to clarify, looping Fable over huge datasets wouldn't be a good use of compute for many reasons but much of what goes into better models is DATA WORK: eval design, rubrics, error analysis, repairing noisy data Fable can do this!
and Mythos will do this too
MACHINE LEARNING
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Fable and Mythos for data work, not huge dataset loops
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Data work key to model improvement: evals, rubrics, error analysis
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obviously, but u are missing the point i'm saying most of what makes models better is DATA WORK: evals, rubrics, error analysis, and so on Fable can do this, Mythos will do this, future models will do this
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Kimi K2.7 Code Proves Less Thinking Improves Coding Performance
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The less your model thinks, the better it codes. Kimi K2.7 Code proved it. The entire reasoning model space has been moving in one direction. More thinking tokens, longer chains, bigger reasoning budgets. Kimi just challenged that. K2.7 Code scores higher than K2.6 on every
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New protocol enables AI agents to evolve and improve themselves
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What if AI agents could evolve themselves to get better over time? Researchers from NTU, Stanford, Princeton, and others introduce Autogenesis Protocol (AGP). It separates what agents use (prompts, tools, memory) from how they improve—letting agents track versions, propose
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Kimi K2.7 Code and MiniMax M3 available on Poe
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Kimi K2.7 Code and MiniMax M3 are now available on Poe. Two cutting-edge open-weight models designed for serious coding and agentic tasks. Kimi K2.7 Code is Moonshot AI's most powerful coding model to date, with multi-step tool calling more
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Huge leverage in improving data and xAI’s plan to fix pretraining typos
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An underrated part of this discussion is that (a) there's huge leverage in improving data, and (b) there's no way Anthropic could safeguard this xAI could instruct Fable to look through EVERY row of pretraining data and fix any typos and errors. this probably the single
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Olivier Rimmel congratulates Mistral and calls for three AI providers in France
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The French AI #Mistral is very advanced and very performant, not at the level of Opus, even less of Fable, but it's still very good and it's improving all the time. I want three providers like that in France. President @EmmanuelMacron, make sure there are
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Gemini 3.5 Live Translation and Major Update to NotebookLM
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Here's what was launched this week: — Gemini 3.5 Live Translation our latest audio model for real-time speech-to-speech translation — @NotebookLM received a major update including agentic capabilities in chat, more reasoning
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IndiaAI Mission launches foundational model milestone with Secretary S Krishnan
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Listen to Shri S Krishnan, Secretary, MeitY, as he highlights a significant milestone in India's AI journey with the launch of one of the foundational models supported under the IndiaAI Mission.
— IndiaAI (@OfficialINDIAai) 12 juin 2026
Watch this video to learn about the government support, startup innovation, and… pic.twitter.com/SLQ6peTOTuListen to Shri S Krishnan, Secretary, MeitY, as he highlights a significant milestone in India's AI journey with the launch of one of the foundational models supported under the IndiaAI Mission. Watch this video to learn about the government support, startup innovation, and
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Secret answer changes make AI untrustworthy for frontier work
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If a coding or research model secretly changes the quality, direction, or reliability of an answer because it classified the user as doing disallowed frontier work, the tool is no longer merely "safe." It is UNTRUSTWORTHY.