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Insights & Updates

Thoughts on democratic AI, multi-agent systems, and the future of collaborative decision making.

Announcement

Introducing PolyMind: Democratic AI Decision Making

How we built an AI Council that harnesses diverse perspectives to make better decisions through structured debate.

PolyMind Team•January 15, 2025•8 min read
Research

The Psychology Behind AI Personas

Understanding how different cognitive frameworks and worldviews create more robust AI reasoning.

Research Team12 min read
Engineering

Streaming Architecture with Gemini 2.0

A deep dive into building real-time streaming debates with Server-Sent Events and Next.js.

Engineering10 min read
Research

Consensus Algorithms for Multi-Agent Systems

How we weight votes, measure confidence, and synthesize agreement from multiple AI perspectives.

Research Team15 min read
Ethics

Building Trust Through Provenance

Why tracking the source of every claim matters for responsible AI deployment.

Ethics Team6 min read
Research

The Graveyard: Learning from Retired Personas

How evolutionary pressure shapes our AI council and what we learn from deprecated perspectives.

Research Team9 min read