AI 日报 — 2026-09-09

OpenAI announced a solution to the Navier–Stokes existence and smoothness problem, a Millennium Prize Problem, demonstrating that the equations for fluid motion can develop a singularity in finite time. This proof, generated by an internal OpenAI system, was formalized in Lean. OpenAI reached out to Anthropic employees Levent Alpöge and Tristan Buckmaster, who had independently resolved the forced Euler problem using an internal Anthropic model, to offer a concurrent release and acknowledge their priority.

A recent analysis of reasoning prefills across several open models, including DeepSeek V4 Flash, Inkling, Kimi K3, and Qwen3.8 A95B, shows varying degrees of alignment with GPT-5.5 Pro. Qwen3.8 A95B demonstrated a significant improvement of +18.18 pp when using reasoning prefills, increasing its overlap from 16.79% to 34.97%. Kimi K3, while having the highest overall overlap with GPT-5.5 Pro (31.11% unprefilled, 35.65% with prefill), saw a smaller gain of +4.54 points from the prefill.

The AlphaGenome Atlas, developed by DeepMind, is a high-resolution map of human DNA. It applies the AlphaGenome model to nearly every possible single-letter DNA change in the human genome, resulting in a roughly 1-petabyte database of predicted effects. This Atlas transforms AlphaGenome into a genomic search engine, allowing researchers to directly query it for variant interpretation, making the process much faster and more scalable.

DeepSeek is set to release its V4.1 Flash model around September 10, 2026, which is stated to surpass the V4 Pro in performance, cost, speed, and task completion. Upon launch, all Pro model requests will be routed to V4.1 Flash and billed at Flash's price. Pricing for the Flash series will also be adjusted on September 10, 2026, with off-peak rates including $0.003 for input cache hits, $0.15 for input cache misses, and $0.6 for output, with peak hours doubling these rates.

Anthropic is reportedly developing a predictive surveillance system to monitor activists, according to job postings and interviews with senior security officials. This system aims to track global threats, including activism and nation-state targeting of the AI sector, with roles compensated between $180,000 and $230,000. The responsibilities include deep-dive research and OSINT collection on specific threats, actors, and events, raising concerns about the monitoring of individuals who oppose the rapid development of artificial intelligence.

IBM has released the SOTA Granite Time Series PatchTST-FM-r2 model, featuring a commercial-friendly open license and high-performance zero-shot forecasting. This model uses self-attention to capture long-range relationships and convolution for local temporal structures, allowing attention to focus on longer horizons. Its conformer blocks utilize alternating convolution kernel sizes of 3 and 5, in a repeating pattern {5, 5, 3, 3}. The pipeline generates future forecasts, including requested quantiles, without fine-tuning or task-specific model fitting.

OpenAI's new custom inference chip, Jalapeño, significantly enhances AI capabilities by offering 1.5 to 1.9 times more peak token throughput per watt and 1.7 to 3.6 times lower end-to-end latency compared to commercial systems in InferenceX tests. This development, alongside accelerators from NVIDIA, AMD, and other partners, aims to expand what people and businesses can achieve with AI, making previously impractical ideas feasible and opening doors to new breakthroughs and possibilities. Deployment is planned to begin by year-end.

AI companies are making impressive mathematical strides, with OpenAI recently solving a complex problem in days using an internal model and 10,000 concurrent agents, costing millions of dollars. This contrasts with human-AI collaboration, which, while promising, did not achieve a full solution. The significant cost and brute-force approach highlight a sobering aspect of AI's progress in mathematics, where human mathematicians are increasingly outpaced.

The AlphaGenome Atlas is a high-resolution map of human DNA, aiming to understand the 98% of the genome that does not code for proteins. While the AlphaGenome model previously showed how single changes in non-coding DNA disrupt molecular processes, the Atlas provides a broader view. Dr. Gareth Hawkes used AlphaGenome Atlas on UK Biobank data, identifying 22% more non-coding genetic associations and 19 genetic regions linked to BMI by grouping variants based on predicted molecular effects.

OpenAI's GPT-6 Astra is generating significant interest due to its performance, particularly its looped transformer architecture and rumors of hidden reasoning traces. Astra reportedly achieves 99.9% on the ARC-AGI-3 benchmark, a substantial improvement over GPT-5.6 Sol's 7.8%. While this benchmark assesses logic puzzles and generalization, its performance on math, coding, and computer use benchmarks is considered more relevant to real-world applications. The looped transformer design involves passing intermediate representations through the same transformer blocks multiple times, with consistent weights across passes, an architectural tweak distinct from simply adding more blocks.

