Claude-shaped science
Features on AI-assisted discoveries, practical workflows, and field notes across the sciences.

ProofVendor claim only
Key points
- Summary: In this guest post, Prof. Matthew Schwartz returns to describe a new approach to AI-accelerated science.
- In Vibe Physics, Schwartz discussed similarities in capability between Claude and a physics graduate student.
- Because similar calculations often turn up across very disparate areas of science, Claude found connections to ecology, population genetics, and a dozen other fields.
- However, academic scientists trying to use the models today in their own work often feel a disconnect.
Sources (1)
- [1]Claude-shaped scienceAnthropic Research · Oct 1, 12:00 AM
Features on AI-assisted discoveries, practical workflows, and field notes across the sciences.
Summary: In this guest post, Prof. Matthew Schwartz returns to describe a new approach to AI-accelerated science.
Extractive summary: sentences quoted from the sources.
Hype check
Independently evaluated1 independent look since
- Evaluation · Oct 2, 2026openqodex/openqodex: Open source AI code review for Claude Code and Codex, before you push. Scanners (SAST, secrets, dependencies, lint) on the lines you changed
- Follow-up · Oct 1, 2026sno-ai/sno-station-skills: Sno Station Skills: 31 tested skills that turn Claude Code and Codex into one working team. Cross-vendor peer review, automatic handoff when
- Follow-up · Oct 1, 2026The Dot and the Swarm
- Follow-up · Oct 1, 2026Graph-centric agentic intelligence
- Follow-up · Oct 1, 2026unslothai/unsloth v0.1.902-beta: Command Palette + Desktop UI/UX
- Follow-up · Oct 1, 2026pwasm 0.2a0
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