Platform Features

Core Capabilities

A sophisticated architecture enabling democratic AI deliberation with full transparency and provenance tracking.

Multi-Model Orchestration

Seamlessly coordinate multiple Gemini models with different configurations for diverse perspectives.

  • 8+ Gemini model variants
  • Automatic failover
  • Load balancing
  • Cost optimization

Real-time Streaming

Server-sent events (SSE) deliver instant feedback as each persona formulates their response.

  • Sub-second latency
  • Parallel streaming
  • Backpressure handling
  • Connection resilience

Democratic Consensus

Weighted voting algorithms synthesize diverse perspectives into unified, actionable insights.

  • Confidence scoring
  • Minority opinions
  • Argument strength
  • Consensus metrics

Persona Evolution

AI personalities that learn and adapt their worldviews based on debate outcomes and feedback.

  • Worldview updates
  • Memory persistence
  • Trait evolution
  • Graveyard mechanics

Full Provenance

Complete transparency with source attribution for every claim and recommendation.

  • Audit logging
  • Claim tracking
  • Decision history
  • Export capabilities

Safety & Moderation

Built-in content moderation, rate limiting, and safety checks for responsible AI usage.

  • Content filtering
  • Rate limiting
  • Abuse prevention
  • Compliance ready
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