How to Make AI Tell You the Truth: The Fence
An AI wants to please you. Left alone it will invent a plausible detail and tell you the meeting went better than it did. Here is the one sentence that stops it.
AIpromptsaccuracy
The Human Capability System: A Conceptual Working Paper
The rigorous companion to the essay. Four established bodies of work assembled into one operating model for human capability, with an honest prior-art audit, a novelty ladder, and falsifiable predictions.
learningcognitive scienceactive inference
The Human Capability System
Most extraordinary ability is ordinary capacity, aimed and compounded. A four-part operating model you can run: direct attention, run better loops, transfer what you learn, and compound it.
learningcognitive sciencehuman performance