Membership lesson · Build Your Jarvis · Module 4 — Thinking & reasoning

When to think hard (and when not to)

Module 4 opener — reasoning models vs normal models, the thinking trace, when extra thinking earns its keep versus when it's a waste, the honest cost (slower, pricier, local-first), and your two real test questions, one easy and one hard, to build the module around.

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Warning

Real power. Educational use only.

What we teach you to build is genuinely powerful — uncensored assistants, agents, and automations on your own hardware. In the wrong hands, that is as dangerous as malicious code in the wrong hands. We do not teach illegal, malicious, or harmful use. You are responsible for what you deploy.

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