Beyond Market Intelligence/reward labels

reward labels

Beyond Market Intelligence keeps reward labels in one place: one story so far. The section currently leads with “When an AI trusted bad data over its own training”. A trusted AI agent chose bad data over its own training. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every reward labels story on Beyond Market Intelligence, newest first.

Towards Data Science

When an AI trusted bad data over its own training

A trusted AI agent chose bad data over its own training. A new research paper suggests reward labels barely shape how agents learn, so I tested that across three models. One of them did exactly what the wrong labels told it to, even when it knew better. That raises uncomfortable questions about where an agent's real loyalty lies. For a deeper look at how decision models can reshape agent behavior, see *How Your Agent's Tools Can Make Smarter Decisions*.