Reasoning Pipeline
A continuous reasoning process that lets Aristotle work across long horizons, carrying context from one cycle into the next. Built to extend results already recorded rather than start over each time.
Long-Horizon Cycles
Built for reasoning that runs over extended horizons rather than isolated attempts.
Preserved Context
Designed around research context that carries forward between consecutive cycles.
Cumulative Progress
Continues work on top of results that were previously recorded.