\u5ba1\u67e5\u53d1\u73b0\u524d\u7aef\u4ee3\u7801\u5927\u91cf\u81c3\u80bf\u4f4e\u6548<\/h3>\n <p class=\"card-summary\">Y Combinator CEO Garry Tan\u5728X\u4e0a\u5ba3\u79f0\uff0c\u4ed6\u4e0eAI\u7f16\u7801\u4ee3\u7406\u6bcf\u5929\u5728\u4e94\u4e2a\u9879\u76ee\u4e2d\u90e8\u7f7237000\u884c\u4ee3\u7801\uff0c\u5e76\u4fdd\u6301\u8fde\u7eed72\u5929\u53d1\u5e03\u8bb0\u5f55\u3002\u6ce2\u5170\u5f00\u53d1\u8005Gregorein\u6df1\u5165\u5ba1\u67e5Tan\u7f51\u7ad9\u524d\u7aef\u4ee3\u7801\uff0c\u53d1\u73b0\u5927\u91cf\u81c3\u80bf\u4e0e\u4f4e\u6548\u95ee\u9898\uff1a\u9875\u9762\u52a0\u8f7d169\u6b21\u8bf7\u6c42\u3001\u603b\u8ba16.42MB\u6570\u636e\uff08\u5bf9\u6bd4Hacker News\u4ec57\u6b2112KB\uff09\uff1b<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 09:00<\/span>\n <a href=\"https:\/\/www.fastcompany.com\/91520702\/y-combinator-garry-tan-agentic-ai-social-media\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">20<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">MarkTechPost<\/span>\n <\/div>\n <h3 class=\"card-title\">Liquid AI \u5f00\u6e90 Antidoom\uff1a\u57fa\u4e8e\u6700\u7ec8 Token \u504f\u597d\u4f18\u5316\u7684\u63a8\u7406\u6a21\u578b\u6b7b\u5faa\u73af\u4fee\u590d\u65b9\u6cd5<\/h3>\n <p class=\"card-summary\">Liquid AI \u5f00\u6e90\u4e86 Antidoom\uff0c\u4e00\u79cd\u57fa\u4e8e Final Token Preference Optimization (FTPO) \u7684\u9488\u5bf9\u6027\u4fee\u590d\u65b9\u6cd5\uff0c\u7528\u4e8e\u51cf\u5c11\u63a8\u7406\u6a21\u578b\u4e2d\u7684 doom loop\uff08\u6b7b\u5faa\u73af\uff09\u95ee\u9898\u3002\u8be5\u65b9\u6cd5\u5b9a\u4f4d\u5faa\u73af\u5f00\u59cb\u7684\u7b2c\u4e00\u4e2a token\uff0c\u8bad\u7ec3\u6a21\u578b\u9009\u62e9\u8fde\u8d2f\u66ff\u4ee3\u9879\uff0c\u800c\u4e0d\u6539\u53d8\u6574\u4f53\u8f93\u51fa\u5206\u5e03\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 03:00<\/span>\n <a href=\"https:\/\/www.marktechpost.com\/2026\/07\/07\/liquid-ai-antidoom-doom-loops-ftpo\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">21<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">Hacker News<\/span>\n <\/div>\n <h3 class=\"card-title\">\u5728\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u5730\u533a\uff0c\u5c0f\u578bAI\u6a21\u578b\u6b63\u9010\u6e10\u666e\u53ca<\/h3>\n <p class=\"card-summary\">2019\u5e74\uff0cAdebayo Alonge\u56e0\u670d\u52a1\u5668\u8fdc\u5728\u7f8e\u56fd\u81f4RxScanner\u5355\u6b21\u626b\u63cf\u8d855\u5206\u949f\uff0c\u5de5\u7a0b\u5e082\u5c0f\u65f6\u5185\u5c06AI\u6a21\u578b\u7f29\u5c0f\u81f3\u53ef\u5728Android\u624b\u673a\u672c\u5730\u8fd0\u884c\uff0c\u6b64\u540eRxScanner\u80fd\u5728\u65e0\u5bbd\u5e26\u3001\u7f3a\u7535\u5730\u533a\u9a8c\u836f\u3002\u5c0fAI\u6a21\u578b\u53c2\u6570\u901a\u5e38\u81f3\u591a\u51e0\u5341\u4ebf\uff0c\u53ef\u5728\u624b\u673a\u6216Raspberry Pi\u4e0a\u8fd0\u884c\uff0c\u529f\u8017\u4ec5\u6570\u74e6\u3002\u7c7b\u4f3c\u6848\u4f8b\u5305\u62ec\u5370\u5ea6\u8170\u679c\u75c5\u5bb3\u68c0\u6d4b\u65e0\u4eba\u673a\u3001\u4e4c\u62c9\u572d\u8682\u8681\u5165\u4fb5\u8bc6\u522b\u3001\u759f\u868a\u68c0\u6d4b\u53ca\u5df4\u897f\u57fa\u4e8eArduino\u7684\u5fc3\u7535\u56fe\u8bbe\u5907\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 03:00<\/span>\n <a href=\"https:\/\/spectrum.ieee.org\/small-language-models-ai-pharmaceuticals\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">22<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">Krea 2 \u8eab\u4efd\u4fdd\u7559\u529f\u80fd\u4e0a\u7ebf<\/h3>\n <p class=\"card-summary\">Krea 2 \u7684\u8eab\u4efd\u4fdd\u7559\u529f\u80fd\u5df2\u53d1\u5e03\uff0c\u914d\u5957\u6a21\u578b\u548c ComfyUI \u8282\u70b9\u4e5f\u5df2\u4e0a\u7ebf\u3002\ud83d\udd25<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 03:00<\/span>\n <a href=\"https:\/\/x.com\/krea_ai\/status\/2074589965653303321\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">23<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">Claude<\/span>\n <\/div>\n <h3 class=\"card-title\">\u4eba\u4eec\u5982\u4f55\u4f7f\u7528Claude Cowork<\/h3>\n <p class=\"card-summary\">\u57fa\u4e8e2026\u5e745\u670811-31\u65e5120\u4e07\u6b21\u533f\u540d\u4f1a\u8bdd\u6837\u672c\uff0cClaude Cowork\u6700\u5927\u7528\u9014\u4e3a\u4e1a\u52a1\u6d41\u7a0b\u4e0e\u8fd0\u8425\uff0833.4%\uff09\uff0c\u5982\u6574\u7406\u62a5\u544a\u3001\u6838\u5bf9\u8868\u683c\uff1b\u5176\u6b21\u4e3a\u5185\u5bb9\u521b\u4f5c\u4e0e\u6587\u6848\uff0816.4%\uff09\uff0c\u5982\u8d77\u8349\u7a3f\u4ef6\u3001\u5236\u4f5c\u5e7b\u706f\u7247\uff1b\u8f6f\u4ef6\u5f00\u53d1\u4ec5\u53608.7%\u3002\u7528\u6237\u591a\u7528\u5b83\u5904\u7406\u8de8\u56e2\u961f\u8854\u63a5\u6027\u4efb\u52a1\uff0c\u4f8b\u5982\u5f8b\u5e08\u5904\u7406\u6587\u6863\u683c\u5f0f\u3001\u62db\u8058\u7ecf\u7406\u6c47\u603b\u9762\u8bd5\u53cd\u9988\u3002Claude Cowork\u9762\u5411\u6240\u6709Claude\u7528\u6237\u5f00\u653e\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 03:00<\/span>\n <a href=\"https:\/\/claude.com\/blog\/how-people-are-using-claude-cowork\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">24<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">Claude<\/span>\n <\/div>\n <h3 class=\"card-title\">\u5728 Claude Code \u4e2d\u9009\u62e9 Claude \u6a21\u578b\u4e0e\u52aa\u529b\u7ea7\u522b<\/h3>\n <p class=\"card-summary\">Claude Code \u63d0\u4f9b\u6a21\u578b\uff08model\uff09\u548c\u52aa\u529b\u7ea7\u522b\uff08effort\uff09\u4e24\u79cd\u8bbe\u7f6e\u3002\u6a21\u578b\u9009\u62e9\u51b3\u5b9a\u80fd\u529b\u8303\u56f4\uff0c\u66f4\u5927\u6a21\u578b\uff08\u5982 Claude Fable 5\uff09\u5728\u57fa\u51c6\u4e0a\u4f18\u4e8e Claude Sonnet\u3002\u52aa\u529b\u7ea7\u522b\u4e0d\u5355\u662f\u601d\u8003\u65f6\u95f4\uff0c\u8fd8\u63a7\u5236\u8bfb\u53d6\u6587\u4ef6\u6570\u3001\u9a8c\u8bc1\u6b65\u9aa4\u53ca\u591a\u6b65\u4efb\u52a1\u7684\u63a8\u8fdb\u6df1\u5ea6\u3002\u8f83\u9ad8\u52aa\u529b\u4e0b Claude \u4f1a\u81ea\u884c\u8bfb\u53d6\u6587\u4ef6\u3001\u8fd0\u884c\u6d4b\u8bd5\u5e76\u590d\u6838\uff1b\u8f83\u4f4e\u52aa\u529b\u5219\u66f4\u503e\u5411\u8bf7\u6c42\u7528\u6237\u63d0\u4f9b\u4e0a\u4e0b\u6587\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 03:00<\/span>\n <a href=\"https:\/\/claude.com\/blog\/claude-model-and-effort-level-in-claude-code\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<\/div>\n<\/section>\n\n<\/div>\n<div class=\"footer\">\u672c\u65e5\u5171\u6536\u5f55 24 \u6761 AI \u8d44\u8baf<\/div>\n<script>\n(function(){\n var cards = document.querySelectorAll('.card[data-animate]');\n var observer = new IntersectionObserver(function(entries){\n entries.forEach(function(entry){\n if(entry.isIntersecting){\n entry.target.classList.add('visible','animate-in');\n observer.unobserve(entry.target);\n }\n });\n },{threshold:0.1,rootMargin:'0px 0px -40px 0px'});\n cards.forEach(function(c){ observer.observe(c); });\n document.querySelectorAll('.nav-btn').forEach(function(btn){\n btn.addEventListener('click',function(e){\n e.preventDefault();\n var t = document.querySelector(btn.getAttribute('href'));\n if(t) t.scrollIntoView({behavior:'smooth',block:'start'});\n });\n });\n})();\n<\/script>\n<\/body>\n<\/html>\n","protected":false},"excerpt":{"rendered":"<p>AI \u6668\u62a5 \u00b7 2026\u5e7407\u670809\u65e5 \u661f\u671f\u56db 2026\u5e7407\u670808\u65e5 \u661f\u671f\u4e09 ★ AI \u6668\u62a5\u65e5\u62a5 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[26],"tags":[],"class_list":["post-328","post","type-post","status-publish","format-standard","hentry","category-ai-parent"],"_links":{"self":[{"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/posts\/328","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/comments?post=328"}],"version-history":[{"count":1,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/posts\/328\/revisions"}],"predecessor-version":[{"id":329,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/posts\/328\/revisions\/329"}],"wp:attachment":[{"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/media?parent=328"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/categories?post=328"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/tags?post=328"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

{"id":328,"date":"2026-07-09T08:47:25","date_gmt":"2026-07-09T00:47:25","guid":{"rendered":"https:\/\/wp.buildyou.top\/index.php\/2026\/07\/09\/ai-%e6%99%a8%e6%8a%a5-%c2%b7-2026%e5%b9%b407%e6%9c%8809%e6%97%a5-%e6%98%9f%e6%9c%9f%e5%9b%9b\/"},"modified":"2026-07-09T08:47:29","modified_gmt":"2026-07-09T00:47:29","slug":"ai-%e6%99%a8%e6%8a%a5-%c2%b7-2026%e5%b9%b407%e6%9c%8809%e6%97%a5-%e6%98%9f%e6%9c%9f%e5%9b%9b","status":"publish","type":"post","link":"https:\/\/wp.buildyou.top\/index.php\/2026\/07\/09\/ai-%e6%99%a8%e6%8a%a5-%c2%b7-2026%e5%b9%b407%e6%9c%8809%e6%97%a5-%e6%98%9f%e6%9c%9f%e5%9b%9b\/","title":{"rendered":"AI \u6668\u62a5 \u00b7 2026\u5e7407\u670809\u65e5 \u661f\u671f\u56db"},"content":{"rendered":"\n\n\n\n\n\nAI \u6668\u62a5 \u00b7 2026\u5e7407\u670809\u65e5 \u661f\u671f\u56db<\/title>\n<style>\n:root{\n--orange:#E8946D;\n--beige:#F5EDE3;\n--oatmeal:#EBE1D6;\n--milk:#FFFDF9;\n--text-primary:#4A3F35;\n--text-secondary:#7A6E63;\n--text-muted:#A69B8E;\n--border:#E8DDD2;\n--shadow:rgba(74,63,53,0.06);\n--card-bg:#FFFFFF;\n--radius-sm:8px;\n--radius-md:12px;\n--radius-lg:20px;\n--font:-apple-system,BlinkMacSystemFont,\"Segoe UI\",\"PingFang SC\",\"Hiragino Sans GB\",\"Microsoft YaHei\",\"Helvetica Neue\",Helvetica,Arial,sans-serif;\n}\n*{margin:0;padding:0;box-sizing:border-box}\nbody{font-family:var(--font);background:linear-gradient(165deg,var(--beige) 0%,var(--oatmeal) 40%,var(--milk) 100%);color:var(--text-primary);min-height:100vh;line-height:1.6;-webkit-font-smoothing:antialiased;}\n.container{max-width:1100px;margin:0 auto;padding:20px;}\n.hero{background:linear-gradient(135deg,var(--orange) 0%,#D4A06A 50%,#C99478 100%);color:white;border-radius:var(--radius-lg);padding:48px 36px;text-align:center;margin-bottom:32px;position:relative;overflow:hidden;box-shadow:0 12px 40px rgba(232,148,109,0.25);}\n.hero::before{content:'';position:absolute;top:-60%;right:-30%;width:500px;height:500px;background:radial-gradient(circle,rgba(255,255,255,0.12) 0%,transparent 70%);border-radius:50%;pointer-events:none;}\n.hero::after{content:'';position:absolute;bottom:-40%;left:-20%;width:400px;height:400px;background:radial-gradient(circle,rgba(255,255,255,0.08) 0%,transparent 70%);border-radius:50%;pointer-events:none;}\n.hero-date{font-size:1.5rem;font-weight:300;letter-spacing:2px;opacity:0.92;margin-bottom:8px;position:relative;z-index:1;}\n.hero-title{font-size:2.4rem;font-weight:700;letter-spacing:1px;margin-bottom:24px;position:relative;z-index:1;}\n.hero-stats{display:flex;justify-content:center;gap:24px;flex-wrap:wrap;position:relative;z-index:1;}\n.stat-pill{background:rgba(255,255,255,0.18);backdrop-filter:blur(10px);border:1px solid rgba(255,255,255,0.25);border-radius:50px;padding:10px 22px;display:flex;align-items:center;gap:8px;font-size:0.92rem;font-weight:500;transition:transform 0.2s ease;}\n.stat-pill:hover{transform:translateY(-2px);background:rgba(255,255,255,0.26);}\n.stat-num{font-size:1.5rem;font-weight:700;}\n.stat-dot{width:10px;height:10px;border-radius:50%;display:inline-block;}\n.nav-anchor{display:flex;justify-content:center;gap:10px;flex-wrap:wrap;margin-bottom:40px;}\n.nav-btn{background:var(--card-bg);border:1px solid var(--border);color:var(--text-secondary);padding:8px 18px;border-radius:50px;font-size:0.85rem;cursor:pointer;text-decoration:none;transition:all 0.2s ease;font-family:var(--font);font-weight:500;}\n.nav-btn:hover{color:var(--orange);border-color:var(--orange);transform:translateY(-1px);box-shadow:0 4px 12px