# Sohom Pal

> i make agents prove what they did. traces in, failing tasks and a regression eval out.

sohom pal. AI engineer. Based in Bangalore, India.

ai engineer. building something new right now, more on that here soon. until the end of july 2026 i was at pocket, working on probable, a prediction-market agent, after spending april at network school with the pocket team. before that: lossfunk research on beacon, and safety evals for agents that touch solana.

now: heads down on something new.

- [the map of my internet](https://sxohom.xyz/internet/)
- [tools i use for evals](https://sxohom.xyz/tools/)
- [things you could buy](https://sxohom.xyz/buy/)
- [colophon](https://sxohom.xyz/colophon/)

## Contact

if you have an agent you can't prove works, [send me a trace](mailto:hi@sxohom.xyz).

- email: hi@sxohom.xyz
- X: https://x.com/sxohom
- GitHub: https://github.com/sohomx
- site: https://sxohom.xyz

## Receipts

- [paper(beacon): arXiv 2510.16727 · 420 pairs · 12 models](https://arxiv.org/abs/2510.16727)
- [ship(openissue): npm @sxohom/openissue](https://www.npmjs.com/package/@sxohom/openissue)
- [bench(gauntlet): 96 scenarios · safety weighted .40](https://github.com/light-research/gauntlet)
- [tool(simtest): fails the PR when the agent gets worse](https://github.com/sohomx/simtest)

## Projects

- [pocket / probable](https://sxohom.xyz/projects/pocket-probable/) (apr 2026 to july 2026): the proof layer. [markdown](https://sxohom.xyz/projects/pocket-probable.md)
- [beacon](https://sxohom.xyz/projects/beacon/) (2025): sycophancy benchmark. [markdown](https://sxohom.xyz/projects/beacon.md)
- [solana agent safety](https://sxohom.xyz/projects/solana-agent-safety/) (2025 to 2026): gauntlet · sim engine · idl agent. [markdown](https://sxohom.xyz/projects/solana-agent-safety.md)
- [openissue](https://sxohom.xyz/projects/openissue/) (2026): deterministic trace to incident. [markdown](https://sxohom.xyz/projects/openissue.md)
- [simtest](https://sxohom.xyz/projects/simtest/) (2026): fuzz agents in ci. [markdown](https://sxohom.xyz/projects/simtest.md)

## Pages

- [home](https://sxohom.xyz/)
- [home markdown](https://sxohom.xyz/index.md)
- [colophon](https://sxohom.xyz/colophon/)
- [tools](https://sxohom.xyz/tools/) · [markdown](https://sxohom.xyz/tools.md)
- [internet](https://sxohom.xyz/internet/) · [markdown](https://sxohom.xyz/internet.md)
- [things you could buy](https://sxohom.xyz/buy/)
- [llms.txt](https://sxohom.xyz/llms.txt)
- [llms-full.txt](https://sxohom.xyz/llms-full.txt)