SDSignal Desk

Desk

Research

Papers, model cards, and lab research notes.

AINov 5, 2026OpenAI

Measuring how AI agents handle everyday wet-lab science

OpenAI's BioBasicsBench, built with Ligo, scores agents on 100 messy wet-lab tasks — raw gels, bad controls, ambiguous images — and GPT-6 Astra leads at 66.7% while still failing ordinary judgment calls.

AINov 3, 2026Microsoft Research

Learn the rules: The hacker mindset

A former DARPA hacking-contest lead says AI has broken the old math of cyberattacks, and his point about trust is the part security teams should hear.

AINov 2, 2026OpenAI

LifeVal

OpenAI built a benchmark around kindergarten forms, groceries and caregiving, a welcome shift toward real life that we can't yet check from the outside.