CAIN-42 CAIN Studio
AETHER-33 free until 2027-01-01 governed agent memory docs measured 33 invariants homepage

Finding disagreement

Contradiction flags, not verdicts

Lexical overlap plus opposite negation marks a conflict for a human. It never picks a winner.

The signal

On write, the new memory is compared with up to the 200 most recent live memories in the same space. Two conditions must both hold:

What a flag contains

{
  "memory_id": "mem_...",
  "similarity": 0.71,
  "resolution": "unresolved",
  "note": "lexical overlap with opposite negation polarity; review, not a verdict"
}

What it refuses to do

Known false positives and negatives

A genuine update (“the limit was 500; it is now 800”) may not be flagged at all, because the two sentences share little vocabulary. A nuanced correction may be flagged when the negation is incidental. This is a triage signal whose only promise is that it never silently overwrites.

memory-integrity is the deeper auditor in this stack: it reads a full write history and scores corroboration. AETHER-33's inline check is deliberately cheap so that write latency stays flat.

AETHER-33 is a product over CAIN-42's governed-memory stack, not a new architecture moat. Memory never carries authority: every response is annotated grants_authority: false. No third-party audit has been performed. Limits · FAQ · what is live now