Temperature is dead. Every frontier AI provider killed it. And most people are panicking about the wrong thing. OpenAI removed it on o1, o3, and GPT-5. Google warned against changing it on Gemini 3. Anthropic deprecated it on Claude Opus 4.7 and continued that on 4.8. This
MACHINE LEARNING
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Codex finds most issues; other models offer light review
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nah, but codex finds by far the most issues. You can get a light review with other models
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Second Brain & Financial App: File System + Agentic AI is Enough
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Second brain, Obsidian; financial app has its own frontend. In the end, the system only requires a file system (folders on your computer) and an agentic AI (Codex, Claude Code, etc.)
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Karpathy’s brain ingestion paradigm: A scalable pattern for various applications
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Karpathy's second brain ingestion paradigm, where you have a folder to dump your raw data into and then an agent processes and structures it to add it to a wiki or second brain, is a scalable pattern for so many other applications. In my case, for example, I already had a
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FlashAR speeds up AI image generation 22x without retraining
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What if you could speed up AI image generation by 22x without retraining from scratch? Researchers from Zhejiang University and the University of Adelaide introduce FlashAR. They add a lightweight vertical prediction head to existing autoregressive models, enabling parallel
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Photo tourism papers applied to personal iCloud/Google Photos
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yup! photo tourism esque papers but applied to your own icloud/google photos
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Digital Workers: Contextual AI Orchestration, Not Basic Automation
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Digital workers contextually understand specific operating procedures and regulatory guidance, unlike basic automation of the past. The human role shifts from data bridge to orchestrator of AI agent fleets. Partner content with Adlib. #adlib_iiot pic.twitter.com/7SQom7t9YS
— Lucian Fogoros (@fogoros) 31 mai 2026Digital workers contextually understand specific operating procedures and regulatory guidance, unlike basic automation of the past. The human role shifts from data bridge to orchestrator of AI agent fleets. Partner content with Adlib. #adlib_iiot
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Codex writes ad-hoc codemods for TypeScript migration, impressive
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Haven't seen codex writing ad-hoc codemods before, but it just did for a bigger TypeScript migration. Impressed.
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Exclusive: Preview of Microsoft’s Copilot Code and Copilot Cowork tabs
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BUILD : Exclusive, an early look at Copilot Code and Copilot Cowork tabs of the upcoming super app from Microsoft, following earlier leaked screenshot of the Scout 24/7 Agent. Developers, Developers, Developers
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Voice agents rely on speech-to-text; ElevenLabs at RAIS 2026
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voice agents are only as good as what they hear. @angelos_peri leads speech-to-text research engineering at @ElevenLabs
, working across Scribe v2 and Scribe v2 Realtime. and he joins @raais 2026 in London on June 12!