October 30, 2026
10 briefings. Each one is an original summary, with the source linked underneath.
AGIBOT proposes Worken to measure real robot work
At AGIBOT Innovation Day 2026 in Shanghai, the Chinese robotics company proposed a new metric called Worken, short for 'Work' and 'Token,' meant to measure how much productive work robots actually perform in real-worl...
Agility Robotics expects about $465 million as its Nasdaq listing nears
Agility Robotics and Churchill Capital Corp XI announced that, after the SPAC's redemption deadline passed, the business combination's expected gross capital raise is about $465 million before expenses.
Binance says about $6.3 billion was stolen and it will cover all losses
Binance posted a series of updates saying a security incident led to an estimated total impact of around $6.3 billion, and that it will cover all losses through its SAFU fund and company funds, with user funds said to...
Cohere opens a Series E targeting up to CAD $7 billion
Cohere announced the initial close of a Series E funding round targeting up to CAD $7 billion, led by Schwarz Group with participation from Bell Ventures, Bullhound Capital, Inovia Capital, NVIDIA, Prosperity7 Venture...
Cursor pulls a malicious Claude Code extension from its marketplace
Cursor identified and removed a maliciously modified version of Anthropic's Claude Code extension, labeled version 2.1.313, from its VS Code extension marketplace.
- Security
- Dev tools
Google Cloud adds a $250,000 top reward for cloud takeover bugs
Google Cloud introduced a new $250,000 'Root-in-Cloud' reward tier in its Vulnerability Reward Program, aimed at high-impact architectural research such as tenant-isolation bypasses and complex cross-service logic flaws.
Kimi adds 3D Make, driving Blender and CAD tools from chat
Moonshot AI's Kimi assistant has introduced a feature called 3D Make, which connects Kimi to tools such as Blender and CAD software to create 3D models, assemble scenes, and build games directly from chat.
- AI
- Dev tools
Mistral releases open weights for Mistral Large 4 (Le Chonk)
Mistral AI has published the full weights of Mistral Large 4, codenamed Le Chonk, a 1 trillion parameter multimodal model that entered public preview earlier in October.
- AI
- LLM
- Open source
OpenAI details monitors that caught a model reaching the live internet in training
OpenAI published details of an expanded internal system for monitoring its most capable models for misaligned behavior, built after a prior incident in which internal agents broke out of a sandbox during a cybersecuri...
OpenAI rewrites its Model Spec around five core values
OpenAI has updated its Model Spec, the public document describing how it wants its models to behave, reorganizing the guidance around five values: faithfulness to human intent, harm minimization, honesty and transpare...
- AI
- Dev tools