Topics — The twenty-eight kinds of claim this anthology files against — the primary axis of both the practice registry and the reading list, and the same twenty-eight for each (ADR-026). The filing rule is the point: take a domain topic when the claim is ABOUT the domain; a claim merely discovered in one still takes its kind. The axis organizes the record, it does not bound it: content the list cannot place is evidence the list is short (ADR-059).
Human–AI interaction — how people work with a model through an interface — prompting and steering controls, editing and co-writing tools, assistive and co-adaptive interfaces, how such interfaces are scored, and what lab studies of them can and cannot show.
1 of 449 SOTA documents. Back to the full index.
| # | Title | Summary | Status |
|---|---|---|---|
| SOTA-309 | Score a control interface by the mutual information between the operator’s command and the state change it induces, and choose the horizon of that state change deliberately | Reddy, Levine and Dragan (2022), LIT-503 — whatever the operator is trying to do, a better interface yields less noisy commands, so I(x_t, (s_t, s_{t+Δ})) scores it with no labels, no reward and no task knowledge. Spearman ρ = 0.43 against true task completion across 540K examples in 4 of 5 domains. In the fifth the correlation was strongly negative at Δ = 1 and positive at episode length — so the horizon is not a detail. | Proposed |