Flide shares context across decision-model questions

Reuse shared state

Flide reuses the shared context while keeping each question’s computation separate. The paper calls this exact state forking. Its equivalence claim concerns exact arithmetic; floating-point comparisons remain a separate measurement.

Flide exact state forking paper ↗

Inspect probabilities and deployment

The API returns option probabilities. The quick start uses Python 3.12; the server binds all interfaces unless configured locally. Model compatibility and hardware should be checked before deployment. Reported speedups come from the authors’ tests.

Flide quick start ↗Flide repository and release notes ↗

What you can do

1. Read the original method and its limitations before planning your own evaluation. Open reference ↗

Where the evidence stops

No installation or benchmark reproduced. The paper was submitted October 30; the repository’s November 2 paper-news entry is a separate date.

Sources read. Sources read November 9, 2026 UTC. No third-party code, model inference or complete workflow was executed.

Sources & further reading