Papers, labs and frontier science, with the limits of each claim stated.
DeepMind's Chemistry Agent: Days of Work in About an HourGoogle DeepMind launched Cheminformatics Skills for Antigravity on November 3: an agent that searches thousands of compounds, runs matched-pair analysis, and proposes new rigid macrocycles with synthesis routes, finishing a single iteration in about an hour where it used to take days.
Editing 0.016% of the Weights Multiplied a Small Model's Math Score SixfoldThe MIT CSAIL team published a weight-space programming experiment on November 2: GPT-6 Astra edited Qwen3.5-0.8B's weights directly, changing only about 0.016% of the parameters and lifting its MATH-500 score from 7.9% to 48.1%, by eliminating repetitive reasoning loops.
330 Hectares of Forest Cleared: Google Faces a Criminal Investigation in FinlandFinnish police opened a case on October 29 to investigate whether clearing and drainage work by Google subsidiary Tuike Finland at the Muhos data center site violated the Water Act. About 330 hectares of forest were cleared before the environmental assessment was complete, and regulators had already ordered a halt on October 6.
35,000 Antibody Designs, Drawn Up in a MonthAnthropic published early progress from six life-science partnerships: Claude generated roughly 35,000 antibody designs in a month, Enveda's document review time fell 89%, and Anthropic acquired Mithril to advance its own rare-disease pipeline, all still preclinical.
Google's Strongest Model Goes to Security Teams First, Not the PublicGoogle released Gemini 4 Carbon: its strongest model yet, aimed at cybersecurity and long-horizon tasks, ranked first on the Intelligence Index with 59 points, but open first only to defenders and trusted partners.