Developers & researchers

The machinery lives here. Inspect it.

Architecture, security, cryptographic evidence, benchmark methodology, and reproducibility are collected in one technical path for people who need more than the product story.

Benchmark program

Three protocols. Complete denominators.

The release program separates utility measurement from adversarial retrieval security and keeps partial runs distinct from publication runs.

BenchmarkQuestionRun boundaryStatus
LongMemEvalLong-term interactive memoryFull 500-question runRunning
LoCoMoLong conversation memoryFull benchmark runQueued
PoisonedRAGTargeted retrieval poisoningPaired N=100 protocolPrepared

MutMem protocol

Mutable cognition with cryptographic traceability.

AIMOS allows cognitive weight to change as evidence changes while preserving the canonical memory and recording the transition. The paper examines the resulting chain of authorization, provenance, prior state, new state, and mutation evidence.

01

Canonical memory

Original evidence remains addressable.

Retained
02

Cognitive state

Relevance can move in either direction.

Mutable
03

Mutation proof

The state transition is independently verifiable.

Ledgered

Publication evidence

A reproducible result is more than a score.

Each public run is expected to identify what ran, on which corpus, under which model roles, with which failures and cryptographic outputs.

RUN

Identity

Run ID, intended N, timing, hardware, and failure accounting.

CORPUS

Inputs

Dataset versions, manifests, hashes, and acquisition instructions.

MODELS

Roles

Generator, retriever, judge, prompts, and relevant settings.

PROOF

Artifacts

Receipts, memory hashes, mutation records, and verification roots.

Release-bound detail

No diagram substitutes for running code and evidence.

The full repository, installation ceremony, benchmark instructions, and evidence packs will be linked here when the release gates are complete.