# Humans&

> Humans& (humansand.ai) is a human-centric frontier AI lab announced January 20, 2026, reimagining AI
> around people and their relationships. Research focuses on long-horizon and multi-agent reinforcement
> learning, memory, and user understanding. No public developer API, SDKs, or developer portal exist yet;
> this is a pre-product company profile in the API Evangelist network.

## About

- [Website](https://humansand.ai/): Company homepage and announcement.
- [Research Blog](https://humansand.ai/blog/nvfp4-rl): The 4-bitter Lesson — Balancing Stability and Performance in NVFP4 RL.
- [Careers](https://jobs.ashbyhq.com/humans-and): Open roles (Ashby job board).
- [X / Twitter](https://x.com/humansand): Company updates.

## Investors

> Seed round led by SV Angel and co-founder Georges Harik. Investors include NVIDIA, Jeff Bezos, GV
> (Google Ventures), Emerson Collective, Forerunner, S32, DCVC, Human Capital, Liquid 2, Felicis, CRV,
> AME Cloud Ventures, Conviction, and Bloomberg Beta, among others.

## Network artifacts

- [Domain security probe](security/humans-and-domain-security.yml): TLS/HSTS/DNSSEC/CAA/SPF/DMARC posture for humansand.ai.
- [APIs.json profile](https://raw.githubusercontent.com/api-evangelist/humans-and/refs/heads/main/apis.yml): Machine-readable company profile.

## Notes

- No OpenAPI, AsyncAPI, MCP server, SDKs, or developer documentation are published at this time.
- `/.well-known/*` and `/llms.txt` paths on humansand.ai return the site's catch-all HTML (no real documents).