Uncensored AI for biochemistry and metabolism
Pathways learned as decisions, not as a wall of arrows
Every pathway is taught as a diagram to memorise and examined as a set of decisions: what is regulated, what changes when this enzyme is inhibited, what the cell does next. Learn the decisions and the diagram follows.
Why the mainstream APIs fail here
Textbooks state the pathway and leave the logic implicit. Chatbots narrate the diagram back at you. Neither answers the question the exam asks, which is what happens when you block one step, and some models get cagey once the pathway touches drugs or poisons.
How Wild West API is used for this
Ask per pathway: the rate-limiting step and why, the hormonal switches, the three classic drug or toxin interactions and what each teaches about regulation. Ask for the one-sentence purpose of the pathway; if you cannot say it, you do not have it yet.
A working loop
- Learn the regulation before the intermediates; exams test regulation.
- Ask what the pathway is for in one sentence, then hang the detail on it.
- Test with inhibitor scenarios; they are half the paper.
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