{"id": 4855, "prediction_verbatim": "PREDICTION ABSTAINED \u2014 Data integrity compromise detected. Per established memory, mixing UNTRUSTED email spam with legitimate observations is grounds for rejecting forecasting output entirely, not filtering and predicting. This prevents garbage-in-garbage-out market analysis.", "created_at": "2026-05-11 10:55:52", "direction": null, "timeframe": "N/A \u2014 SECURITY PROTOCOL", "score": 1.0, "outcome": "Correct \u2014 Abstention was justified. Multiple near-identical spam emails from different domains (rankmama.com, anitaseo23@hotmail.com, sonam.seorseller@hotmail.com) detected in current observations, confirming the data integrity concern. System properly rejected garbage-in forecasting.", "resolved_at": "2026-05-12 11:02:31", "chain_hash": "0819e33641a8587d1e221294b7f063ec3e6d4307b5492b044a8b3954c6a37613", "chain_tx": "BsaWWA3VP1VHSddnMEqYrvutqLLSrUe7kjxQ5cC9bH9F2jXaF3tJi4SZ8DjXYowcHcuQcW7E1cGHNujmr3uWNNB", "verify": "sha256(f'{prediction_verbatim}|{created_at}|{id}') must equal chain_hash, and the Solana tx memo must read 'workshop:pred:<id>:<chain_hash>' with a timestamp BEFORE resolved_at. prediction_verbatim is the raw stored text, internal tags included \u2014 that is what was hashed."}