My favorite problems didn't exist a year ago.
Agents that need wallets they can't drain. Vision models that need claims a validator can reject. Software that needs to pay software. I shipped a product for each.
1st place, Ethereum Foundation “Agents That Operate” · ZK-Kit maintainer, PSE
01 Flagship
Case →
VSON · A notation inspired by predicate logic, for AI vision.
Visual Scene Ontology: every claim a vision-language model makes about an image (object, property, spatial relation, action) becomes a graph assertion a validator checks, so a claim that hides its viewpoint or drops an argument fails the build instead of passing review. Ships a Rust CLI, a Python API, an MCP server, and a keyless browser studio.
