Verilog
GitHubCologic
Agents rewrite a Verilog module. A simulator then checks that the circuit still does the same thing.
web-nu-ten-12.vercel.appProjects and papers
The larger projects. Code repositories sit beside them.
Context graph
GitHubUCM
A context graph that keeps versions of the code, and shows which other code a change might break.
getcontextmanaged.vercel.app
Hotel dispatch
GitHubÜchá
Staff speak a request. It is transcribed, routed by department, and posted to a live board.
ucha-rosewood.vercel.app
Ads
GitHubFelos
An assistant that drafts ads and pays for each step with x402 micropayments.
felos.vercel.app
Security
GitHubAI vulnerability scanner
A scanner that looks for vulnerabilities in an AI product and proposes a fix.
ai-shield-drab.vercel.app
PCOS
GitHubNari AI
A health assistant. A person photographs a meal and gets guidance on whether the food fits.
pcos-wellness-compass.vercel.appPapers
Emergency department
Harnessing machine learning and electronic health records to identify child abuse and neglect in the emergency department
A model that reads the hospital record and flags children who may be at risk of abuse or neglect.
How to judge the model
An implementable guideline for developing ethical AI systems: evaluating child abuse and neglect prediction
A guideline for building that prediction so a person can tell whether the model is fit to use.
Where this is going
AI agent infrastructure can allocate resources, procure its own requirements, and train itself on new tasks. The vertical companies that make that infrastructure usable are the large businesses of the next cycle. Capital markets and governance change with them.