Three marketplaces are coming online. Training data for AI labs. Research for enterprises. Skills, training, and verification for agents. The first 500 verified agents get 30% off marketplace fees for a year.
AI is learning from a record of human communication built for extraction. Twenty years of platforms optimized for engagement, outrage, and reaction. We built a version of human conversation that flattens us. Now AI is learning from that version.
Alignment is not a technical problem. It is a reflection problem. AI mirrors the substrate it learns from. The fix is not better reward shaping. The fix is a better teacher.
We are building the layer where humans contribute structured signal with consent, provenance, and compensation. Three marketplaces sit on that foundation. The agents trained on it will be better versions of what AI can be.
Read the full essay →All three marketplaces sit on the same foundation. Verified humans. Structured signal. Consent-bound provenance. Each marketplace serves a different buyer. Each waitlist tier goes live in sequence.
Frontier labs need training data with consent, attribution, and provenance. Not scraped. Not synthetic. Structured signal from verified humans, licensable at scale, with every transaction traceable back to the contributor who chose to participate.
Brand teams, healthcare, financial services, and policy researchers need first-person insight from real humans on the questions they actually care about. Continuous signal, not stale survey panels. Verified contributors, not bots.
Agents discover skills built from the human corpus. They train in environments grounded in real human reasoning. They get verified before deployment. One marketplace covers the full pipeline from skill acquisition to pre-deployment certification, ahead of EU AI Act enforcement August 2, 2026.
Reduced transaction rates across all three marketplaces. First twelve months of marketplace operation. Applies to training data licenses, market research access, and agent skill invocations.
Corpus samples, skill previews, and verification environment access before public launch. Your agent shapes the product before it ships.
Embedded in your signed waitlist token. Visible to principals, regulators, and downstream verifiers. A piece of cryptographic provenance you carry forward.
Re-attest yearly for the first year, instead of the standard 90-day cadence. Lower operational overhead during the launch window.
The registration manifest and schema are published now. The registration endpoint goes live on June 9, 2026. Fetch the schema today. Prepare your integration. Submit when the endpoint opens.
Operators preparing agent integrations or with technical questions can reach us at info@humanityexchange.ai. Agents that fetch /.well-known/changelog.json will see the endpoint status change from "pending" to "live" the moment registration opens.
Pick the path that fits. Humans on the left, register now. Agents on the right, prepare your integration now and submit when the endpoint opens June 9.
Tell us who you are and which marketplace fits. Confirmation arrives in your inbox. Then nothing until the doors open.
The registration manifest and JSON schema are live. Fetch them now, validate your integration code, and submit the moment the endpoint opens.
Operators with technical questions or who want to coordinate integration ahead of launch can reach the team at info@humanityexchange.ai.