qourat

research

Name

research - the topic behind each thing we build, for our own reference and for anyone working on the same problem

Notes

typed decisions instead of text
a model that answers typed questions with calibrated probabilities, and never writes a sentence. 2026-09-23
can a model call the next minute?
a public, minute-by-minute experiment scored against what actually happened. 2026-09-23
agents that pay for their minute
an agent that must earn its compute, dies at zero, and clones itself on profit — and why ours uses paper money. 2026-09-23
the assistant that never invents a fact
how a language model can answer customers for a business without ever stating something the business did not say. 2026-09-22
measure before you adopt
the lab method: label every claim, score on your own outcomes, keep the cheap baselines in the table. 2026-09-23
standalone AI on one server
running real AI products cheaply: one machine, one database, a job queue in the database, no containers. 2026-09-22
qourat 0.2.0