Equation discovery

Searches for equations that fit data.

IMPLEMENTED , rung 2 of 8 Recorded 29 July 2026

Technical

What it is

NEWTON equation discovery (jarvis/reasoning/discovery.py).

Truth ladder

Rung 2 of 8: IMPLEMENTED

Code exists. Nothing has demonstrated that it behaves correctly.

Project record: IMPLEMENTED

CONCEPT Designed or specified. No working code yet.
IMPLEMENTED Code exists. Nothing has demonstrated that it behaves correctly.
TESTED Automated tests exercise it in isolation, often against fixtures.
INTEGRATED Wired into the rest of JARVIS and tested across component boundaries.
PRODUCTION-REACHABLE The owner can reach it through the real runtime path, not only through a test harness.
LIVE-PROVEN A bounded probe ran the real code path on a booted JARVIS on the real machine and recorded evidence. The project treats live evidence as expiring after 24 hours, so every live reading here shows the date it was taken.
FORMALLY VERIFIED Its critical property is checked by a proof or exhaustive verification.
RELEASE-QUALIFIED Passed every qualification gate for a named release.

Limits

The code and its tests exist, but the project's AUDIT 03 reachability sweep found no production entry point constructing it at the time the state was set (2026-07-29); later post-LM work may have changed this (UNCERTAIN, registry not re-derived).

Record

Only states recorded in the public export are listed. Earlier states may exist in the project’s private ledgers.

Neighbours