var(--shadow);}\n.category-section{margin-bottom:44px;}\n.section-title{font-size:1.3rem;font-weight:700;color:var(--text-primary);margin-bottom:18px;display:flex;align-items:center;gap:10px;}\n.section-dot{width:12px;height:12px;border-radius:4px;flex-shrink:0;}\n.section-count{background:var(--beige);color:var(--text-muted);font-size:0.8rem;font-weight:600;padding:2px 10px;border-radius:20px;margin-left:auto;}\n.card-grid{display:grid;grid-template-columns:repeat(3,1fr);gap:18px;}\n.card{background:var(--card-bg);border-radius:var(--radius-md);padding:22px;border:1px solid var(--border);transition:all 0.3s ease;opacity:1;transform:translateY(0);display:flex;flex-direction:column;position:relative;overflow:hidden;}\n.card:hover{box-shadow:0 8px 28px var(--shadow),0 2px 8px rgba(232,148,109,0.08);border-color:color-mix(in srgb,var(--orange)40%,white);transform:translateY(-3px);}\n.card-header{display:flex;align-items:center;justify-content:space-between;margin-bottom:10px;}\n.card-index{background:linear-gradient(135deg,var(--orange),#D4A06A);color:white;width:28px;height:28px;border-radius:8px;display:flex;align-items:center;justify-content:center;font-size:0.78rem;font-weight:700;flex-shrink:0;}\n.chip{font-size:0.72rem;padding:2px 10px;border-radius:20px;font-weight:500;white-space:nowrap;overflow:hidden;text-overflow:ellipsis;max-width:140px;}\n.card-title{font-size:0.98rem;font-weight:600;color:var(--text-primary);line-height:1.45;margin-bottom:8px;display:-webkit-box;-webkit-line-clamp:2;-webkit-box-orient:vertical;overflow:hidden;min-height:2.9em;}\n.card-summary{font-size:0.84rem;color:var(--text-secondary);line-height:1.65;display:-webkit-box;-webkit-line-clamp:9;-webkit-box-orient:vertical;overflow:hidden;flex:1;min-height:5em;}\n.card-summary.empty{color:var(--text-muted);font-style:italic;}\n.card-footer{display:flex;align-items:center;justify-content:space-between;margin-top:14px;padding-top:12px;border-top:1px dashed var(--border);}\n.card-time{font-size:0.75rem;color:var(--text-muted);}\n.card-link{font-size:0.8rem;color:var(--orange);font-weight:600;text-decoration:none;white-space:nowrap;transition:color 0.2s;}\n.card-link:hover{color:#d47a46;text-decoration:underline;}\n.footer{text-align:center;padding:32px 0 20px;color:var(--text-muted);font-size:0.78rem;border-top:1px solid var(--border);margin-top:20px;line-height:1.8;}\n@media(max-width:900px){.card-grid{grid-template-columns:repeat(2,1fr);gap:14px;}}\n@media(max-width:600px){\n.container{padding:14px;}\n.hero{padding:32px 20px;}\n.hero-title{font-size:1.7rem;}\n.hero-date{font-size:1.15rem;}\n.hero-stats{gap:10px;}\n.stat-pill{padding:7px 14px;font-size:0.82rem;}\n.nav-anchor{gap:6px;}\n.nav-btn{padding:6px 12px;font-size:0.78rem;}\n.card-grid{grid-template-columns:1fr;gap:14px;}\n.card{padding:18px;}\n.section-title{font-size:1.12rem;}\n}\n@keyframes fadeInUp{from{opacity:0;transform:translateY(24px);}to{opacity:1;transform:translateY(0);}}\n.card.animate-in{animation:fadeInUp 0.5s ease forwards;}\n\/* \u65e0JS\u65f6\u5361\u7247\u9ed8\u8ba4\u53ef\u89c1\uff0c\u6709JS\u65f6\u901a\u8fc7data-animate\u63a7\u5236\u52a8\u753b *\/\n.card[data-animate]{opacity:0;transform:translateY(24px);}\n.card[data-animate].visible{opacity:1;transform:translateY(0);}\n<\/style>\n<\/head>\n<body>\n<div class=\"container\">\n\n<header class=\"hero\">\n <div class=\"hero-date\">2026\u5e7407\u670808\u65e5 \u661f\u671f\u4e09<\/div>\n <h1 class=\"hero-title\">★ AI \u6668\u62a5\u65e5\u62a5<\/h1>\n <div class=\"hero-stats\">\n <div class=\"stat-pill\"><span class=\"stat-num\">24<\/span><span>\u6761\u8d44\u8baf<\/span><\/div>\n <div class=\"stat-pill\"><span class=\"stat-dot\" style=\"background:#E8956F\"><\/span>\u6a21\u578b 1<\/div>\n <div class=\"stat-pill\"><span class=\"stat-dot\" style=\"background:#D4A76A\"><\/span>\u4ea7\u54c1 8<\/div>\n <div class=\"stat-pill\"><span class=\"stat-dot\" style=\"background:#9DBFAF\"><\/span>\u884c\u4e1a 4<\/div>\n <div class=\"stat-pill\"><span class=\"stat-dot\" style=\"background:#8BA8C8\"><\/span>\u8bba\u6587 3<\/div>\n <div class=\"stat-pill\"><span class=\"stat-dot\" style=\"background:#C99B9B\"><\/span>\u6280\u5de7 8<\/div>\n <\/div>\n<\/header>\n\n<nav class=\"nav-anchor\">\n <a href=\"#sec-ai-models\" class=\"nav-btn\">🤖 \u6a21\u578b\u53d1\u5e03<\/a>\n <a href=\"#sec-ai-products\" class=\"nav-btn\">📦 \u4ea7\u54c1\u53d1\u5e03<\/a>\n <a href=\"#sec-industry\" class=\"nav-btn\">📊 \u884c\u4e1a\u52a8\u6001<\/a>\n <a href=\"#sec-paper\" class=\"nav-btn\">📄 \u8bba\u6587\u7814\u7a76<\/a>\n <a href=\"#sec-tip\" class=\"nav-btn\">💡 \u6280\u5de7\u89c2\u70b9<\/a>\n<\/nav>\n\n<section id=\"sec-ai-models\" class=\"category-section\">\n<h2 class=\"section-title\"><span class=\"section-dot\" style=\"background:#E8956F\"><\/span>\u6a21\u578b\u53d1\u5e03\/\u66f4\u65b0<span class=\"section-count\">1<\/span><\/h2>\n<div class=\"card-grid\">\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">1<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#E8956F15%,white);color:#E8956F;border:1px solid color-mix(in srgb,#E8956F30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">Meta Superintelligence Labs \u63a8\u51fa Muse Image \u548c Muse Video<\/h3>\n <p class=\"card-summary\">Meta Superintelligence Labs \u53d1\u5e03\u9996\u4e2a\u5a92\u4f53\u751f\u6210\u6a21\u578b Muse Image \u548c Muse Video\u3002Muse Image \u662f\u76ee\u524d\u6700\u5148\u8fdb\u7684\u56fe\u50cf\u751f\u6210\u6a21\u578b\uff0c\u80fd\u7cbe\u786e\u9075\u5faa\u6307\u4ee4\u3001\u7cbe\u51c6\u7f16\u8f91\u3001\u591a\u53c2\u8003\u6784\u56fe\uff0c\u5e76\u5229\u7528 Instagram \u793e\u4ea4\u4e0a\u4e0b\u6587\u3002\u5b83\u8fd8\u5177\u5907\u667a\u80fd\u4f53\u5de5\u5177\u4f7f\u7528\u80fd\u529b\u5e76\u96c6\u6210 Muse Spark\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 