Independent Quant & Applied-AI Research
Ground truth for markets that move in milliseconds.
Temares Research publishes independent, reproducible studies at the intersection of market microstructure, machine learning, and the speed of information — starting with what an LLM can actually extract from a data release before the edge decays.
Published papers & preprints
Peer-facing work, posted openly. Every study ships with its methodology and is built to be reproduced.
Get notified when new research drops
Papers and project releases, the moment they're public. No schedule, no filler — just an email when something new ships.
What you'll hear about
About the lab
Temares Research is the independent research practice of Jesse Temares. The method is the constant, not the subject: pair frontier AI — large language models reading source material at scale — with rigorous, top-tier research and hard statistics to reach ground truth. The aim is to take the theories and claims people argue about and settle what the evidence actually supports.
The work is built for depth at speed: take a hypothesis — in markets, in AI, in whatever field the question lives — run it down properly, and show the results in the open. Where a theory holds, where it breaks, and why. When a claim falls short of what it set out to prove, the goal isn't to bury it — it's to push it forward: close the gap, or write the follow-on thesis that gives the idea a real fighting chance.
The first published studies sit where market microstructure meets applied AI, but the domain is deliberately open — the same engine points wherever a question is worth answering. Everything here is independent, self-funded, and built to be checked: methods shared, results reproducible, and signal over spectacle.