WEEK 15 · REVIEW, REVISE, HUMAN READ
Before a bridge opens, two different inspectors walk it: one checks the calculations, the other checks the welds. This week your paper gets two inspectors. The first is Reviewer 2, the famously harsh anonymous reviewer, played by an LLM twice. The second is a human scientist, the one inspection that cannot be automated. You will ask for it, and you may pay a postdoc for two hours. That is not a weakness: professiona…
THE NEXT BLOCK
Saturday sandbox · after Yang, Wu & Arnold (2019), "Machine-learning-guided directed evolution for protein engineering"
Frances Arnold, Nobel Lecture 2018 "Innovation by Evolution: Bringing New Chemistry to Life" (nobelprize.org)
In: LABLOOP-W17 Notebook
By Sunday you should be able to say: “A human scientist has read my paper, and I can read any paper's core in 10 minutes.”
MOMENTUM
2026-09-29 18:29 Finished: SciPy docs, scipy.integrate.solve_ivp2026-09-29 17:44 Finished: LearnChemE (CU Boulder) · "Monod Cell Growth Example (Bio)"2026-09-28 22:11 Finished: Crash Course Biology #3 · "Biological Molecules2026-09-28 21:50 Finished: OpenStax Biology 2e2026-09-25 11:16 Finished: OpenStax Biology 2e