This week, the most news came from Tools & Agents (2 items). In all, 9 items were newly checked, and 8 areas moved. There were 4 new names too — OpenAI, Oracle, Hemant Asirvatham, Elliot Mozeika.
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Nov 2–8dates
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③2 records
Tools & Agents
Oct 28, 2026GitHub — GitHub published the Octoverse 2026 report — in the year to Sep 30, 2026 there were 17.9 billion pushes, more than 2024 and 2025 combined, while 34.3 billion commits and 1.3 billion merged pull requests were more than three times the figure of two years earlier, about 3.5 million a day. As of September 2026, pull requests opened by agents made up more than 40% of the total (17% in March) at 110 million, about six times the March figure, and 90% of them were merged within two weeks (83% in February). Among repositories created this year, those with an agent configuration file averaged 8 times as many commits as those without, and since June about 55% of all commits came from newly created repositories. There are more than 225 million developers, with 38.3 million in the United States, 32 million in India and 12.4 million in China.
Oct 27, 2026OpenAI, Oracle — OpenAI announced an expanded partnership with Oracle that brings Oracle apps and data into ChatGPT — Oracle AI Workspace, built by Oracle, lets users ask about information held in finance, procurement and planning apps in one place and finish approved business processes, and it arrives together with Oracle AI Security Mesh, which uses OpenAI cyber models to find and fix vulnerabilities, Oracle AI SMB Bundle for small and medium businesses, and Oracle App Composer, which builds apps with Codex. Oracle customers in the United States can buy the OpenAI API, Codex and ChatGPT Work through Oracle Marketplace using their existing purchasing process and Oracle Universal Credits.
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Reasoning Models & the AGI Debate
Oct 26, 2026OpenAI — OpenAI announced that it would hand a set of mathematics, computational complexity and physics results produced by its internal models to outside research groups to be checked — it said it had proved Sogge's 1991 local smoothing conjecture in all dimensions, settling the Kakeya conjecture and the Stein restriction conjecture along with it (result Oct 18, 2026; formalized in Lean the next day); that it had shown the Exponential Time Hypothesis (ETH) to be false (result Oct 16, 2026; formalized in Lean the next day); and that it had proved the existence of four-dimensional interacting quantum field theories including gauge fields and fermions, which covers the existence of quantum chromodynamics and of pure Yang-Mills theory (Yang-Mills generated Sep 9, 2026, quantum chromodynamics Sep 18, 2026; formalized Oct 16, 2026). The complexity group is led by Russell Impagliazzo, Ramamohan Paturi and Ryan Williams and the physics group by David Gross, Michael Douglas, Arthur Jaffe, Igor Klebanov and Nikita Nekrasov; participants are not asked to sign non-disclosure agreements and are not paid.
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Open-Weight Lineage
Oct 29, 2026Mistral AI — Mistral AI released the weights of Mistral Large 4 (Le Chonk) — a 1 trillion parameter multimodal model with three more weeks of reinforcement learning added after the public preview. Company-reported, it leads Cognition's private FrontierCode 2.0 at 19.7% and rose on Terminal-Bench 4.0 from 28% in the preview to 41% while cutting output tokens by 30%. Its Artificial Analysis Coding Agent Index score of 48% is effectively tied with GLM-5.3, the top open-weight model, while using on average 47% fewer tokens per task, and its Cyber Index score is 51%. It offers reasoning in three modes, low, medium and high, and the company said its refusal rate for malicious cyber requests, at an average 96.6%, is the highest among the open models measured. It said the model was trained from scratch on European facilities.
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