▲ COMPUTE WEATHER: CURE FORECAST: HYPE FRONT STALLS OVER PIPELINE 2026-11-04T13:21:26.714893+00:00

RUMP SCIENCE

THE MACHINES ARE DOING THE SCIENCE NOW

Silicon Valley promises AI will cure disease... drugmaker CEOs aren't buying it

THE WIRE

AI is making drug pipelines bigger... and maybe worse

gnews-discovery · NOV 3

Anthropic buys Mithril Medicine for Claude drug discovery push

gnews-discovery · NOV 3

Korea launches $274mn supercomputer for AI drug discovery, advanced research

gnews-discovery · NOV 3

Austrian drug-discovery startup QUANTRO wins FFG research grant to build AI platform

gnews-discovery · NOV 3

QurieGen, Rayca Precision link novel target discovery to AI-powered drug design

gnews-discovery · NOV 3


Google DeepMind scientist Yao Shunyu denies $2 billion startup rumor, says he's staying put

gnews-autoresearch · NOV 3


AI SCIENCE REALITY CHECK

[PAPER] STUDY: DNA AI models 'have yet to saturate' even simple tasks

arxiv-science · NOV 2

[PAPER] Unadapted orchestrator passed every workflow check on 1,554 of 1,699 requests in recorded evaluation

arxiv-science · OCT 20

[PAPER] STUDY: Review maps AI-for-science experiments by three 'closures'... operational, epistemic, evidential

arxiv-science · NOV 3

THE CIRCUIT

The race to approve the first AI-designed drug...

gnews-discovery · NOV 3

Google's Antigravity workflow finds antimicrobial peptide candidate

gnews-models · NOV 3

TrialSite News argues AI is compressing drug discovery... but the hardest test has barely begun

gnews-discovery · NOV 3

MERCK TEAMS WITH VARIATIONAL AI TO APPLY GENERATIVE AI TO DRUG DISCOVERY

gnews-discovery · NOV 3

Pharma's AI paying off in the factory, not the clinic...

gnews-discovery · NOV 3


BENCHMARKS AND BIOLOGY

[PAPER] Single-cell AI models: strong scores don't prove they're reading biology, not shortcuts...

arxiv-science · NOV 2

[PAPER] Best AI model scores just 0.53 out of 1 on new ScienceVision 3D benchmark

arxiv-science · NOV 2


ATOMS AND MATERIALS

[PAPER] Universal Model for Atoms now runs molecular dynamics on NVIDIA and Intel GPUs from one codebase

arxiv-science · NOV 2

[PAPER] Study: New AI framework fills in missing materials-synthesis conditions, beats rival by up to 15.6%

arxiv-science · NOV 3

ARXIV WIRE
AGENTS DO SCIENCE

[PAPER] AI scientist turns plain-English goals into drug screening campaigns

arxiv-science · NOV 2

[PAPER] STUDY: AI agent pipeline reproduces published Cyg X-1 X-ray results... all 14 quantities within 3 sigma

arxiv-science · NOV 3

[PAPER] STUDY: AI agent designs recipes for programming materials' internal structure, with minimal human input

arxiv-science · NOV 2


TRUST BUT VERIFY

[PAPER] STUDY: LLM judges endorse site-confounded findings... even when the confound is shown as evidence

arxiv-science · NOV 1

[PAPER] STUDY: Stricter verifier gate fails to boost LLM research edge, and in one domain it shrinks...

arxiv-science · NOV 3


SIMULATING THE PHYSICAL

[PAPER] STUDY: Machine-learning simulations probe how protons move in concentrated KOH electrolytes

arxiv-science · NOV 3

[PAPER] STUDY: AlphaFold 3 still wins near the native state, which FoldScape does not reach

arxiv-science · NOV 3

[PAPER] STUDY: Researchers adapt a single pretrained generator to maximize hypervolume of its samples

arxiv-science · NOV 3


COSMIC AND ALLOY MODELS

[PAPER] Unified generator covers black holes, neutron stars and mixed mergers in one framework

arxiv-science · NOV 3

[PAPER] Study: General-purpose AI beats materials-science models at predicting alloy properties

arxiv-science · NOV 2

THE WIRE ROOM