Linear message flows are too restrictive : LLM chat interfaces should have a button near each previous message that allows you to branch out from that message with a different follow-up question.
LLMS
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China’s open-source AI closes gap with major releases
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Top stories in AI today: – Kimi K2 Thinking takes open-source crown
– OpenAI walks back federal backstop comments
– Create polished PPTs with Kimi K2
– Microsoft's new Superintelligence Team
– 4 new AI tools, community workflows, and more Read more: https://
therundown.ai/p/chinas-open-
source-ai-closes-the-gap
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Cambrian-S: Advanced Spatial Video Understanding Model Released
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Cambrian-S: Towards Spatial Supersensing in Paper: https://
arxiv.org/abs/2511.04670
v1
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Website: https://
cambrian-mllm.github.io
Code: https://
github.com/cambrian-mllm/
cambrian-s
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Cambrian-S Models: https://
hf.co/collections/ny
u-visionx/cambrian-s
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VSI-590K: https://
hf.co/datasets/nyu-v
isionx/vsi-590k
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VSI-SUPER: https://
hf.co/collections/ny
u-visionx/vsi-super
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DreamGym: Training LLM Agents Through Synthetic Reasoning
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Can LLM agents learn by dreaming? DreamGym from Meta is a new framework that lets AI agents train via synthetic reasoning-based experiences instead of costly real rollouts. It models environment dynamics, replays and adapts tasks, and even improves sim-to-real transfer.
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ReAct Framework in CrewAI: LLM Problem-Solving with Tools
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ReAct is really popular. Here's an example from CrewAI, which uses ReAct to let LLM think through problems and use tools to act on the world.
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Codex Team Makes Rapid Incremental Progress
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Codex team continues making rapid incremental progress
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ReasonMed: 370k Medical Reasoning Dataset Advances Clinical AI
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ReasonMed: the largest medical reasoning dataset, advancing LLM performance in clinical QA. Comprising 370k curated examples distilled from 1.75M reasoning paths, ReasonMed is built through a multi-agent EMD (easy–medium–difficult) pipeline with generation, verification, and an
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Apple and Google Partner on Gemini-Powered Siri Integration
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Apple x Google: A New AI Era for Siri Apple has reportedly finalized a $1B+ annual deal to integrate Google’s Gemini (1.2T parameters) into Siri — a massive step away from in-house AI toward next-gen intelligence. iOS users could see this overhaul as soon as next year. Full
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Kimi K2 Thinking: Open-Source Reasoning Agent Breakthrough
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Introducing Kimi K2 Thinking — A New Era of Open-Source Thinking Agents! The frontier of autonomous reasoning, intelligent tool use, and scalable cognition has arrived. SOTA Performance: HLE (44.9%) | BrowseComp (60.2%) Handles 200–300 sequential tool calls autonomously
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Google develops a Chrome extension for NotebookLM
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Google is working on a Chrome Extension for NotebookLM (not available yet). Possibly, it will let users add open pages as sources to the selected notebook.