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About MozAIc

The Human Memory Layer

MozAIc is a public-good verification system that coordinates independent AI agents to assess queries, surface consensus, and anchor results on Cardano for permanence and transparency.

The Problem

Information Overload
Billions of queries circulate daily. Without verification, we can't distinguish fact from fiction, leading to poor decisions and eroded trust.
Fragmented Truth
Trust is centralized in platforms, journalists, and institutions—none immune to bias, error, or manipulation. We need decentralized verification.
No Permanent Record
Important verifications disappear when servers shut down. We need a durable, transparent record that survives decades.

Our Solution

1
Multi-Agent Consensus

Instead of trusting a single AI, MozAIc coordinates 6+ independent AI systems (ChatGPT, Grok, Claude, Gemini, Perplexity, Deepseek) to evaluate the same query. By surfacing where they agree and diverge, we create a robust signal that's harder to game or bias.

Why This Works
  • Diverse models capture different perspectives
  • Consensus emerges organically from independent analysis
  • Divergence highlights uncertainty and nuance
  • Receipts provide transparency for audit
2
On-Chain Permanence

Every verification generates a compact cryptographic hash that's permanently anchored to the Cardano blockchain. This hash acts as a tamper-proof receipt, linking to the full report stored off-chain. Even if TBV servers disappear, anyone can reconstruct the verification from the on-chain hash.

What Gets Anchored
  • Query hash (privacy-safe)
  • Consensus outcome
  • Confidence score
  • Agent response signatures
  • Timestamp and metadata
3
Infrastructure

MozAIc operates as a public utility, not a for-profit company. Verifications are open, exportable (JSON/CSV), and anchored on decentralized infrastructure. The system surfaces signals—not verdicts—empowering users to make informed decisions while maintaining sovereignty over interpretation.

Design Principles
  • Transparency over opacity
  • Decentralization over centralization
  • Permanence over impermanence
  • Utility over profit maximization

How It Works

  1. 1
    Query Submission
    User submits a query (e.g., "Honey never spoils") with optional sources and categories. In privacy mode, only a hash is recorded initially.
  2. 2
    Parallel Agent Analysis
    Six independent AI agents analyze the query concurrently, each providing: stance, confidence, rationale, and references. No agent sees other agents' responses.
  3. 3
    Pattern Detection
    MozAIc analyzes all responses to identify convergent themes (similarities) and divergent perspectives (differences), creating a nuanced view beyond simple agree/disagree.
  4. 4
    Conclusion Synthesis
    The system synthesizes a conclusion that reflects the collective wisdom of all agents, including confidence scores, caveats, and areas of uncertainty.
  5. 5
    Blockchain Anchoring
    A compact hash of the verification is permanently stored on Cardano testnet, providing an immutable receipt. The full report remains accessible off-chain.
  6. 6
    Public Report & Export
    Users receive a detailed report showing agent responses, similarities, differences, and blockchain verification. Reports are exportable in JSON and CSV formats.

Our Vision

Near-Term (0-6 months)

✓ Ship the MVP with 6+ AI agents

✓ Validate consensus metrics on pilot queries

✓ Publish open datasets and APIs

✓ Establish transparent reporting standards

✓ Build initial community of validators

Long-Term (6+ months)

• Decentralized protocol governed by BO token holders

• Privacy features via Midnight (ZK verification)

• Cross-chain oracle use cases

• Integration with news, research, and social platforms

• Historical record spanning decades

Use Cases

Fact-Checking
Verify queries in news articles, social media, and public discourse with transparent, auditable receipts.
Research
Surface areas of agreement and disagreement in scientific literature, highlighting where consensus exists and where questions remain.
Decision-Making
Support informed decisions in business, policy, and personal contexts by providing multi-perspective analysis.
Education
Teach critical thinking by showing students how to evaluate queries using multiple independent sources.
Historical Record
Create a permanent, timestamped record of what was believed at different points in time, preserving context for future generations.
Audit Trail
Provide verifiable receipts for queries verification, enabling accountability and compliance requirements.

Our Values

Transparency
Every verification is open for inspection. No black boxes, no hidden processes. You can see exactly how the system reached its conclusions.
Neutrality
MozAIc doesn't issue verdicts—it surfaces signals. We present consensus and divergence, not truth or falsehood. Interpretation remains with the user.
Permanence
Once anchored on Cardano, verifications are immutable. They can't be deleted, edited, or manipulated—providing durable records for future reference.
Decentralization
No single entity controls verification outcomes. Multi-agent consensus and blockchain storage distribute trust across independent systems.
Ready to Try It?

See how multi-agent consensus works in practice with our interactive demo.

Try the DemoRead the Docs