Serno

Serno is an AI research and analysis tool that assembles a custom team of three to five AI experts to tackle complex questions. Each expert is assigned a real job title, a persona, and a research brief, running on a frontier model selected for the specific task. When experts encounter contradictions, Serno spawns a structured debate with a mandatory adversarial expert to resolve the issue rather than summarize it. The platform provides two output views: a scannable document brief and a navigable map showing frames, connections, and signals. Outputs can be shared via public links or exported to PDF and Markdown.

Key Features

• Canvas: Assembles a custom team of AI experts to research and debate a question from multiple angles.
• AI Council: Multiple AI models deliberate together to provide a compiled verdict.
• Personas: Custom AI experts debate specific topics.
• Model Switch: Access multiple AI models within a single chat.
• Fact Check: Cites sources and flags claims.
• Signal Indicators: Every frame lands with a green, yellow, or red signal and names what could flip it.
• Interactive Steering: Serno pauses and asks for direction when it hits ambiguity in a question.

Key Benefits

• Assembles a team of AI experts with different perspectives to cover blind spots
• Structured debates with adversarial experts force resolution instead of hedging
• Provides both document and map views for navigating complex analysis
• Cites sources and flags claims for fact-checking