5 min read
Judging evidence with LLM oracles on GenLayer
What building Proven taught me about latency, cost and disagreement when smart contracts ask LLMs to evaluate evidence.
- Web3
- GenLayer
- Proven
Personal Blog
Featured note
Index
4 min read
Crossing public food databases with RAG: the hard part is the data
Lessons from building the Food Code oracle over ANMAT, SENASA and FAO datasets: normalize, version and cite every source.
- RegTech
- RAG
- AI
5 min read
Digital chain of custody: from an award-winning paper to practice
Why evidence custody is a protocol implemented on paper, and how we proposed redesigning it on Cardano without exposing sensitive data.
- Legal
- Cardano
- Digital evidence
4 min read
From zero to agent: prototyping with v0 and the AI SDK
The constraint was to ship a type-safe agent without hand-writing the interface. What held up, what didn't, and why it changed my MVP workflow.
- AI
- v0
- Vercel AI SDK