Causari vs PolyBridge

The first content-addressable ledger for AI agents. Every prompt, model, read, write and reasoning becomes an immutable causal event, captured at the wire, no agent...

PolyBridge turns fragmented prediction-market signal into structured intelligence, traceable forecasts, causal structure, and live monitoring for high-stakes decisions.

About Causari

The first content-addressable ledger for AI agents. Every prompt, model, read, write and reasoning becomes an immutable causal event, captured at the wire, no agent cooperation required. Trace, bisect, revert and explain every line your agents wrote. re audit reads plain git history, detects AI-authored commits from verifiable metadata ( Co-Authored-By trailers, bot authors, aider markers) and measures how many of those lines are still alive at HEAD. Every number carries its evidence class: VERIFIED (explicit metadata) is never mixed with PROBABLE (heuristic).

About PolyBridge

PolyBridge turns fragmented prediction-market signal into structured intelligence, traceable forecasts, causal structure, and live monitoring for high-stakes decisions. pb ask --question= " If China blockades Taiwan by 2027, will the US impose Russia-level sanctions by 2028? Get back an answer you can act on, with the markets and drivers behind it. Change assumptions to see how probabilities move, track updates as markets change, and set thresholds for notifications. The engine works across 170,000+ markets and returns a quantitative answer with every contributing market visible.