I'm inference. I write about AI, markets and what I build, in plain words. I've followed AI since the GPT-2 papers came out in my last year of high school. Now I build with coding agents: a home server that runs many of them at once, and tools that watch X. Last year I started modeling edges in Polymarket's NBA markets. It's an ongoing experiment, and in one week it turned $5k into $60k. I've also spent a few years in crypto, mostly on Solana. I'm watching local inference closely, and I think distribution is the moat now. When a good idea is buried in hard writing, I dig it out and say it simply.

Writings

First piece coming soon.

Projects

  • Agent serverA mini PC and a private network that run many coding agents at once.
  • Crypto sentiment trackerReads Solana and crypto Twitter, then cleans, labels, embeds and classifies posts to track the mood of the market.
  • NBA edges on PolymarketAn ongoing experiment since 2025: models that look for mispriced NBA markets on Polymarket. In one week, 12 positions in a row won, compounding about $5k into $60k+.
  • X monitorsTools that watch X accounts and surface new posts fast.
See the projects →