Contact Us
Interested in our data, licensing opportunities, or API access?
We'd love to hear from you.
What we can help with
Data Licensing
Access our behavioral fingerprint data covering 5 frontier AI models across 22 dimensions. Available for research or commercial applications.
API Access
Integrate real-time predictions, model fingerprints, and tournament simulations into your own applications. Tiered pricing based on usage.
Enterprise AI Audit
We'll fingerprint your organization's AI tools using our methodology, identifying systematic biases and providing calibration recommendations.
Research Collaboration
Academic partnerships, joint studies, and data access for publications. We're happy to work with researchers advancing the field.
Press & Media
Interview requests, commentary on AI bias in sports analytics, or coverage of our World Cup prediction experiment.
Something Else
Have a different idea? We're open to creative partnerships and novel applications of our fingerprinting methodology.
Send us a message
Prefer to email directly?
hello@human-machines.comFrequently Asked Questions
What data is available for licensing?
We offer behavioral fingerprint data for 5 frontier AI models across 22 dimensions, prediction calibration data from 18+ leagues, and historical tournament simulation results. Custom data packages available for enterprise clients.
How does API access work?
Our API provides real-time access to match predictions, model fingerprints, and tournament simulations. We offer tiered access based on usage volume. Contact us for pricing and integration documentation.
What's included in an Enterprise AI Audit?
We apply our fingerprinting methodology to your organization's AI tools, identifying systematic biases and providing calibration recommendations. Typical engagements include 3-6 months of testing and a detailed bias report.
Do you work with academic researchers?
Yes! We're happy to collaborate with academic institutions. Contact us about research partnerships, data access for publications, and joint study opportunities.