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2026-10-29 issue

Observed arrival · 2026-10-29

proof-core: results a skeptic can rerun

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Editorial interest 84/100 Selection signal · not a rating of the site

An open-source tool that seals computed results to their inputs, code, and settings so others can verify and reproduce them offline.

Landing page captured for the 2026-10-29 issue.
For
Developers, scientific computing teams, and V&V reviewers
Worth noticing
The page says a standard-library verification file imports nothing from the producer, with no account or installation required to check a bundle.

Field notes

The page frames a result as a bundle containing the number, inputs, method, and signature, then treats integrity checking and reproducibility as separate tests. Its examples name concrete inputs: an AI evaluation can be tied to its prompt, model, weights, and seed, while a regulated margin check includes the limit set before the run and the rule. The project links to its GitLab source and describes a Python quick start.

Observed signals

Read the marks

Editorial observations of this landing page, not a rating.

○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use

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Landing page observed 2026-10-29. The live site may have changed.