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Marcus's avatar

So you have become the architect and have empowered the LLM to become your construction crew. Like LI in China who misaligned incentives and build too much. The cognitive overload is clear. Try this … measure how much each skill is adding to your experience. LLMs have this build in between AXIOM scores and Cumulative SoftMax Probability (or probability weighted token mass). Normalize the skills score to a scale (0 to 100) and request the system to force rank them based on MDL success. Compare each ranking to your cognitive load feeling. If the cognitive load is heavier then the success score you likely overbuild for that activity. Think of it as the knowledge based IRR measure.

Isabelle Flaherty's avatar

Yikes! Only a high level brain can reach that experience. Thankfully also smart enough to see the problem.

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