License how you audit one AI answer: the prompt, the output, PASS / FLAG / BLOCK, and the failure. Preference ranking is pairwise. Agent evals are gold tasks. This is the single-answer audit JumpTask sells as train-AI — Primacy packages it as a sovereign module with a last-click human, not a credit mill.
Structured audit units. JumpTask-class train-AI motion, licensed as a module with a written failure — not a credit mill.
This venue is a Wing in your Human architecture. Every exercise creates Rooms organized by Hall type. Data quality is tracked via Knowledge Graph triples.
Meet all milestones to unlock buyer engagement. Hybrid threshold — both content volume AND time consistency required.
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Labs still pay humans to catch invented facts, skipped checks, and tone misses. Commodity platforms pay $5–$20/hr for the same motion. A licensed audit module with your rationale is what a buyer can replay.
3–5 hours initial, then 20 min/week · 3 steps · Each step builds your architecture
Audit units (JSON: prompt, answer, verdict, failure, domain, stakes)
When readiness is achieved, an AAAK-compressed summary of your data is generated for buyer evaluation — privacy-preserving, compact, and instantly readable by any AI system.
RLHF and answer-quality queues. Buys human audits with reasons.
Expert raters for frontier labs. Needs written failures, not stars.
18M-user train-AI network. Buys higher-quality audit modules than piecework clips.
Expert network for model evaluation. Pays for professional audits.
Open the Data Builder to complete guided exercises. Each entry builds Rooms, Halls, and Knowledge Triples in your Human architecture — reaching buyer readiness in 30–60 days.