AI is a tool. The companies winning are the ones treating it like one. The ones losing are treating it like the strategy.
TOOLS
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Harness changes boost SWE-agent; Life-Harness confirms patching improvement
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When SWE-agent got a 64% lift from interface changes, @rohit4verse
's "The Harness Is Everything" (1.3M views) explained why. Life-Harness proves it again: 116/126 setups improved patching just the harness. Frozen models saw an 88.5% mean lift across 18 backbones. how it works: -
Codex works unprompted without frameworks or third-party
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The funny part is nothing of that is needed anymore – codex just does this unprompted on its own, no framework or 3rd-party needed.
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Nvidia AI generates F1 racing video from dashcam image
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Image-to-video generation is just as impressive.
— NVIDIA AI (@NVIDIAAI) 1 juin 2026
Input image:
"Generate a 16:9 image from a dashcam view of a formula 1 racing event"
Video prompt:
"A high-speed racing event where a car navigates multiple winding turns"
🔊 Sound on – generated by Cosmos 3. pic.twitter.com/FxCWMVNDxhImage-to-video generation is just as impressive. Input image:
"Generate a 16:9 image from a dashcam view of a formula 1 racing event" prompt:
"A high-speed racing event where a car navigates multiple winding turns" Sound on – generated by Cosmos 3. -
AI Talk to Art to Robot Build: Future Awesome
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talk to AI -> create AI art -> robot builds it. Future gonna be so awesome
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Jensen mentions Hermes as ‘incredible agentic harness’ in keynote
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Hey @Teknium I just heard Jensen mention Hermes for the first time in a keynote. Says it is an "incredible new agentic harness."
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LLMs as bandaids: need for a sounder AI foundation
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Current AI is bandaids all the way down; LLMs can’t play nicely with basic tools like databases and knowledge graphs, and you never know what you are going to get. It’s long time to face facts: LLMs have their uses, but we need a sounder foundation for AI.
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Vibe shift: Soumith’s dream of personal AI realized by PewDiePie
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just a small zoom out on the vibe shift: in Feb 2025 @soumithchintala was talking about his dream of personal, local, private agents, most people didn't believe him. it's June 2026 and @pewdiepie has just released his vibecoded @opencode wrapper that is a complete personal AI