Here's the breakthrough nobody expected: They introduced IPA (Interaction-Perceptive Agentic Policy Optimization) that assigns credit at the CHUNK level, not token level. Tokens are too fine. Trajectories are too coarse. Chunks align with actual tool-use semantics.
GENERATIVE AI
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Building the ecosystem before the model
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They didn't just train a model. They built the ENTIRE ecosystem first. → ROLL: RL training framework
→ ROCK: Sandboxed execution engine
→ iFlow CLI: Agent orchestration system ROME wasn't built in a day. The infrastructure came first. The model came last. -
AI Infrastructure Breakthrough in 2025
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Chinese AI labs just dropped a bombshell research paper that exposes why 99% of "AI agent" companies are building on broken infrastructure. The ROME model + ALE ecosystem might be the most important open-source release of 2025. Here's what nobody's talking about:
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Welcome to 2026: AI Absolute Mastery Year Leave Human Work
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He publicado un episodio en @ivoox
: "Bienvenidos al 2026: Tu Año de Dominio Absoluto con IA (deja de trabajar como un humano) #podcast -
Claude and OpenAI Receive Media Recognition for AI Products
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Congratulations to @AnthropicAI and @OpenAI for the free ad from @andersoncooper and @bjnovak “Claude is all business” – BJ
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2025 AI Research Highlights: IMO Gold and Gemini Contributions
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2025 recap / highlights
– imo gold medal – contributions to Gemini 2.5/3 and deep think (via research and sometimes captaining)
– hosting @JeffDean
, @quocleix
, @benoitschilling
, @denny_zhou in singapore
– meeting and chatting with the legend @leehsienloong at the istana
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Kling v2.6 Released: Advanced Text-to-Video and Image-to-Video Generation
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Kling v2.6 is here
— Replicate (@replicate) 31 décembre 2025
Generate cinematic text-to-video and image-to-video clips with fluid motion, photorealistic details, and native audio pic.twitter.com/tZRJgCBTn5Kling v2.6 is here Generate cinematic text-to-video and image-to-video clips with fluid motion, photorealistic details, and native audio
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Exponential AI Growth Will Dominate Next Decade
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Once again people don't understand the exponentials. In 10 years time there will be nothing but epoch plots
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Balancing LLM Creativity with Factual Accuracy: The Hallucination Dilemma
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You are right. Hallucination is a feature actually and focusing on it may hurt creativity and all the quirks we get from LLMs. It's a tricky balance. We want LLMs to produce things that amaze us, but we also don't want them to make confusion about factual world knowledge.
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Tesla Customer Demonstrates Autonomous Drive Software in Production Release
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Haha yes. At one point I thought Tesla might do the drive, possibly with a slightly tuned version of the software etc. A customer deciding to do it with their own car and production release of the software is the right way, very happy it turned out this way.