Research - News Articles

Living Models says Gemma 4 and BOTANIC-1 identify causal crop mutations in hours instead of years

Oct 06, 2026

Google DeepMind

Living Models says its Gemma 4–powered BOTANIC-1 system can pinpoint causal crop mutations in hours, ranking the validated CmEIN3 melon flower-sex mutation first among 2,494 candidates while running locally on one NVIDIA L4 GPU.

Food & Agriculture Research

OpenAI Creates Math Advisory Group as It Claims AI Solves Navier-Stokes Millennium Prize Problem

Oct 05, 2026

The Verge

OpenAI says an unreleased AI model solves the Navier-Stokes Millennium Prize problem using 10,000 concurrent agents and creates an independent mathematician advisory group to vet that claim and scores of other reported results.

Science Agents Research

EverMind AI Launches Raven, a Self-Evolving Multi-Agent Harness for Complex Work

Oct 04, 2026

GitHub

EverMind AI launches Raven, a pre-alpha self-evolving multi-agent harness that builds DAG workflows for complex tasks, shipping with Research, Code, Design and Oncall agents plus 13 third-party presets through ACP, CLI and OpenAI-compatible APIs.

Agents Coding & Developer Tools Research

Datalab Releases Open-Source Omni Extract Bench for Structured-Document Extraction Evaluation

Oct 02, 2026

GitHub

Datalab releases Omni Extract Bench, an Apache-2.0 open-source benchmark that evaluates structured-document extraction from Datalab, Reducto, Extend and LlamaExtract with normalized JSON scoring, Hungarian array matching and provider-paid API runs.

Open Source Research Data & Analytics

arXiv Imposes Two-Paper Monthly Submission Limit as AI-Written Manuscripts Surge

Oct 01, 2026

News from arXiv

arXiv imposes a universal two-paper-per-month submission limit starting October 1, 2026, responding to a surge in AI-written, fragmented manuscripts that helped drive 40,363 submissions and nearly 9,000 support tickets in September.

Research Regulation Foundation Models

Fig launches RIDGE, finding frontier AI models have jagged task performance with no clear overall leader

Sep 30, 2026

Fig.inc

Fig launches RIDGE, finding no clear frontier-AI champion as Astra, Opus 5.5 and rivals show jagged task-level results; Astra leads VisualWebArena at 139 of 177 tasks, yet every lower-scoring model solves some tasks it misses.

Foundation Models Research Agents

Anthropic Says Claude Agents Make First Molecular Biology Discovery, but Researchers Challenge the Claim

Sep 29, 2026

MIT Technology Review

Anthropic says 950 Claude agents make a molecular-biology discovery in 21 hours by identifying an uncatalogued repeating pattern around a known enzyme, but University of Copenhagen biologist Mario Rodríguez Mestre says his team had already found it and raises concerns about whether Claude learned from their chats, which Anthropic denies.

Science Agents Research Privacy

Anthropic Adds Claude API Tools for Automated Evaluations and Iterative App Improvement

Sep 29, 2026

claude.dev Blog

Anthropic adds build-eval and hillclimb commands to Claude Code’s API skill, enabling automated evaluation creation and iterative app optimization with held-out tests; on a 44-ticket support benchmark, the workflow reaches 98.9% accuracy at about 1 cent per ticket.

Coding & Developer Tools Agents Research

Cambridge Researchers Warn Automated AI R&D Could Trigger a Rapid Intelligence Explosion

Sep 29, 2026

Cambridge Programme on AI Science & Policy

Cambridge researchers warn that automating AI research and development could compress years of progress into months, risking loss of control over superhuman systems as AI already writes most code at the companies building it.

AI Safety Research Regulation

Taste-Bench Launches 502-Question Test of AI Agents’ Long-Horizon Decision-Making

Sep 25, 2026

GitHub

Taste-Bench launches a 502-question benchmark for long-horizon AI-agent decisions, with GPT-5.6 Sol leading at 59.7% under a paired-order test that requires correct choices in both option orders.

Agents Research Coding & Developer Tools