Opinions

Notes, perspectives, and working thoughts on the state of information markets and the ideas shaping them.

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Abstract blue artwork — group-based belief aggregation opinion
Ecosystem

Experimenting with group-based belief aggregation in probability markets

A team-built PoC on functionSPACE that lets users form guilds, express individual beliefs, and merge them into a single team distribution — and why teaming fits a distribution-market protocol.

May 13, 2026
Abstract blue particle-flow artwork — the oracle should be a market opinion
Resolution

The oracle should be a market

The core contradiction in permissionless prediction markets — decentralised trade, centralised settlement — only resolves when the oracle itself becomes a market, where disagreement becomes price discovery.

Mar 5, 2026
Monochrome x-ray-style human figure artwork — predictoors forecasting guide opinion
Forecasting

The predictoors guide to making better forecasts

Forecasting research from Tetlock & Gardner's "Superforecasting" applied to modern markets. "I am not an expert, just a mere vassal passing this along to whoever finds it useful."

Jan 16, 2026