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AI / LLM / Agent / 编程 — 从研究源汇聚的动态与信号

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★ 值得深读

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Many Companies Use AI. Few Know How to Build an AI-Native Enterprise Data Platform.

Towards Data Science ↗

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Content Is Code - Matt Palmer, Conductor

AI Engineer ↗

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Loop Engineering with Adaptive PDF Parsing: Start Cheap, Pay for a Heavier Parser Only When the Page Needs It

Towards Data Science ↗

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Agents Need Receipts, Not More Tool Calls - Armanas Povilionis, Alithea Bio

AI Engineer ↗

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Codex CLI Release: 0.144.6

OpenAI Codex Changelog ↗

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Your Agents Need a Save Button - Hamza Tahir, ZenML

AI Engineer ↗

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Agents Need Feature Flags - Sachin Gupta

AI Engineer ↗

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Claude make Fable 5 permanent

Simon Willison ↗

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Should we benchmark conceptual capabilities using judgment prediction tasks?

AI Alignment Forum ↗

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Claude for Long-Horizon Tasks — Lance Martin, Anthropic

AI Engineer ↗

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Measuring AI ROI: The Next Big Conundrum for Enterprises

Battery Ventures ↗

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Using LLMs to Secure Source Code — Eugene Yan, Anthropic

AI Engineer ↗

⚡ 实时速递

Setting up your spare Mac for Claude Code to control, a step-by-step guideHacker News (front)↗Roko's Dancing BasiliskHacker News (front)↗WAIC看了一圈，这家公司的机器人在认真打工量子位↗GPT-5.6 used a prompt to close a 30-year gap in convex optimizationHacker News (front)↗Fable 5 vs. GPT-5.6 Sol on an NP-Hard Problem: Does /goal help?Hacker News (front)↗Why do AI company logos look like buttholes?Hacker News (front)↗What AI did to stackoverflow in a graphHacker News (front)↗滴滴在WAIC分享：AI升级出行体验好服务连接消费烟火气量子位↗让VLA更懂接触，优理奇UniTac让机器人拥有“触觉想象力”量子位↗WAIC 2026现场直击：万兴科技旗下万兴剧厂“无限画布”、新品Filmora.AI与Virbo AI火爆首秀量子位↗Will AI fix prior authorization—or make it worse?Ars Technica AI↗China's new World Artificial Intelligence Cooperation Organization is President Xi's clearest play yet for a parallel AI orderThe Decoder↗LG monitors silently install software through Windows Update without consentHacker News (front)↗Qubes OS Security in the Public RecordHacker News (front)↗WAIC 2026现场发布AI商业落地报告，海亮科服同时入选产业图谱、Top50量子位↗Open-weight models now match frontier cyber performance from just four months ago at a fraction of the costThe Decoder↗The Pentagon's new AI playbook treats slow adoption as a bigger risk than "imperfect alignment"The Decoder↗妙啊！无人机直连卫星传Token量子位↗商汤大装置联合近20家生态伙伴发起“银河计划”，将共建5个万卡级国产智算集群量子位↗后摩智能携 M50 Inside 终端亮相 WAIC 2026，支撑端侧 AI 算力与终端创新量子位↗Anthropic slashes Claude Fable 5 limits in Max and Team Premium and pushes Pro users toward API pricingThe Decoder↗Porting nanochat to a TPU: what carries over from PyTorch, and what breaksHacker News (front)↗Neil Rimer thinks the AI money is coming back outTechCrunch AI↗WAIC信息爆炸！大佬们都在说什么，笔记看这里量子位↗清华系团队发布国产Token优化工厂：兼容10余种国产芯片，日吞吐千亿Token量子位↗B站成WAIC官方AI科技视频平台，月均超1.9亿用户消费AI内容量子位↗tirth8205/code-review-graphGitHub Trending (daily, all langs)↗anthropics/cwc-workshopsGitHub Trending (daily, all langs)↗A grumpy screed about AI in software engineeringHacker News (front)↗The Isomorphic Labs Drug Design Engine unlocks a new frontier beyond AlphaFoldHacker News (front)↗