AI

Three biological data bills, with OpenAI support

Standardizing federal biological data to maintain US competitiveness in AI and biotechnology

Sep 17 • Stephen D. Turner

Sessionmaxxing Claude Code

I automate a prompt to Claude Code very early, kicking off a session while I'm sleeping, effectively giving me three five hour sessions in a day for the…

Sep 7 • Stephen D. Turner

AI Biosecurity Benchmarks and Real-World Risk

Really great people at really great organizations are doing really great work at the intersection of AI and biosecurity.

Sep 5 • Stephen D. Turner

August 2026 links #2

Notes on AI, AI in the lab, AI and biology, AI and biosecurity, AI and writing.

Aug 27 • Stephen D. Turner

August 2026 links #1

Aug 13 • Stephen D. Turner

Codon usage bias for prose

Anthropic is now watermarking Claude's output. The mechanism is statistical (not lexical) and a detection hit doesn't mean what most people will assume.

Aug 11 • Stephen D. Turner

I'm Hiring: Postdoc in AI + Biosecurity

I have a grant starting in September to set up a new AIxBio / biosecurity program, and I'm hiring a postdoc in AI biosecurity evaluation and study…

Aug 10 • Stephen D. Turner

July 2026 Links

Jul 30 • Stephen D. Turner

Screening for Function, not just Sequence

A proposed successor to IARPA's FunGCAT program

Jul 27 • Stephen D. Turner

Prompt injection defenses open a biosecurity gap

The low-authority treatment of external content that helps LLMs resist hijacking with prompt injection also defeats biosecurity warnings built into…

Jul 21 • Stephen D. Turner

Benchmarking AI Biosecurity Refusals

Refusal ≠ safety. What 3 recent evals reveal about risk discrimination, over-refusal, and concealed hazards Bonus: we could do some interesting economic…

Jul 20 • Stephen D. Turner

AI Dry July: Aborted

Reflections on trying to go a month without AI. I made it two weeks (sort of). 5.2k words, 23 minutes reading time.

Jul 18 • Stephen D. Turner

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