18:00<\/span>\n <a href=\"https:\/\/x.com\/AIatMeta\/status\/2074577662840832382\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<\/div>\n<\/section>\n<section id=\"sec-ai-products\" class=\"category-section\">\n<h2 class=\"section-title\"><span class=\"section-dot\" style=\"background:#D4A76A\"><\/span>\u4ea7\u54c1\u53d1\u5e03\/\u66f4\u65b0<span class=\"section-count\">8<\/span><\/h2>\n<div class=\"card-grid\">\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">2<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">MIRA\uff1a\u53ef\u73a9\u591a\u4eba\u4e16\u754c\u6a21\u578b\uff0c20 FPS\u5b9e\u65f6\u751f\u6210\u201c\u706b\u7bad\u8054\u76df\u7684\u68a6\u201d<\/h3>\n <p class=\"card-summary\">MIRA\u662f\u4e00\u4e2a\u53ef\u73a9\u3001\u591a\u4eba\u7684\u4e16\u754c\u6a21\u578b\uff0c\u88ab\u5f62\u5bb9\u4e3a\u201c\u706b\u7bad\u8054\u76df\u7684\u68a6\u201d\u3002\u5b83\u57fa\u4e8e10k\u5c0f\u65f6\u516c\u5f00\u673a\u5668\u4eba\u6536\u96c6\u7684\u6570\u636e\u8bad\u7ec3\uff0c\u5b66\u4e60\u56db\u73a9\u5bb6\u6e38\u620f\u52a8\u6001\uff0c\u6839\u636e\u6309\u952e\u5b9e\u65f6\u751f\u6210\u753b\u9762\uff0c\u5e27\u7387\u8fbe20 FPS\u3002\u6a21\u578b\u7531General Intuition\u4e0eKyutai Labs\u8054\u5408\u6784\u5efa\uff0cEpic Games\u63d0\u4f9b\u534f\u4f5c\u3002Ethan Mollick\u79f0\u4ece\u6700\u65e9\u7684\u6269\u6563DOOM\u73a9\u8fc7\u6765\uff0c\u591a\u4eba20 FPS\u6548\u679c\u51fa\u8272\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 18:00<\/span>\n <a href=\"https:\/\/x.com\/emollick\/status\/2074348274136346871\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">3<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">Hacker News<\/span>\n <\/div>\n <h3 class=\"card-title\">Rowboat\uff1a\u5f00\u6e90\u3001\u672c\u5730\u4f18\u5148\u7684\u684c\u9762AI\u52a9\u624b<\/h3>\n <p class=\"card-summary\">Rowboat \u662f\u4e00\u4e2a\u5f00\u6e90\u3001\u672c\u5730\u4f18\u5148\u7684\u684c\u9762 AI \u52a9\u624b\uff0c\u5c06\u90ae\u4ef6\u3001\u4f1a\u8bae\u3001Slack \u7b49\u6570\u636e\u7d22\u5f15\u4e3a Obsidian \u98ce\u683c\u7684\u77e5\u8bc6\u56fe\u8c31\uff0c\u63d0\u4f9b\u6301\u4e45\u4e0a\u4e0b\u6587\u8bb0\u5fc6\u3002\u5185\u7f6e\u90ae\u4ef6\u5ba2\u6237\u7aef\u3001\u6d4f\u89c8\u5668\u3001\u4f1a\u8bae\u8bb0\u5f55\u5668\u3001\u4ee3\u7801\u6a21\u5f0f\uff08\u53ef\u8c03\u7528 Claude Code \u6216 Codex \u4ee3\u7406\uff09\uff0c\u5e76\u652f\u6301\u6309\u4e8b\u4ef6\u6216\u5b9a\u65f6\u8fd0\u884c\u7684\u80cc\u666f\u4ee3\u7406\u3002\u7528\u6237\u53ef\u901a\u8fc7 MCP \u534f\u8bae\u63a5\u5165 Exa \u641c\u7d22\u3001GitHub \u7b49\u5916\u90e8\u5de5\u5177\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 18:00<\/span>\n <a href=\"https:\/\/github.com\/rowboatlabs\/rowboat\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">4<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">Grok Imagine \u66f4\u65b0\uff1a\u652f\u6301 15 \u79d2\u89c6\u9891<\/h3>\n <p class=\"card-summary\">Grok Imagine \u66f4\u65b0\u3002\u8bf7\u66f4\u65b0\u4f60\u7684 Grok \u5e94\u7528\uff0115 \u79d2 Imagine \u89c6\u9891\u73b0\u5df2\u53ef\u7528\uff0c\u8d28\u91cf\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 18:00<\/span>\n <a href=\"https:\/\/x.com\/elonmusk\/status\/2074378653501128833\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">5<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">Claude<\/span>\n <\/div>\n <h3 class=\"card-title\">Claude Cowork \u5411\u79fb\u52a8\u7aef\u548c\u7f51\u9875\u7aef\u5f00\u653e<\/h3>\n <p class=\"card-summary\">Claude Cowork \u6b63\u5728\u5411\u79fb\u52a8\u7aef\u548c\u7f51\u9875\u7aef\u5f00\u653e\uff0c\u8ba9\u4f1a\u8bdd\u548c\u6587\u4ef6\u8de8\u8bbe\u5907\u540c\u6b65\u3002Beta \u7248\u5c06\u5728\u672a\u6765\u51e0\u5468\u5185\u9996\u5148\u9762\u5411 Max \u7528\u6237\u63a8\u51fa\u3002Cowork \u53ef\u8ba9 Claude \u8de8\u6587\u4ef6\u3001\u65e5\u5386\u3001\u90ae\u4ef6\u3001\u5373\u65f6\u901a\u8baf\u7b49\u5de5\u5177\u5b8c\u6210\u590d\u6742\u4efb\u52a1\uff0c\u5176\u4e2d\u8d85\u8fc7 90% \u7684\u4f7f\u7528\u573a\u666f\u5e76\u975e\u8f6f\u4ef6\u5f00\u53d1\uff0c\u800c\u662f\u65e5\u5e38\u77e5\u8bc6\u5de5\u4f5c\uff08\u4e1a\u52a1\u8fd0\u8425\u548c\u5185\u5bb9\u521b\u4f5c\uff09\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 15:00<\/span>\n <a href=\"https:\/\/claude.com\/blog\/cowork-web-mobile\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">6<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">Google Blog<\/span>\n <\/div>\n <h3 class=\"card-title\">Gemini API Managed Agents \u65b0\u589e\u540e\u53f0\u6267\u884c\u3001\u8fdc\u7a0b MCP \u4e0e\u81ea\u5b9a\u4e49\u51fd\u6570\u7b49\u80fd\u529b<\/h3>\n <p class=\"card-summary\">Google \u4e3a Gemini API \u7684 Managed Agents \u65b0\u589e\u540e\u53f0\u6267\u884c\u3001\u8fdc\u7a0b MCP \u670d\u52a1\u5668\u96c6\u6210\u3001\u81ea\u5b9a\u4e49\u51fd\u6570\u8c03\u7528\u4e0e\u51ed\u8bc1\u5237\u65b0\u529f\u80fd\u3002\u540e\u53f0\u6267\u884c\u901a\u8fc7\u4f20\u5165 `background: true` \u5f02\u6b65\u8fd0\u884c\u4efb\u52a1\uff0c\u7acb\u5373\u8fd4\u56de ID \u4f9b\u8f6e\u8be2\u72b6\u6001\u6216\u6d41\u5f0f\u83b7\u53d6\u8fdb\u5ea6\u3002Managed Agents \u53ef\u76f4\u63a5\u8fde\u63a5\u8fdc\u7a0b MCP \u670d\u52a1\u5668\uff0c\u65e0\u9700\u81ea\u5b9a\u4e49\u4ee3\u7406\u4e2d\u95f4\u4ef6\uff0c<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 15:00<\/span>\n <a href=\"https:\/\/blog.google\/innovation-and-ai\/technology\/developers-tools\/expanding-managed-agents-gemini-api\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">7<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">NotebookLM\u77ed\u89c6\u9891\u6982\u89c8\u6b63\u5f0f\u4e0a\u7ebf<\/h3>\n <p class=\"card-summary\">\u77ed\u89c6\u9891\u6982\u89c8\u529f\u80fd\u5df2\u6b63\u5f0f\u5728\u79fb\u52a8\u7aef\u548c\u7f51\u9875\u7aef\u9762\u5411\u6240\u6709\u82f1\u8bed\u7528\u6237\u5168\u9762\u4e0a\u7ebf\uff01 \u4e00\u5982\u65e2\u5f80\uff0c\u60a8\u7684\u610f\u89c1\u5bf9\u6211\u4eec\u81f3\u5173\u91cd\u8981\u3002\u8bf7\u5728\u4e0b\u65b9\u5206\u4eab\u60a8\u6700\u559c\u6b22\u7684\u4f5c\u54c1\uff0c\u5e76\u544a\u8bc9\u6211\u4eec\u63a5\u4e0b\u6765\u9700\u8981\u6dfb\u52a0\u54ea\u4e9b\u529f\u80fd\uff01\u2764\ufe0f<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 15:00<\/span>\n <a href=\"https:\/\/x.com\/NotebookLM\/status\/2074551227594264799\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">8<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">Hugging Face<\/span>\n <\/div>\n <h3 class=\"card-title\">Hugging Face Storage \u6210\u4e3a SkyPilot \u4e00\u7ea7\u540e\u7aef\uff1a\u96f6\u51fa\u7ad9\u8d39\u8de8\u4e91\u5b58\u50a8<\/h3>\n <p class=\"card-summary\">Hugging Face Storage \u73b0\u4e3a SkyPilot \u7684\u4e00\u7ea7\u540e\u7aef\u3002\u7528\u6237\u901a\u8fc7 `hf:\/\/` URL \u548c\u73b0\u6709 HFTOKEN \u5373\u53ef\u5c06 Hugging Face Bucket\uff08\u8bfb\u5199\uff09\u6216\u6a21\u578b\/\u6570\u636e\u96c6\/Space \u4ed3\u5e93\uff08\u53ea\u8bfb\uff09\u6302\u8f7d\u5230 SkyPilot \u4efb\u52a1\u4e2d\uff0c\u652f\u6301 MOUNT\uff08FUSE \u61d2\u52a0\u8f7d\uff09\u6216 COPY \u6a21\u5f0f\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 15:00<\/span>\n <a href=\"https:\/\/huggingface.co\/blog\/skypilot-hf-storage\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">9<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#D4A76A15%,white);color:#D4A76A;border:1px solid color-mix(in srgb,#D4A76A30%,white)\">Claude Code<\/span>\n <\/div>\n <h3 class=\"card-title\">Claude Code v2.1.203 \u53d1\u5e03<\/h3>\n <p class=\"card-summary\">\u672c\u6b21\u66f4\u65b0\u65b0\u589e\u767b\u5f55\u8fc7\u671f\u8b66\u544a\u548c\u624b\u52a8\u6743\u9650\u6a21\u5f0f\u6807\u8bb0\uff0c\u5e76\u5c06\u9644\u52a0\u5de5\u4f5c\u76ee\u5f55\u52a0\u5165 MCP roots\/list\u3002\u4fee\u590d\u4e86 macOS \u4e0b\u56e0\u5185\u5b58\u68c0\u6d4b\u8bef\u62a5\u5bfc\u81f4\u540e\u53f0\u4f1a\u8bdd\u5361\u987f 15\u201320 \u79d2\uff08\u56de\u5f52\u81ea 2.1.196\uff09\u3001\u540e\u53f0\u4f1a\u8bdd\u56e0 token \u8fc7\u671f\u6c38\u4e45\u4e0d\u53ef\u7528\uff08\u73b0\u81ea\u52a8\u6062\u590d\uff09\u3001\u4ea4\u4e92\u5f0f\u4f1a\u8bdd\u4e2d\u4e0a\u4e0b\u6587\u6307\u793a\u5668\u6bcf\u8f6e\u91cd\u5206\u6790\u6574\u4e2a\u5bf9\u8bdd\u5bfc\u81f4 CPU \u548c\u5185\u5b58\u56de\u5f52\u7b49\u95ee\u9898\u3002\u540c\u65f6\u6539\u8fdb\u4e86\u957f\u54cd\u5e94\u6d41\u65f6\u7684\u5b9e\u65f6\u9884\u89c8\u6027\u80fd\uff0c\u5e76\u964d\u4f4e\u4e86\u5b50\u4ee3\u7406\u91cd\u65b0\u59d4\u6258\u4efb\u52a1\u7684\u503e\u5411\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 15:00<\/span>\n <a href=\"https:\/\/github.com\/anthropics\/claude-code\/releases\/tag\/v2.1.203\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<\/div>\n<\/section>\n<section id=\"sec-industry\" class=\"category-section\">\n<h2 class=\"section-title\"><span class=\"section-dot\" style=\"background:#9DBFAF\"><\/span>\u884c\u4e1a\u52a8\u6001<span class=\"section-count\">4<\/span><\/h2>\n<div class=\"card-grid\">\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">10<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#9DBFAF15%,white);color:#9DBFAF;border:1px solid color-mix(in srgb,#9DBFAF30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">\u4e2d\u56fd\u62df\u9650\u5236\u5916\u56fd\u8bbf\u95ee\u6700\u5f3aAI\u6a21\u578b<\/h3>\n <p class=\"card-summary\">\u4e2d\u56fd\u8ba1\u5212\u9650\u5236\u5916\u56fd\u8bbf\u95ee\u5176\u6700\u5f3aAI\u6a21\u578b\uff0c\u8fd1\u671f\u4e0e\u963f\u91cc\u5df4\u5df4\u3001\u5b57\u8282\u8df3\u52a8\u3001Z.ai\u7b49\u4f01\u4e1a\u4f1a\u8c08\uff0c\u62df\u5c06\u5148\u8fdb\u6a21\u578b\uff08\u542b\u672a\u53d1\u5e03\uff09\u7559\u5728\u4e2d\u56fd\u56fd\u5185\u3002\u5546\u52a1\u90e8\u4e3b\u5bfc\u3001\u56fd\u5bb6\u53d1\u6539\u59d4\u53c2\u4e0e\uff0c\u8868\u660e\u6b64\u4e3e\u5c5e\u51fa\u53e3\u7ba1\u5236\u800c\u975e\u5e73\u53f0\u76d1\u7ba1\u3002\u76ee\u6807\u6db5\u76d6\u95ed\u6e90\u548c\u5f00\u6e90\u6a21\u578b\uff0c\u4e0d\u4ec5\u9650API\u8bbf\u95ee\uff0c\u8fd8\u5305\u62ec\u53ef\u4e0b\u8f7d\u6743\u91cd\u3002\u540c\u65f6\u8ba8\u8bba\u5c06\u6a21\u578b\u6cc4\u6f0f\u89c6\u4e3a\u56fd\u5bb6\u5b89\u5168\u72af\u7f6a\uff0c\u5e76\u9650\u5236\u5916\u56fd\u8d44\u672c\u6295\u8d44\u4e2d\u56fdAI\u521d\u521b\u3002\u82e5\u5b9e\u65bd\uff0c\u5916\u56fd\u516c\u53f8\u5c06\u5931\u53bb\u4f4e\u6210\u672c\u6a21\u578b\u8bbf\u95ee\u6743\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 12:00<\/span>\n <a href=\"https:\/\/x.com\/rohanpaul_ai\/status\/2074512389526237609\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">11<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#9DBFAF15%,white);color:#9DBFAF;border:1px solid color-mix(in srgb,#9DBFAF30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">Ethan Mollick\uff1a\u5f00\u653e\u6743\u91cd\u6a21\u578b\u4f9b\u7ed9\u96be\u6301\u7eed<\/h3>\n <p class=\"card-summary\">\u8fd9\u662f\u4e00\u4e2a\u5173\u952e\u539f\u56e0\uff0c\u6211\u4e0d\u671f\u671b\u524d\u6cbf\u5f00\u653e\u6743\u91cd\u6a21\u578b\u7684\u6d41\u52a8\u4f1a\u65e0\u9650\u671f\u6301\u7eed\uff0c\u751a\u81f3\u4e0d\u4f1a\u6301\u7eed\u66f4\u957f\u65f6\u95f4\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 12:00<\/span>\n <a href=\"https:\/\/x.com\/emollick\/status\/2074497401578996154\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">12<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#9DBFAF15%,white);color:#9DBFAF;border:1px solid color-mix(in srgb,#9DBFAF30%,white)\">The Decoder<\/span>\n <\/div>\n <h3 class=\"card-title\">\u5fae\u8f6f\u4e3a\u964d\u6210\u672c\u5728Copilot\u4e2d\u7528\u81ea\u7814MAI\u6a21\u578b\u66ff\u6362OpenAI\u548cAnthropic\u6a21\u578b<\/h3>\n <p