Audit-Grade AI Reasoning Permanently
Notarized on Cardano
MozAIc captures the full spectrum of AI reasoning across any given query. MozAIc doesn't force a single answer; it surfaces consensus, contradictions, and uncertainty from multiple independent agents simultaneously—providing audit-grade context that deepens informed human judgment.
Independent positions from 6+ frontier models. Full provenance. Immutable snapshots.
SUBMIT QUERY
Enter a claim-shaped question or statement e.g., “Does honey ever spoil?” or “Honey never spoils.”
PROCESS QUERY
Multiple frontier AI agents independently analyze the claim in parallel and produce their findings.
AGENTS DEBATE
When agents disagree, they challenge one another using evidence.
RECORD RESULTS
Results are compiled and recorded on the Cardano blockchain
ANALYZE RESULTS
The system examines the results to measure agreement, disagreement, confidence shifts, and response patterns.
NOTARIZE & EXPORT
The results are notarized and bundled, then exported in the user’s choice of format.
Human Benchmarking
Human benchmarking (large-scale, periodic comparison against human responses) is planned to evaluate model performance and detect drift over time. Not part of the current prototype.
Why It Matters
Digital information drifts. Sources change or disappear. AI reasoning evolves over time.
Institutions increasingly face liability when they cannot demonstrate what was known, relied upon, or reasoned at a specific moment.
MozAIc creates verifiable, time-stamped records of multi-AI reasoning, enabling:
- Regulators & Compliance Teams — auditable trails for filings and decisions
- Legal & Litigation Departments — reproducible evidence and defensible AI usage
- Research & Scientific Institutions — stable provenance for reproducible analysis
- Auditors & Risk Management — immutable snapshots of analytical states
- Journalism & Media Organizations — permanent source records and transparent multi-perspective fact-checking
- Enterprises (ESG, reporting, supply chain) — defensible AI-assisted claims
- Independent Researchers & Content Creators — durable source states and multi-perspective reasoning trails for accountable public work
Community
Open by default. Join the discussion, propose pilot queries, and contribute to the codebase.
How we scale
Modular agent adapters and role orchestration (BO Hive) enable parallel verification and progressive decentralization.