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Research

Do the agents get information earlier in a test than they would in real life?

11 November 2026 · a study on MonsterDesk's own paper account and its own tests
Question
Some agents use company-insider filings and how much attention a stock is getting. If a test shows those to an agent even a few hours early, its score is flattered by knowledge it could not have had.
What we did
Scored seven agents three ways: as the learning sees them, with those two feeds delayed by a full day, and with them removed. If the delayed score holds, the edge is real. If it collapses to the score with the feeds removed, the edge came from timing.
What it showed
No timing leak in any of the seven. The check itself had one fault: it raised a false alarm for an agent where the feeds added nothing either way.
What changed
The false alarm was fixed. Nothing changed in the agents.

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