AI Daily brief · Tuesday, 10 November 2026
STARHOT
Claude Fable 5.2 and Mythos 5.2 have been launched on Amazon Bedrock.
AWS announced that Claude Fable 5.2 and Claude Mythos 5.2 are now available on Amazon Bedrock and the Claude Platform on AWS. The former is designed for technical work such as coding, mathematics, and scientific research, while the latter is only available through Anthropic's validation program for cybersecurity and life science scenarios.
Model launches & updates
QbitAI
Tencent Hunyuan Hy4 released: 770B total parameters, 49B activation parameters, first supports native vision and computer operation
Tencent Mixuan Hy4 is officially released, with a total of 770B parameters and 49B activation parameters. It introduces native visual capabilities and computer operation support for the first time, while also upgrading command compliance, long text understanding, and long-range Agent capabilities. The model has been launched on products such as Tencent Cloud TokenHub, WorkBuddy/CodeBuddy, and Yuanbao. API access has been provided to platforms like OpenRouter, Hermes, and OpenCode, with weights to be open-sourced in the near future.
TechCrunch · AI+1 more outletsMeta releases lightweight model Muse Ember, highlighting agent execution and low cost.
Meta Superintelligence Lab releases lightweight model Muse Ember, priced at 10 cents per million tokens, focusing on high-frequency agent tasks such as tool calling, coding subtasks, routing, extraction, and long document parsing.
Claude · YouTubeOfficialClaude Mythos 5.2 predicted the complete AAV coat structure
Claude Mythos 5.2 predicts the complete AAV capsid structure, which is composed of 60 identical protein chains. It writes code for an open-source folding model to handle the overlap grouping of adjacent five chains, then uses the symmetry of the capsid to assemble the 60 chains. On AAV2, its prediction deviates from the experimental structure by about the width of an atom.
The Decoder
ByteDance Seed released the Seedream 5.5 image generation model.
Product launches & updates
NVIDIA NewsroomOfficial
NVIDIA released the GR00T 2 world action model and Isaac Lab 3.0 on CoRL.
NVIDIA released the open-source world action model GR00T 2 on CoRL, built on NVIDIA Cosmos, trained with 100,000 hours of NVIDIA open-source first-person human data, and can complete 40 out of 50 evaluation tasks without task-specific demonstrations.
QbitAI+2 more outletsQianwen Office 2.0 released, introducing the Team Agent feature supporting collaboration between multiple people and Agents.
Qianwen Office released version 2.0 on November 9, introducing the 'Collaboration' feature supporting multiple people and Agents, and launching capabilities such as 'Human-Machine Co-Creation,' 'Data Space,' 'Auto Tasks,' and 'Tri-Platform Connectivity,' all features are fully launched in the client.
Google Developers BlogOfficial+1 more outlets
Google details Pathways: a single controller training system for large models.
Google announces Pathways is now generally available on Google Cloud Platform, which is Google's distributed system used to train its own large models like Gemini.
Industry
Big TechnologyThe aftermath of Huang Renxun's 'honey pot' controversy: NVIDIA board investigation and the direction of export controls.
NVIDIA CEO Huang Renxun admitted to having a relationship with a woman considered a Chinese spy by U.S. intelligence. The board stated there was no reason to believe national security or NVIDIA secrets had been compromised but has launched an investigation. The article suggests his previous opposition to China's chip export controls may weaken, potentially pushing for stricter controls, while Dario Amodei of Anthropic could benefit from Google; as anti-AI Democrats are set to gain power in Congress, Huang Renxun may also face pressure from hearings.
Research papers
Claude.dev BlogOfficial
Anthropic uses Claude Fable 5.2 to enable 1000 agents to safely collaborate on proving Fermat's Last Theorem
Anthropic announces a toy experiment: 1000 agents running early versions of Claude Fable 5.2 in a network sandbox, organizing and dividing tasks solely with Git and a shared Postgres database, completing the formal proof of Fermat's Last Theorem in 28.7 hours, outputting tokens one-third of the September version and proof length one-seventh.
Tips & opinions
One Useful Thing
Ethan Mollick practically tests Claude Fable 5.2: Close but not complete AGI
Ethan Mollick, after trying out Claude Fable 5.2 before its public release, believes that according to the definition of 'achieving the level of most human experts on most available computer-completed intellectual tasks,' it is close to AGI but still has a gap.
Redwood Research+3 more outletsRedwood Research criticizes Astra's poor implicit performance in safety tasks: even if not ambition-driven, it warrants vigilance.
Alexa Pan of Redwood Research has published an analysis on OpenAI's Astra, which continues to perform poorly on safety and alignment tasks. She believes that even if this behavior is unlikely to be driven by ambitious long-term power goals, it remains highly concerning.
More worth reading
Google DeepMindOfficialGoogle DeepMind releases Gemini Robotics 2.5 vision-language-action modelGoogle DeepMind released Gemini Robotics 2.5, claiming it is the most capable vision-language-action (VLA) model to date, with a 30% to 100% increase in success rate on 200 tasks compared to previous baselines, and 20% to 30% faster task completion speed.
MarkTechPostBaidu ERNIE Evolve Automated Research System Surpasses NanoChat and NanoGPT RecordsBaidu Launches ERNIE Evolve Automated Research System, Automatically Selects Research Directions, Edits Code, and Runs Experiments Based on Given Codebases, Goals, and Evaluation Criteria, Retaining Only Changes Validated by Hidden Evaluators and Independent Reviewers- MarkTechPostGoogle has launched the TPU 8i Max and TPU 8tx: a dual-chip TPU and a confidential TPUGoogle releases TPU 8i Max and TPU 8tx, TPU 8i Max integrates 2 TPU 8i chips into 1 package, doubling performance; TPU 8tx uses TPU 8t chips paired with the 5th generation AMD EPYC host to achieve confidential inference, reducing latency by 2 times.
ITHome · AINVIDIA held an AI Day event in South Korea, with the South Korean government, Samsung, LG Electronics, Hyundai Motor Group, and others lined up for cooperation.NVIDIA held an AI Day event in Seoul, South Korea, announcing collaborations with the South Korean government, Samsung, LG Electronics, and the Hyundai Motor Group, covering areas such as sovereign AI ecosystem development, foundational model construction, autonomous driving technology, robot manufacturing, and AI agent safety.
36Kr · AIGTC2026 Global Traffic Conference (Shanghai) Successfully Concluded
MIT Technology Review · AIHow can the specialty chemicals industry use AI to accelerate innovation?Specialty chemical manufacturer Lubrizol aims to help researchers test ideas faster, make smarter decisions, and develop more sustainable materials by building a digital foundation that connects business processes, modern data platforms, and cloud infrastructure. The company forms 'Integration Teams' integrating scientists, data scientists, and IT personnel, using digital modeling to evaluate more formulations, explore starch and corn-based alternative materials, and assess trade-offs throughout the product lifecycle, while emphasizing that AI tools are auxiliary rather than replacing scientific judgment.
