1. X
  2. Dom Steil
Log inSign up
Dom Steil
2,560 posts
Image
user avatar
Dom Steil
@domsteil
CEO @stateset | Bitcoin | Blockchain | Technology
San Francisco, CA
domsteil.com
Joined June 2012
5,756
Following
1,737
Followers
RepliesRepliesArticlesArticlesMediaMedia
  • user avatar
    Dom Steil
    @domsteil
    Jul 16
    Article cover image
    Article
    Neuro-Symbolic Recursive Policy Engine: A Decisions API for Intelligent Commerce
    Here is a scenario playing out at commerce companies right now: an AI agent refunds an order it shouldn't have. The customer was outside the return window, the item was final sale, and the refund went...
  • user avatar
    Dom Steil
    @domsteil
    Jun 10
    Claude is painting, Codex is drawing
  • user avatar
    Dom Steil
    @domsteil
    Mar 26
    We applied the autoresearch optimization loop to the StateSet STARK proving system, a Winterfell-based prover for zero-knowledge commerce compliance proofs. Over 5 rounds and 30+ experiments, implementation changes (trace length reduction, constant precomputation) reduced prove
    github.com
    GitHub - stateset/stateset-starks: StateSet STARKS
    StateSet STARKS. Contribute to stateset/stateset-starks development by creating an account on GitHub.
  • user avatar
    Dom Steil
    @domsteil
    Mar 25
    Article cover image
    Article
    The Self-Optimizing Store
    What if you gave your operations stack a single metric and a goal, and let it run forever? That's not a thought experiment anymore. Recently Andrej Karpathy published autoresearch — a script that...
  • user avatar
    Dom Steil
    @domsteil
    Mar 22
    On the decentralized autoresearch network. Starks can verify the metric is improving eg the loss is better. Agent generates a stark proof for every autoresearch commit, multiple autoresearch agents running in parallel optimizing code, verifying the loss is better without having

Log in or sign up for X

See what’s happening and join the conversation

Continue with phone
or
Log in with username or email
Terms·Privacy·Cookies·Accessibility·Ads Info·© 2026 X Corp.
Advertisement
Advertisement