NEW paper from NVIDIA. (bookmark it) Speed-of-light performance analysis tells you the theoretical floor of a workload, but teams still derive it by hand and freeze it. SOLAR automates the whole thing straight from PyTorch or JAX source. An LLM frontend translates arbitrary
INNOVATION
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More companies falling behind frontier models, early RSI acceleration
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More companies are falling behind the frontier than keeping up with it (Mistral, Grok, etc.) & we are in the era of early RSI where there is acceleration. I haven’t seen any evidence of sudden frontier models emerging, but interested in seeing what you are hinting at.
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Open source harness advances depend on model intelligence from few firms
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Lots of advances coming from the open source harness movement (including Moltbook, RAG approaches back in the day, etc.) but they depend on the intelligence of the models created by a small handful of companies & the more intelligent those models, the more others can do with them
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Snorkel AI at aiDotEngineer World’s Fair with booth and events
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We'll be at @aiDotEngineer World's Fair next week! Find us at Booth L-G12 and join us for:
— Snorkel AI (@SnorkelAI) 27 juin 2026
🧋 Side event: Research & Boba with the creators of Agents' Last Exam – June 29, 4:00 PM (10 minutes from the conference)
🎤 Session: How a 4B Model Outsmarted a 235B Giant – June 30, 3:45… pic.twitter.com/0uPiTRl3J6We'll be at @aiDotEngineer World's Fair next week! Find us at Booth L-G12 and join us for: Side event: Research & Boba with the creators of Agents' Last Exam – June 29, 4:00 PM (10 minutes from the conference) Session: How a 4B Model Outsmarted a 235B Giant – June 30, 3:45
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Voice-controlled transforms and blocking out with Unreal MCP
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What if you used the new unreal MCP so a lot of the transforms and blocking out even is doing via voice and you can just tweak it
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AI buildup key to US prosperity, bans worse than tariffs
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Yeah, people don’t realize how much of the recent US prosperity has been tied down to the AI buildup. If these bans and restrictions remain, this could affect the entire economy 100x worse than the tariffs.
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GPT-5.6 ships in three capability tiers, Sol is flagship
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@OpenAI just turned the frontier into a choice.
Instead of one model, GPT-5.6 ships as three capability tiers: Sol — the new flagship. Sets a state of the art on Terminal-Bench 2.1 (complex command-line, multi-step agent work) and is OpenAI's most capable model yet for -
The rapid transition of AI from product to infrastructure
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It's quite something how fast AI has transitioned from product to infrastructure
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Access to frontier models cut off, changing the future
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It is absolutely crazy how the last two weeks have changed the entire future. It is unprecedented that access to "frontier" models was cut off,and presumably remains cut off forever. It feels like a watershed moment, as if access to the highest level of human intelligence had
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AgentSociety2 lets AI be social scientist and test subjects
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What if AI could run entire social science experiments from hypothesis to manuscript—while also being the test subjects? Tsinghua University researchers present AgentSociety2: an Integrated Research Environment that lets LLM agents play both roles—AI social scientists designing