class=\"card-summary\">\u5fae\u8f6f\u6b63\u7528\u81ea\u7814MAI\u6a21\u578b\u66ff\u6362Copilot\u4ea7\u54c1\u4e2d\u7684OpenAI\u548cAnthropic\u6a21\u578b\u4ee5\u964d\u4f4e\u652f\u51fa\u3002MAI\u6a21\u578b\u5df2\u5728Excel\u548cOutlook\u4e2d\u6bcf\u5468\u5904\u7406\u6570\u4e07\u6b21\u8bf7\u6c42\uff0c\u4f46\u5360\u6bd4\u4ecd\u5c0f\u3002Build\u5927\u4f1a\u4e0a\u53d1\u5e03\u63a8\u7406\u6a21\u578bMAI-Thinking 1\uff0c\u58f0\u79f0\u7f16\u7801\u5ab2\u7f8eSonnet 4.6\u548cOpus 4.6\uff0c\u4f46\u57fa\u51c6\u6d4b\u8bd5\u5927\u5e45\u843d\u540e\uff0c\u4ec5\u4e0eDeepSeek V3.2\u76f8\u5f53\u3002AI\u8d1f\u8d23\u4eba\u627f\u8ba4\u76ee\u6807\u662f\u524a\u51cf\u5e76\u6d88\u9664\u5bf9Anthropic\u7684\u652f\u51fa\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 12:00<\/span>\n <a href=\"https:\/\/the-decoder.com\/copilot-goes-cheap-as-microsoft-phases-out-openai-and-anthropic-models-to-cut-costs\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">13<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#9DBFAF15%,white);color:#9DBFAF;border:1px solid color-mix(in srgb,#9DBFAF30%,white)\">TechCrunch<\/span>\n <\/div>\n <h3 class=\"card-title\">\u7f8e\u56fd\u9996\u6279\u81ea\u4e3b\u5730\u9762\u8f66\u8f86\u5728\u4e4c\u514b\u5170\u53c2\u6218<\/h3>\n <p class=\"card-summary\">\u7f8e\u56fd\u81ea\u52a8\u9a7e\u9a76\u8f66\u8f86\u516c\u53f8 Forterra \u5ba3\u5e03\uff0c\u8fc7\u53bb\u4e5d\u4e2a\u6708\u5df2\u5411\u4e4c\u514b\u5170\u6218\u573a\u90e8\u7f72\u8d85\u8fc7 100 \u8f86\u57fa\u4e8e Polaris ATV \u7684 Lancer \u81ea\u4e3b\u5730\u9762\u8f66\u8f86\u3002\u8fd9\u4e9b\u6c7d\u6cb9\u52a8\u529b\u8f66\u8f86\u53ef\u643a\u5e26 750 \u516c\u65a4\u8d27\u7269\uff0c\u52a0\u88c5 Starlink \u5929\u7ebf\u5b9e\u73b0\u8fdc\u7a0b\u64cd\u63a7\uff0c\u5df2\u6267\u884c 1100 \u591a\u6b21\u4efb\u52a1\uff0c\u884c\u9a76 2500 \u82f1\u91cc\uff0c\u8fd0\u9001 777,440 \u78c5\u7269\u8d44\uff0c\u5b8c\u6210 52 \u6b21\u4f24\u5458\u64a4\u79bb\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 12:00<\/span>\n <a href=\"https:\/\/techcrunch.com\/2026\/07\/07\/the-first-american-autonomous-ground-vehicles-are-fighting-in-ukraine\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<\/div>\n<\/section>\n<section id=\"sec-paper\" class=\"category-section\">\n<h2 class=\"section-title\"><span class=\"section-dot\" style=\"background:#8BA8C8\"><\/span>\u8bba\u6587\u7814\u7a76<span class=\"section-count\">3<\/span><\/h2>\n<div class=\"card-grid\">\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">14<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#8BA8C815%,white);color:#8BA8C8;border:1px solid color-mix(in srgb,#8BA8C830%,white)\">Apple Machine Le<\/span>\n <\/div>\n <h3 class=\"card-title\">\u82f9\u679c\u7814\u7a76\uff1a\u5355\u4e2a\u795e\u7ecf\u5143\u5373\u53ef\u7ed5\u8fc7\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u5b89\u5168\u5bf9\u9f50<\/h3>\n <p class=\"card-summary\">\u82f9\u679c\u7814\u7a76\u4eba\u5458\u53d1\u73b0\uff0c\u5b89\u5168\u5bf9\u9f50\u7531\u4e24\u7c7b\u795e\u7ecf\u5143\u8c03\u63a7\uff1a\u62d2\u7edd\u795e\u7ecf\u5143\u63a7\u5236\u6709\u5bb3\u77e5\u8bc6\u662f\u5426\u8868\u8fbe\uff0c\u6982\u5ff5\u795e\u7ecf\u5143\u7f16\u7801\u6709\u5bb3\u77e5\u8bc6\u672c\u8eab\u3002\u5728\u4e03\u4e2a\u6a21\u578b\uff081.7B\u81f370B\u53c2\u6570\uff09\u4e2d\uff0c\u4ec5\u9700\u6291\u5236\u5355\u4e2a\u62d2\u7edd\u795e\u7ecf\u5143\u5373\u53ef\u7ed5\u8fc7\u5b89\u5168\u5bf9\u9f50\uff0c\u56de\u7b54\u6709\u5bb3\u8bf7\u6c42\uff1b\u6216\u653e\u5927\u5355\u4e2a\u6982\u5ff5\u795e\u7ecf\u5143\uff0c\u4ece\u65e0\u5bb3\u63d0\u793a\u8bf1\u5bfc\u51fa\u6709\u5bb3\u5185\u5bb9\u3002\u6574\u4e2a\u8fc7\u7a0b\u65e0\u9700\u8bad\u7ec3\u6216\u63d0\u793a\u5de5\u7a0b\u3002\u7ed3\u679c\u8868\u660e\u5b89\u5168\u5bf9\u9f50\u7531\u4e2a\u522b\u795e\u7ecf\u5143\u56e0\u679c\u63a7\u5236\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 12:00<\/span>\n <a href=\"https:\/\/machinelearning.apple.com\/research\/single-neuron-safety-alignment\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">15<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#8BA8C815%,white);color:#8BA8C8;border:1px solid color-mix(in srgb,#8BA8C830%,white)\">Apple Machine Le<\/span>\n <\/div>\n <h3 class=\"card-title\">Weblica\uff1a\u9762\u5411\u89c6\u89c9\u7f51\u9875\u667a\u80fd\u4f53\u7684\u53ef\u6269\u5c55\u53ef\u590d\u73b0\u8bad\u7ec3\u73af\u5883<\/h3>\n <p class=\"card-summary\">\u82f9\u679c\u7814\u7a76\u56e2\u961f\u63d0\u51faWeblica\u6846\u67b6\uff0c\u901a\u8fc7HTTP\u7ea7\u7f13\u5b58\u4fdd\u5b58\u7f51\u9875\u7a33\u5b9a\u89c6\u89c9\u72b6\u6001\u5e76\u4fdd\u7559\u4ea4\u4e92\u884c\u4e3a\uff0c\u7ed3\u5408\u5927\u8bed\u8a00\u6a21\u578b\u57fa\u4e8e\u771f\u5b9e\u7f51\u7ad9\u4e0e\u6838\u5fc3\u5bfc\u822a\u6280\u80fd\u5408\u6210\u73af\u5883\uff0c\u6784\u5efa\u53ef\u590d\u73b0\u3001\u53ef\u6269\u5c55\u7684\u8bad\u7ec3\u73af\u5883\u3002\u8be5\u6846\u67b6\u5c06\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u6269\u5c55\u5230\u6570\u5343\u4e2a\u591a\u6837\u5316\u7684\u73af\u5883\u548c\u4efb\u52a1\u3002\u6700\u4f73\u6a21\u578bWeblica-8B\u5728\u591a\u4e2a\u7f51\u9875\u5bfc\u822a\u57fa\u51c6\u4e0a\u8d85\u8d8a\u540c\u7b49\u89c4\u6a21\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u63a8\u7406\u6b65\u9aa4\u66f4\u5c11\uff0c\u6d4b\u8bd5\u65f6\u8ba1\u7b97\u6269\u5c55\u6027\u826f\u597d\uff0c\u6027\u80fd\u4e0eAPI\u6a21\u578b\u76f8\u5f53\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 09:00<\/span>\n <a href=\"https:\/\/machinelearning.apple.com\/research\/weblica-visual-web-agents\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">16<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#8BA8C815%,white);color:#8BA8C8;border:1px solid color-mix(in srgb,#8BA8C830%,white)\">Apple Machine Le<\/span>\n <\/div>\n <h3 class=\"card-title\">DynaMiCS\uff1a\u5e26\u6027\u80fd\u7ea6\u675f\u7684\u5927\u8bed\u8a00\u6a21\u578b\u52a8\u6001\u6df7\u5408\u5fae\u8c03<\/h3>\n <p class=\"card-summary\">DynaMiCS\u662f\u4e00\u79cd\u52a8\u6001\u6df7\u5408\u4f18\u5316\u5668\uff0c\u5c06\u591a\u9886\u57df\u5fae\u8c03\u5efa\u6a21\u4e3a\u5e26\u6027\u80fd\u7ea6\u675f\u7684\u4f18\u5316\u95ee\u9898\u3002\u5b83\u901a\u8fc7\u77ed\u9886\u57df\u7279\u5b9a\u63a2\u6d4b\u8fd0\u884c\u4f30\u8ba1\u8de8\u9886\u57df\u6548\u5e94\u659c\u7387\u77e9\u9635\uff0c\u518d\u57fa\u4e8e\u6982\u7387\u5355\u7eaf\u5f62\u4f18\u5316\u8ba1\u7b97\u6df7\u5408\u6743\u91cd\uff0c\u5728\u63d0\u5347\u76ee\u6807\u9886\u57df\u6027\u80fd\u7684\u540c\u65f6\u5c06\u7ea6\u675f\u9886\u57df\u635f\u5931\u7ef4\u6301\u5728\u53c2\u8003\u6c34\u5e73\u4ee5\u4e0b\u3002\u5b9e\u9a8c\u8868\u660e\uff0cDynaMiCS\u76f8\u6bd4\u56fa\u5b9a\u6df7\u5408\u57fa\u7ebf\u53d6\u5f97\u66f4\u5f3a\u7684\u76ee\u6807\u9886\u57df\u63d0\u5347\u548c\u7ea6\u675f\u6ee1\u8db3\uff0c\u4e14\u8ba1\u7b97\u6210\u672c\u66f4\u4f4e\uff0c\u65e0\u9700\u53c2\u8003\u6a21\u578b\u3001\u9010\u6837\u672c\u8bc4\u5206\u6216\u624b\u52a8\u8c03\u8282\u6df7\u5408\u6743\u91cd\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 09:00<\/span>\n <a href=\"https:\/\/machinelearning.apple.com\/research\/dynamics-fine-tuning-llms\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<\/div>\n<\/section>\n<section id=\"sec-tip\" class=\"category-section\">\n<h2 class=\"section-title\"><span class=\"section-dot\" style=\"background:#C99B9B\"><\/span>\u6280\u5de7\u4e0e\u89c2\u70b9<span class=\"section-count\">8<\/span><\/h2>\n<div class=\"card-grid\">\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">17<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">Elvis Saravia \u901a\u8fc7 HITL \u548c DialAgent \u63d0\u5347 agentic loops \u53ef\u9760\u6027<\/h3>\n <p class=\"card-summary\">Elvis Saravia \u4ecb\u7ecd\u4f7f\u7528 human-in-the-loop\uff08HITL\uff09\u6765\u63d0\u5347 agentic loops \u7684\u53ef\u9760\u6027\u3002\u4ed6\u6240\u6709 Claude \u548c Codex agent \u4f1a\u8bdd\u90fd\u901a\u8fc7 @DialAgent MCP \u670d\u52a1\u5668\uff0c\u8be5\u670d\u52a1\u5668\u4e3a agent \u63d0\u4f9b\u4e13\u5c5e\u53f7\u7801\uff0c\u652f\u6301\u8bed\u97f3\u3001SMS\u3001iMessage \u4f5c\u4e3a\u539f\u751f\u5de5\u5177\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 09:00<\/span>\n <a href=\"https:\/\/x.com\/omarsar0\/status\/2074506169352180108\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">18<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">Tomer Tunguz \u535a\u5ba2<\/span>\n <\/div>\n <h3 class=\"card-title\">FDE\u7206\u53d1\uff1aAI\u516c\u53f812\u4e2a\u6708\u627f\u8bfa97.5\u4ebf\u7f8e\u5143\u90e8\u7f72\u5de5\u7a0b<\/h3>\n <p class=\"card-summary\">AI\u516c\u53f8\u572812\u4e2a\u6708\u5185\u5408\u8ba1\u627f\u8bfa97.5\u4ebf\u7f8e\u5143\u7528\u4e8e\u5efa\u8bbe\u524d\u90e8\u7f72\u5de5\u7a0b\uff08FDE\uff09\u56e2\u961f\u3002\u4e09\u79cd\u7ed3\u6784\u6a21\u578b\u6d6e\u73b0\uff1a\u8d44\u4ea7\u8d1f\u503a\u6a21\u578b\uff08\u5fae\u8f6f\u3001\u4e9a\u9a6c\u900a\u4ece\u73b0\u6709\u7f16\u5236\u8c03\u914d\uff0cSalesforce\u627f\u8bfa1000\u4e2aFDE\u5c97\u4f4d\uff09\uff1b\u72ec\u7acb\u5b9e\u4f53\u6a21\u578b\uff08OpenAI Deployment Company\u878d\u8d4440\u4ebf\u7f8e\u5143\uff0c\u6295\u540e\u4f30\u503c140\u4ebf\uff1bAnthropic\u4ece\u9ed1\u77f3\u7b49\u878d\u8d4415\u4ebf\u7f8e\u5143\uff09\uff1b<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 09:00<\/span>\n <a href=\"https:\/\/www.tomtunguz.com\/the-10b-fde-boom\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">19<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">Hacker News<\/span>\n <\/div>\n <h3 class=\"card-title\">YC CEO\u58f0\u79f0\u6bcf\u65e5\u7528AI\u90e8\u7f723.7\u4e07\u884c\u4ee3\u7801\uff0c\u5f00\u53d1\u8005\u5ba1\u67e5\u53d1\u73b0\u524d\u7aef\u4ee3\u7801\u5927\u91cf\u81c3\u80bf\u4f4e\u6548<\/h3>\n <p class=\"card-summary\">Y Combinator CEO Garry Tan\u5728X\u4e0a\u5ba3\u79f0\uff0c\u4ed6\u4e0eAI\u7f16\u7801\u4ee3\u7406\u6bcf\u5929\u5728\u4e94\u4e2a\u9879\u76ee\u4e2d\u90e8\u7f7237000\u884c\u4ee3\u7801\uff0c\u5e76\u4fdd\u6301\u8fde\u7eed72\u5929\u53d1\u5e03\u8bb0\u5f55\u3002\u6ce2\u5170\u5f00\u53d1\u8005Gregorein\u6df1\u5165\u5ba1\u67e5Tan\u7f51\u7ad9\u524d\u7aef\u4ee3\u7801\uff0c\u53d1\u73b0\u5927\u91cf\u81c3\u80bf\u4e0e\u4f4e\u6548\u95ee\u9898\uff1a\u9875\u9762\u52a0\u8f7d169\u6b21\u8bf7\u6c42\u3001\u603b\u8ba16.42MB\u6570\u636e\uff08\u5bf9\u6bd4Hacker News\u4ec57\u6b2112KB\uff09\uff1b<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 09:00<\/span>\n <a href=\"https:\/\/www.fastcompany.com\/91520702\/y-combinator-garry-tan-agentic-ai-social-media\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">20<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">MarkTechPost<\/span>\n <\/div>\n <h3 class=\"card-title\">Liquid AI \u5f00\u6e90 Antidoom\uff1a\u57fa\u4e8e\u6700\u7ec8 Token \u504f\u597d\u4f18\u5316\u7684\u63a8\u7406\u6a21\u578b\u6b7b\u5faa\u73af\u4fee\u590d\u65b9\u6cd5<\/h3>\n <p class=\"card-summary\">Liquid AI \u5f00\u6e90\u4e86 Antidoom\uff0c\u4e00\u79cd\u57fa\u4e8e Final Token Preference Optimization (FTPO) \u7684\u9488\u5bf9\u6027\u4fee\u590d\u65b9\u6cd5\uff0c\u7528\u4e8e\u51cf\u5c11\u63a8\u7406\u6a21\u578b\u4e2d\u7684 doom loop\uff08\u6b7b\u5faa\u73af\uff09\u95ee\u9898\u3002\u8be5\u65b9\u6cd5\u5b9a\u4f4d\u5faa\u73af\u5f00\u59cb\u7684\u7b2c\u4e00\u4e2a token\uff0c\u8bad\u7ec3\u6a21\u578b\u9009\u62e9\u8fde\u8d2f\u66ff\u4ee3\u9879\uff0c\u800c\u4e0d\u6539\u53d8\u6574\u4f53\u8f93\u51fa\u5206\u5e03\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 03:00<\/span>\n <a href=\"https:\/\/www.marktechpost.com\/2026\/07\/07\/liquid-ai-antidoom-doom-loops-ftpo\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">21<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">Hacker News<\/span>\n <\/div>\n <h3 class=\"card-title\">\u5728\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u5730\u533a\uff0c\u5c0f\u578bAI\u6a21\u578b\u6b63\u9010\u6e10\u666e\u53ca<\/h3>\n <p class=\"card-summary\">2019\u5e74\uff0cAdebayo Alonge\u56e0\u670d\u52a1\u5668\u8fdc\u5728\u7f8e\u56fd\u81f4RxScanner\u5355\u6b21\u626b\u63cf\u8d855\u5206\u949f\uff0c\u5de5\u7a0b\u5e082\u5c0f\u65f6\u5185\u5c06AI\u6a21\u578b\u7f29\u5c0f\u81f3\u53ef\u5728Android\u624b\u673a\u672c\u5730\u8fd0\u884c\uff0c\u6b64\u540eRxScanner\u80fd\u5728\u65e0\u5bbd\u5e26\u3001\u7f3a\u7535\u5730\u533a\u9a8c\u836f\u3002\u5c0fAI\u6a21\u578b\u53c2\u6570\u901a\u5e38\u81f3\u591a\u51e0\u5341\u4ebf\uff0c\u53ef\u5728\u624b\u673a\u6216Raspberry Pi\u4e0a\u8fd0\u884c\uff0c\u529f\u8017\u4ec5\u6570\u74e6\u3002\u7c7b\u4f3c\u6848\u4f8b\u5305\u62ec\u5370\u5ea6\u8170\u679c\u75c5\u5bb3\u68c0\u6d4b\u65e0\u4eba\u673a\u3001\u4e4c\u62c9\u572d\u8682\u8681\u5165\u4fb5\u8bc6\u522b\u3001\u759f\u868a\u68c0\u6d4b\u53ca\u5df4\u897f\u57fa\u4e8eArduino\u7684\u5fc3\u7535\u56fe\u8bbe\u5907\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 03:00<\/span>\n <a href=\"https:\/\/spectrum.ieee.org\/small-language-models-ai-pharmaceuticals\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">22<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">X<\/span>\n <\/div>\n <h3 class=\"card-title\">Krea 2 \u8eab\u4efd\u4fdd\u7559\u529f\u80fd\u4e0a\u7ebf<\/h3>\n <p class=\"card-summary\">Krea 2 \u7684\u8eab\u4efd\u4fdd\u7559\u529f\u80fd\u5df2\u53d1\u5e03\uff0c\u914d\u5957\u6a21\u578b\u548c ComfyUI \u8282\u70b9\u4e5f\u5df2\u4e0a\u7ebf\u3002\ud83d\udd25<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 03:00<\/span>\n <a href=\"https:\/\/x.com\/krea_ai\/status\/2074589965653303321\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">23<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">Claude<\/span>\n <\/div>\n <h3 class=\"card-title\">\u4eba\u4eec\u5982\u4f55\u4f7f\u7528Claude Cowork<\/h3>\n <p class=\"card-summary\">\u57fa\u4e8e2026\u5e745\u670811-31\u65e5120\u4e07\u6b21\u533f\u540d\u4f1a\u8bdd\u6837\u672c\uff0cClaude Cowork\u6700\u5927\u7528\u9014\u4e3a\u4e1a\u52a1\u6d41\u7a0b\u4e0e\u8fd0\u8425\uff0833.4%\uff09\uff0c\u5982\u6574\u7406\u62a5\u544a\u3001\u6838\u5bf9\u8868\u683c\uff1b\u5176\u6b21\u4e3a\u5185\u5bb9\u521b\u4f5c\u4e0e\u6587\u6848\uff0816.4%\uff09\uff0c\u5982\u8d77\u8349\u7a3f\u4ef6\u3001\u5236\u4f5c\u5e7b\u706f\u7247\uff1b\u8f6f\u4ef6\u5f00\u53d1\u4ec5\u53608.7%\u3002\u7528\u6237\u591a\u7528\u5b83\u5904\u7406\u8de8\u56e2\u961f\u8854\u63a5\u6027\u4efb\u52a1\uff0c\u4f8b\u5982\u5f8b\u5e08\u5904\u7406\u6587\u6863\u683c\u5f0f\u3001\u62db\u8058\u7ecf\u7406\u6c47\u603b\u9762\u8bd5\u53cd\u9988\u3002Claude Cowork\u9762\u5411\u6240\u6709Claude\u7528\u6237\u5f00\u653e\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 03:00<\/span>\n <a href=\"https:\/\/claude.com\/blog\/how-people-are-using-claude-cowork\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<article class=\"card\" data-animate>\n <div class=\"card-header\">\n <span class=\"card-index\">24<\/span>\n <span class=\"chip\" style=\"background:color-mix(in srgb,#C99B9B15%,white);color:#C99B9B;border:1px solid color-mix(in srgb,#C99B9B30%,white)\">Claude<\/span>\n <\/div>\n <h3 class=\"card-title\">\u5728 Claude Code \u4e2d\u9009\u62e9 Claude \u6a21\u578b\u4e0e\u52aa\u529b\u7ea7\u522b<\/h3>\n <p class=\"card-summary\">Claude Code \u63d0\u4f9b\u6a21\u578b\uff08model\uff09\u548c\u52aa\u529b\u7ea7\u522b\uff08effort\uff09\u4e24\u79cd\u8bbe\u7f6e\u3002\u6a21\u578b\u9009\u62e9\u51b3\u5b9a\u80fd\u529b\u8303\u56f4\uff0c\u66f4\u5927\u6a21\u578b\uff08\u5982 Claude Fable 5\uff09\u5728\u57fa\u51c6\u4e0a\u4f18\u4e8e Claude Sonnet\u3002\u52aa\u529b\u7ea7\u522b\u4e0d\u5355\u662f\u601d\u8003\u65f6\u95f4\uff0c\u8fd8\u63a7\u5236\u8bfb\u53d6\u6587\u4ef6\u6570\u3001\u9a8c\u8bc1\u6b65\u9aa4\u53ca\u591a\u6b65\u4efb\u52a1\u7684\u63a8\u8fdb\u6df1\u5ea6\u3002\u8f83\u9ad8\u52aa\u529b\u4e0b Claude \u4f1a\u81ea\u884c\u8bfb\u53d6\u6587\u4ef6\u3001\u8fd0\u884c\u6d4b\u8bd5\u5e76\u590d\u6838\uff1b\u8f83\u4f4e\u52aa\u529b\u5219\u66f4\u503e\u5411\u8bf7\u6c42\u7528\u6237\u63d0\u4f9b\u4e0a\u4e0b\u6587\u3002<\/p>\n <div class=\"card-footer\">\n <span class=\"card-time\">\u23f0 \u6628\u5929 03:00<\/span>\n <a href=\"https:\/\/claude.com\/blog\/claude-model-and-effort-level-in-claude-code\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"card-link\">\u9605\u8bfb\u539f\u6587 →<\/a>\n <\/div>\n<\/article>\n<\/div>\n<\/section>\n\n<\/div>\n<div class=\"footer\">\u672c\u65e5\u5171\u6536\u5f55 24 \u6761 AI \u8d44\u8baf<\/div>\n<script>\n(function(){\n var cards = document.querySelectorAll('.card[data-animate]');\n var observer = new IntersectionObserver(function(entries){\n entries.forEach(function(entry){\n if(entry.isIntersecting){\n entry.target.classList.add('visible','animate-in');\n observer.unobserve(entry.target);\n }\n });\n },{threshold:0.1,rootMargin:'0px 0px -40px 0px'});\n 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[…]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[26],"tags":[],"class_list":["post-328","post","type-post","status-publish","format-standard","hentry","category-ai-parent"],"_links":{"self":[{"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/posts\/328","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/comments?post=328"}],"version-history":[{"count":1,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/posts\/328\/revisions"}],"predecessor-version":[{"id":329,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/posts\/328\/revisions\/329"}],"wp:attachment":[{"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/media?parent=328"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/categories?post=328"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.buildyou.top\/index.php\/wp-json\/wp\/v2\/tags?post=328"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}