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"exact phrase" the words together, in this order-word leave out stories with the wordtopic:robotics a topic by ID or name; quote names with spaces: topic:"open-weight models"category:"AI agents" a categorycompany:openai a company, person, product or organization (also entity:)source:forbes.com a publisher by site or nametype:analysis news, analysis, opinion, research paper and other kindsafter:2026-11-01 stories on or after that New York day; before:2026-11-10 on or before itFoundation models are general-purpose pretrained machine learning systems that serve as the underlying architecture for many downstream applications and tasks. Truncated covers their training techniques, capability improvements, hardware requirements, and regulatory developments.
AI-generated summary Elon Musk says that Anthropic model Claude Opus 5.5 is a masterpiece and admits his upcoming Grok 4.8 will not match it. Musk stated on X that an expected Grok 5 model should exceed the Anthropic release in two or three months.
AI-generated summary Anthropic has released Fable 5.2 and Mythos 5.2 as new upgrades to its Claude chatbot, alongside safety warnings regarding evaluation challenges and covert capabilities. Anthropic claimed that the new models work 30 per cent faster and more cheaply than their predecessors while handling ambiguous requests better.
AI-generated summary Researchers from Google and the University of Texas at Austin posted a preprint about a model named Muir that reads ten million tokens. The preprint describes how the 1.34-billion-parameter model keeps a working state of 25 megabytes of float32 numbers.
AI-generated summary Ant Group embodied AI company Robbyant has open-sourced LingBot-Touch, a tactile foundation model designed to give robots advanced touch perception using a dataset of nearly 5,000 hours of real-world tactile data. Robbyant says the model supports magnetic tactile, visual tactile, and piezoresistive sensing, which could improve fine manipulation tasks such as turning pages, unscrewing bottle caps, and identifying Mahjong tiles.
AI-generated summary Decision models evaluate input context against predefined possible answers to return a structured decision and probability distribution without generating text. TypeSafe AI introduced Jev and described it as a System One model, while the community refers to these models as decision models.
AI-generated summary Adobe and Google announced an expanded strategic partnership at Adobe MAX to integrate Google artificial intelligence models into Adobe applications and bring Adobe tools to Google products. Adobe says the expanded collaboration combines Google foundation models and Workspace collaboration services with Adobe creative and productivity tools to deliver integrated workflows for creators and enterprise teams.
AI-generated summary Anthropic released Claude Fable 5.2 and Claude Mythos 5.2, models it says show improvements in coding, reasoning, and vision. On CyScenarioBench, Anthropic says Claude Fable 5.2 completed 76.3 percent of challenges compared to 61 percent for OpenAI's GPT-6 Cyber.
AI-generated summary Anthropic tested Claude Fable 5.2 on small coding tasks to observe how prompts about code ownership affect model behavior. Anthropic says the model merged repeated code in about half of the tries when told the code is its own, compared to under a tenth of the tries without that instruction.
AI-generated summary Anthropic has released the Claude Fable 5.2 and Mythos 5.2 models, bringing new artificial intelligence capabilities ahead of an expected market debut later this month. Anthropic says the new models offer faster generation speeds at a lower price, with Fable 5.2 capable of coordinating more than 1,000 agents simultaneously.
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