CAUM is a structural observation layer. It detects loops, stagnation, and wasted compute in autonomous agent execution — without reading your prompts or payloads.
CAUM does not steer or evaluate your agent. It classifies the structural behavior of execution and produces deterministic, verifiable results.
Classifies agent execution into discrete structural regimes — Explorer, Grind, Stagnation, or Loop — through proprietary analysis. No semantic interpretation required.
Every analysis produces a deterministic Artifact Vault containing Merkle roots, SHA-256 canonical hashes, and Ed25519 digital signatures. Independently verifiable by any third party.
CAUM never reads your prompts, API payloads, or proprietary data. It processes only abstract structural coordinates — discrete state identifiers and transition timestamps. Your data remains yours.
Autonomous agents often fail silently: repeated calls, circular plans, and long runs with zero structural progress. CAUM detects these patterns by evaluating trajectory structure at the level of state transitions and structural continuity. No access to reasoning, prompts, code, or data is required.
Identical input always produces identical output. No stochastic models. No probability estimates. No model drift.
A minimal dataset containing only discrete state identifiers and timestamps. No private user data. No API keys. No proprietary code.
A deterministic, independently verifiable report detailing the structural regime of the trajectory, with a cryptographic Artifact Vault.
Analyze historical trajectory datasets. Generate institutional structural observation reports for post-incident investigation and compliance audits.
Integrate CAUM into running systems. Receive structural regime classifications and Severity Tier alerts as agents execute.
Deploy CAUM directly within your infrastructure. Full local control. Zero external data transfer.
A strictly formatted PDF designed for institutional audits, compliance reviews, and forensic root-cause analysis. Every report includes canonical cryptographic commitments, ensuring mathematical verifiability.
No sensitive context is ever exposed. Reports contain only structural regime classifications, severity assignments, and cryptographic attestations.
| Dataset Hash | e3b0c44298fc1c14…96fb924 |
|---|---|
| Net Regime | LOOP — Severity T4 |
| Verification | Deterministic — Artifact Vault attached |
Every report ships with a canonical SHA-256 commitment, Merkle root, and Ed25519 signature. Results are reproducible offline from the Artifact Vault.
CAUM performs structural observation on a simulated execution, detects anomalies, and generates verifiable attestations — all without accessing semantic data.
Upload a trajectory. Receive verifiable evidence of your agent's structural behavior.