Topics.
Topic hubs for the Human Fluency writing: person perception, psychometric validation, benchmarks, calibration, fluency demand, and consented data.
- 18 POSTS
Person Perception
How machines form impressions of individual people, and what a century of accuracy research already established about judging persons.
- 8 POSTS
Psychometric Validation
Treating AI person-perception as a measurement problem: construct validity, convergent and discriminant evidence, and criterion ceilings.
- 8 POSTS
Benchmarks and Standards
What an independent, pre-registered benchmark for machine person-perception would have to measure, and who is allowed to hold the answer key.
- 8 POSTS
Calibration and Sycophancy
Confidence that tracks accuracy, and the failure modes — sycophantic drift, halo compression, unearned intimacy — that flattery introduces.
- 5 POSTS
Fluency Demand
The FD ladder: which tasks and industries actually require a model of the person, and what fluency is worth where it is demanded.
- 3 POSTS
Data and Consent
Ecological validity and consented ground truth: where the conversational corpus comes from and why the profile has to belong to the person.