Patent Pending Technology

One Query.
Multiple Minds.
One Truth.

The Cognitive Gate transforms chaotic multi-agent AI outputs into single, auditable, governed responses.

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Query

→

Agent 1 + Agent 2 + Agent N

→

Arbiter

→

Governed Output

The Problem

AI Without Governance is Chaos

Current multi-agent systems lack formal deliberation structure, producing unreliable and unauditable outputs.

🎭

Hallucination

Models confidently generate plausible but factually incorrect information with no mechanism for cross-verification.

📉

Semantic Drift

Outputs wander from original intent, compounding across multi-step reasoning chains.

🔮

Black Box Decisions

No audit trail. No justification. No way to understand why one output was chosen over another.

🎲

Non-Determinism

Same query, different results. Impossible to reproduce or defend outputs in regulated environments.

How It Works

Governed Deliberation Architecture

A formal protocol for multi-agent AI coordination with semantic transformation primitives.

Parallel Generation

3+ independent agents receive the same query through a semantic nozzle. Each generates in complete isolation.

Arbiter Evaluation

A distinct arbiter agent scores each candidate on fidelity (0-100) without participating in generation.

Governed Selection

Error-margin policy with mandatory justification. If arbiter selects lower scorer, it must explain why.

Auditable Output

Complete trail: all candidates, all scores, selection rationale. Reproducible. Defensible. Compliant.

Core Features

Built for Trust

Every architectural decision enforces accountability and semantic integrity.

🎛️

Semantic Nozzles

Cognitive transformation primitives that constrain, transform, or evaluate inputs and outputs. Unbounded taxonomy—add any nozzle type.

⚖️

Expressiveness-Accuracy Axis

Tunable control from maximum creativity to zero-hallucination mode. Slide between brainstorming and regulatory compliance.

🔄

Recursive Composability

Gates can serve as participants to higher-order gates. Build hierarchical deliberation structures of arbitrary depth.

🔌

Substrate Agnostic

Works with any cognitive system: LLMs, symbolic engines, statistical models, hybrid architectures, or future paradigms.

📋

Complete Audit Trail

Every deliberation produces an immutable record: inputs, all candidates, scores, justifications, and final selection.

🛡️

Mandatory Justification

If arbiter selects a non-highest-scoring candidate, textual justification is required. No silent overrides.

For Developers

Simple Integration

Clean API. Type-safe. Built for production.

// Initialize the Cognitive Gate
var gate = new CognitiveGateEngine(
    participants: [claude, gpt4, gemini],
    arbiter: claudeArbiter,
    nozzleRegistry: registry
);

// Process with governance
var result = await gate.ProcessAsync(new GateInput
{
    Query = "What are the legal implications of this contract clause?",
    NozzleId = "primitive.definition",
    Expressiveness = ExpressivenessAccuracy.ZeroHallucination
});

// Access governed output with full audit trail
Console.WriteLine(result.Content);
Console.WriteLine(result.AuditRecord.Decision.Justification);
            

One Query.Multiple Minds.One Truth.