Papers
- Private Agent One on Heterogeneous Supercompute→One private agent across iPhone, Mac, DGX Spark and a GB200 rack, with a consent handshake on every hop.July 2026 · Manish Sainani
- Working Backwards from the Human→A person-centered ontology for personal information and human-first agentic AI.2026 · Ontology
- The Personal Knowledge & World Model→How a private model of you, owned by you, becomes a Personal World Model you share by consent.Research
- Consent as an Operational Semantics→Consent as a transition system in which access and its receipt are one step, and what the model cannot prevent.July 2026 · Formal model
- Counting Without Watching→Measuring whether personal agents are useful without the telemetry our architecture forbids.July 2026 · Open problem
- Entity Resolution Under a Right to Removal→Resolving 248,568 organizations and 616,145 professionals when any of them can ask to be removed.July 2026 · Data engineering
- Cold Start Is a First-Class Constraint→A production outage, analyzed: why warm tests, a green build and staging all missed it.July 2026 · Experience report
PCHP, the open consent protocol
One is made by Hushh Technologies Corporation: private, sovereign AI that runs on what you own.