Topic · ai-for-science

AI for Science 2026: from UniPert to GPT-Rosalind

From language tool to lab partner — AI is reshaping life sciences, chemistry/materials, and physical world models. This topic covers the key milestones: UniPert unifying genetic-chemical perturbation spaces, GPT-Rosalind's end-to-end life-sciences reasoning, DAMO's AI agent discovering 4 superconducting materials in 28 hours, and Anthropic's Claude Science workbench going mainstream.

22 articles·Apr 29, 2026 — Oct 8, 2026·1.8w total views
ai-for-scienceai-progress··364

OpenAI Model Claims 4D Kakeya Among Hundreds of Math Results

OpenAI posts hundreds of internal-model math results, claiming a 4D Kakeya solution and Lean proofs. Terence Tao: Math 2.0 must demote…

ai-for-scienceai-progress··296

Five Open Problems Answered: Muse Spark Co-Writes Six Math Papers

Six Meta papers co-written with Muse Spark answer five open math problems, all via the plain meta.ai chat, no custom scaffold, AI passages…

ai-for-sciencellm··422

AI2 Open-Sources AstaBrief 8B: Cited Reports 3.5x Faster

Ai2 open-sources AstaBrief-8B, Asta's report engine: Qwen3-8B base, SFT+DPO, one-pass cited reports at 51.1s vs 178.5s for Claude-powered…

ai-for-scienceai-policy··1.1k

25 Fields Medalists Issue Joint Warning on AI and Mathematics

25 Fields Medal laureates jointly issued a declaration titled 'A Severe Misalignment of AI in Mathematics', aimed at OpenAI's 88-hour…

ai-for-scienceai-policy··758

OpenAI forms math advisory group with no power over pace

OpenAI launched a 9-member math advisory group at IAS after its internal model resolved 100+ open problems; it advises on communication,…

ai-for-scienceai-model··781

DAMO RADAR: Alibaba's open CT model beats 23 of 26 radiologists

Alibaba DAMO's Science-published RADAR reads one abdominal CT for 146 findings across 18 organs; AUC 0.913, beat 23 of 26 radiologists.…

ai-for-sciencellm··2.4k

IBM and NASA Open-Source the Lunar Foundation Model

IBM and NASA released the open-source NASA-IBM Lunar Foundation Model on Sept 10. Polar ice RMSE 0.0293 beats SwinV2-B by 22%. SomBench…

ai-for-scienceai-model··644

NASA and IBM Open-Source Lunar Model: Ice Error Down 22%

NASA and IBM open-sourced a lunar foundation model trained on 2M co-registered tiles; polar ice-prospectivity error drops up to 22% versus…

agentic-aiai-for-science··1.3k

ScienceIDE: Scientific Code as Agent Training Grounds

PhAI Labs' ScienceIDE turns scientific codebases into 64 verifier-gated training environments; PhAI-IDE models gain on repair and general…

ai-for-scienceai-progress··1.2k

AI Companies and the Math World: When Breakthrough Announcements Outrun Peer Review

OpenAI's 10,000 agents found a Navier-Stokes blow-up in 88 hours, Anthropic's Claude finished Fermat's Last Theorem formalization in 11…

agentic-aiai-for-science··528

Clay Institute to OpenAI: Millennium Prize Waits for Peer Review

Clay Institute answers OpenAI's Navier-Stokes claim: prize rules demand peer review and two years of acceptance, pushing confirmation to…

ai-for-scienceai-progress··1.2k

25 Fields Medalists: AI Benchmark Race Hurts Mathematics

Tao and 24 other Fields Medalists warn: AI firms' benchmark race to solve math problems misaligns with the field's true goal, conceptual…

agentic-aiai-for-science··665

OpenAI's Navier-Stokes Claim: 10,000 Agents, 88 Hours, One Fight

OpenAI says ~10,000 AI agents working for 88 hours found a finite-time blowup for the forced Navier-Stokes equations; NYU's Buckmaster…

agentic-aiai-for-science··753

OpenAI's Navier-Stokes Claim: 10,000 Agents, 88 Hours, One Fight

OpenAI says 10,000 agents found a Navier-Stokes blow-up in 88 hours, self-estimated cost $15M. The claim is unverified, mired in a…

ai-for-scienceai-technology··1.6k

Puffin-World: One Open Model for Physics, Geometry, Appearance

One multimodal model jointly learns physics, geometry, and appearance world states; ships Puffin-16M data and takes 12/12 best median…

ai-for-scienceai-progress··1.5k

Tencent UniPert-G2CP in Cell: unifying gene and chemical space

Tencent Life Science Lab and Central South University jointly published UniPert-G2CP on Cell — the first AI virtual cell paper from a…

agentic-aiai-for-science··220

Claude Science beta: the AI workbench goes standard

On June 30, 2026, Anthropic officially opens Claude Science beta in Pro/Max/Team/Enterprise plans — an AI workbench application aimed at…

agentic-aiai-for-science··376

ElementsClaw: agents find 4 materials in 28 GPU-hours

After a century of superconductivity exploration, there's finally an AI teammate. On July 3, Alibaba's DAMO Academy, together with Renmin…

agentic-aiai-for-science··430

NVIDIA BioNeMo Agent Toolkit: life sciences for AI agents

NVIDIA released BioNeMo Agent Toolkit, an open-source framework that packages a decade of life-science libraries (BLAST, RDKit, BioPython,…

agentic-aiai-for-science··1.4k

EurekAgent: $11 finds a new 26-circle packing SOTA

arXiv 2606.13662 introduces EurekAgent, a scientific discovery Agent that frames scientific research as an "environment interaction"…

ai-for-sciencebenchmark··283

OpenAI's LifeSciBench: end-to-end evals for scientific AI

On June 3, 2026 OpenAI released LifeSciBench, a benchmark for end-to-end scientific research workflows, paired with the upgraded…

ai-for-scienceai-technology··177

GPT-Rosalind: OpenAI's first life-science reasoning model

A new drug takes 10 to 15 years on average from target discovery to FDA approval. In this long cycle, the quality of early research…