WEEK 07 · THE EXTRACTION AGENT, MEASURED

Do one thing.
Then you are ahead.

Now the junior analyst meets the answer key. You build extract/agent.py with two brains, a frontier model through the API and a local Qwen on your 3050, plus a fake brain for tests. Then you do the thing that distinguishes an AI scientist from an AI enthusiast: you measure it per field, not as one flattering average. It will be very good at "organism" and bad at "working volume", and that unevenness is the finding. …

If you only do one thing this week: the F1 table, whatever it says

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THE NEXT BLOCK

How long have you got?

10 min 25 min 50 min 90 min 12 of 13 cards still open in week 07 · 11 finished overall

3/10 Watch 15 min? W09 Saturday Sandbox optional

MIT OCW 10.37 Chemical and Biological Reaction Engineering

Saturday sandbox

MIT OCW 10.37 Chemical and Biological Reaction Engineering (Spring 2007), lecture notes on bioreactors — ocw.mit.edu/courses/10-37-chemical-and-biological-reaction-engineering-spring-2007

Open ↗

In: LABLOOP-W09 Notebook

↻ Something else See everything in week 07 →

By Sunday you should be able to say: “I can read my own F1 table aloud, say why the worst field fails, and explain why tuning on the gold set is dangerous.”

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MOMENTUM

What you have actually done

Focus today0 min0 blocks on the timer

Last 7 days0 min0.0 hours measured, not estimated

Streak0days in a row

Cards finished11across the programme

This week1/13

Time on the timer, day by day last 14 days

2026-09-29 18:29 Finished: SciPy docs, scipy.integrate.solve_ivp
2026-09-29 17:44 Finished: LearnChemE (CU Boulder) · "Monod Cell Growth Example (Bio)"
2026-09-28 22:11 Finished: Crash Course Biology #3 · "Biological Molecules
2026-09-28 21:50 Finished: OpenStax Biology 2e
2026-09-25 11:16 Finished: OpenStax Biology 2e