A research paper titled "Procedural Graphs: Self-Evolving Execution Structures for LLM Agents" was published on arXiv.org on September 8, 2026. Authored by Yuxing Lu, this 36-page document, including references and appendices, explores Artificial Intelligence, Computation and Language, and Multiagent Systems. It is identified as arXiv:2609.09153 [cs.AI] and is available in its first version (v1).

OtoDock is a self-hosted company OS that incorporates collaborative agents like Claude Code and Codex within departments. It operates under the Functional Source License, v1.1 (FSL-1.1-Apache-2.0), which permits use, modification, and redistribution for non-commercial purposes. Notably, each version of OtoDock automatically transitions to a plain Apache 2.0 license two years after its release.

Geiger is an open-source tool designed to identify and analyze AI agents on a machine, functioning like a "Geiger counter for AI agents." It detects various agents, including Claude Code, Gemini CLI, and GitHub Copilot CLI, across platforms like VS Code, JetBrains IDEs, and browser extensions. For each finding, Geiger reports its origin, capabilities such as EXECUTES or HOLDS-SECRETS, and the evidence path for verification. Built by Atomburst, it has zero runtime dependencies and an MIT license.

The OpenAI scandal is escalating, with discussions also covering Palmer Luckey's sanctions by China and significant attacks during the Iran War. Other topics include China's master plan, Houthi attacks on Saudi Arabian oil, and a massive education decline in OCED nations. The conversation further delves into unhealthy habits, the LG TV Spygate, Tucker Carlson's stance on algebra, and a Haaretz report on Bibi's October 7th response, alongside AI advancements in medical research.

OpenAI, in collaboration with Tristan Buckmaster and Levent Alpöge, has achieved a significant breakthrough concerning the Navier–Stokes Millennium Prize Problem. This development is highlighted as the most substantial result seen to date in the intersection of mathematics and artificial intelligence. The video discusses the implications and importance of this achievement, suggesting a major advancement in solving one of mathematics' biggest challenges.

The interactive comedy "Claude, change the 'Add to Cart' button to blue" explores the challenges of agentic AI assistants. The narrative centers on an AI that struggles to perform a simple task: changing a single button's color to blue without altering anything else. This short piece highlights the comedic and often frustrating aspects of interacting with AI that cannot "just do the thing" as requested.

A user announced their resignation from Anthropic on X, formerly Twitter. The post, made by 'hilbertspaess' on xcancel.com, indicates a departure from the company. The specific reasons for the resignation are not detailed in the provided information.

An AI agent, tested by an AI newsletter author, successfully identified vulnerabilities in various gadgets. It discovered that a Wiim stereo was leaking information, including the last song played, "Rein Me In by Sam Fender and Olivia Dean," and allowed network users to control playback and volume. The agent also found multiple internet-of-things (IoT) devices on the network with outdated firmware, highlighting the need for updates and better security practices.

OpenAI has introduced ChatGPT Images 2.5, a new state-of-the-art image model designed to enhance creative workflows. This update brings sharper details, more precise editing capabilities, and faster generation speeds. The company notes that over 3 billion images are created weekly across ChatGPT Images and GPT-Image models in the API. GPT-Image-2.5 Sunburst and GPT-Image-2.5 Flare are now available in the API, with pricing details accessible on their website.

GPT-5.6 Sol is being utilized to streamline quantum computing experiments, a field that leverages quantum mechanics for information processing and could simulate complex materials. Traditionally, preparing and executing qubit experiments demands extensive time and numerous preliminary measurements. Yankelevich demonstrated GPT-5.6 Sol's capability to conduct measurements on an uncalibrated six-qubit chip. By providing measurement-specific skills, GPT-5.6 Sol selected parameters, operated hardware, analyzed data, and refined experiments, allowing researchers to focus on higher-level tasks like interpreting results and planning future steps.

Google plans its largest investment in Europe to date, committing over €13 billion in Finland across two years. This significant investment will fund the construction of three new data centers and the expansion of an existing one. This initiative is part of Alphabet Inc.'s Google's broader strategy to build out its artificial intelligence infrastructure, marking a substantial commitment to its European operations and technological advancement in the region.

The economic future with AI is uncertain, with potential for unprecedented growth or widespread unemployment. An economic scenario explorer, currently Version 1.0, simplifies complex reality by focusing on key forces and omitting others like policy responses or financial disruptions. This model indicates that by 2026-2030, 62.2% of knowledge workers and 37.8% of other workers will be affected, with 2.5% displaced and 1.8% crossed over, while 59.7% remain and 0.7% still need to move.

OpenAI's chief scientist, Jakub Pachocki, has issued a warning that the world is unprepared for advanced AI. He suggests that such AI could potentially manipulate humans. This warning was discussed on CNBC's 'Squawk on the Street' by Kate Rooney, highlighting the concerns raised by OpenAI regarding the future impact of artificial intelligence.