How it learns
Every call becomes a memory.
Every memory changes what you see.
- 01
Log a call
Who said it, the asset, the target, the deadline and how sure they were.
Tatum Data API · price at call - 02
Score it
At the deadline the live price marks it right or wrong, automatically.
Tatum Data API · price at deadline - 03
Remember it
Calls, outcomes, lessons and insights are written as plain-English memories.
Walrus Memory · remember() on mainnet - 04
Let memory decide
Recalled memory sets trust, weighs the crowd, briefs you and answers questions.
Walrus Memory · recall()
Trust-weighted consensus
The loudest voice stops winning.
Every voice gets a trust score learned from its scored calls, with confident misses costing the most. The crowd view counts heads; Hindsight weighs them by track record, and flags when memory flips the crowd.
Portable, verifiable memory
Delete the database. Trust survives.
The local state is only a cache. Every trust score can be rebuilt from Walrus alone, and every memory is a blob on Sui mainnet that anyone can look up. A reflection step reads the memory back and writes new insights to it.