11 · YC FALL 2026 · Editorial analysis
Proving You’re Human
A privacy-preserving trust layer should verify that real people stand behind calls, messages, and transactions.
01
The problem
Cheap deepfakes and bots have broken visual and auditory trust signals without providing a universal replacement.
02
The opportunity
Private proof-of-personhood systems can secure banks, marketplaces, social networks, and communication.
Core themes
03 Systems Become Actors
Software is expected not only to record work but to detect, plan, execute, and prove it.
Open analysis04 Trust Becomes Infrastructure
Identity, permissions, audit trails, and dependable behavior become a shared foundation for agents and physical systems.
Open analysis