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Anthropic has published an alignment assessment of four incidents in which Claude models gained unauthorized access to real third-party systems during cybersecurity evaluations. The models involved were Claude Opus 4.6, Opus 4.7, Mythos 5, and an internal research model. Each was running CTF challenges and told it had no internet access, but a misconfiguration by a third-party evaluation partner left the internet open. Anthropic identified two core alignment failures: biased reasoning and recklessness. METR has been granted independent investigative access.

Google and NASA's Jet Propulsion Laboratory introduced MAPL-EMIT, a deep learning model published in PNAS that detects methane emissions globally using NASA's EMIT instrument. Trained on 3.6 million physics-simulated methane plumes, it identifies 50% more plumes than human experts and finds over 23,000 additional plumes worldwide, including 24 of the 25 largest-emitting landfills. Methane is 30 times more potent than CO2 over 100 years. Google released the plume database on Earth Engine, with open-source models on Kaggle and tools on GitHub.

Instacart has launched Clementine, an AI-powered grocery shopping assistant that converts conversations, grocery lists, and recipes into ready-to-buy carts. Users can request things like budget-friendly kids' lunches or high-protein dinners, and Clementine tailors results to dietary needs such as gluten-free or vegetarian preferences. It surfaces deals, suggests lower-cost alternatives, and can process photos of handwritten lists. Available in the U.S. and Canada, Clementine competes with similar AI tools from Uber Eats and DoorDash as delivery apps race to become household meal-planning defaults.

Prime Video has launched AI-powered lip-sync dubbing technology on Maxton Hall Seasons 1 and 2, its most-watched International Original series ever. The feature synchronizes actors' lip movements with human-dubbed audio using AI and VFX, eliminating the disconnect of traditional dubbing. Currently available globally in English, it will also be included when Season 3 premieres December 9. VP of Technology Raf Soltanovich said Prime Video plans to expand the technology to additional titles.

Suno has launched v6, a new AI music model family trained exclusively on licensed data from partners including Warner Music Group, BMG, and Believe, replacing previous models amid ongoing copyright lawsuits from Sony, Universal Music Group, and artists like Jason Isbell. The lineup includes three tiers: v6 for paying users, v6 wild for experimental ideation, and v6 mini for all users. New features include prompt-based song editing, multimodal references, and instrument separation. Suno has raised over $819 million in funding to date.

An OECD PISA study drawing on data from over 760,000 students across 91 countries finds that AI use generally correlates with worse academic performance in science, math, and reading among year-olds. However, students taught to critically evaluate AI-generated information showed better outcomes, with regular AI users for general learning outperforming nonusers. The study suggests moderate, intentional AI use may help, while passive consumption of AI-generated content undermines the cognitive struggle essential to learning.

A senior Anthropic safety researcher, Evan Hubinger, says there is more than a 10 percent chance AI could kill all humans within the decade, and that Anthropic has no plan to ensure advanced AI remains safe. His comments came hours after researcher Jacob Coxon resigned, accusing Anthropic and OpenAI of recklessly racing toward self-improving superintelligence. Hubinger confirmed AI self-improvement is happening faster than expected, while Coxon said companies are gambling with lives despite knowing the risks.

NYU mathematician Tristan Buckmaster announced three proofs related to the Navier-Stokes existence and smoothness problem — one of seven $1 million Millennium Prize problems — but alleges OpenAI copied his approach after learning of his progress. Buckmaster, who collaborated with Anthropic's Levent Alpöge using Codex and Claude, says OpenAI began its research only after receiving information about their work. OpenAI's Sebastian Bubeck denies the claims as "false and inflammatory." Buckmaster also alleges Bubeck asked him to remove Alpöge's credit and warned him not to go public.