The Model Is the Same. The Intelligence You Extract Isn't. Two people can sit down with...
The Model Is the Same. The Intelligence You Extract Isn't.
Two people can sit down with the exact same model — same weights, same tier, same access — and walk away with completely different intellectual outcomes.
One leaves with a polished summary.
The other leaves with a sharper map of the problem, a new distinction, and a better next question.
The model didn't change.
Why the Right Mental Model Matters More Than the Right Words A 1972 experiment by...
TL;DR — When the spec is good, implementation needs less model. I started using a top-tier model to...
Same task. Two ways of asking. Two very different results. That was the moment it clicked for me, and...
How I stopped shopping for different models and started designing different tasks to achieve true functional independence.
How I work with AI, and why the system around the model matters more than the model.
Stanford and Tsinghua ran a controlled experiment: same model, same task, different harness. A 6x performance gap. Here is what…
