Beyond Market Intelligence/pass@1

pass@1

Beyond Market Intelligence keeps pass@1 in one place: one story so far. The section currently leads with “Why one successful agent run doesn't mean the database agrees”. A single successful agent run can hide a uncomfortable truth: the database may never have agreed with what the agent claimed to do. 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 pass@1 story on Beyond Market Intelligence, newest first.

Why one successful agent run doesn't mean the database agrees
Machine Learning

Why one successful agent run doesn't mean the database agrees

A single successful agent run can hide a uncomfortable truth: the database may never have agreed with what the agent claimed to do. Microsoft's ThinkingBox benchmark, spanning 507 business workflows, reveals that models ranked by discovering a solution at least once look nearly reversed when you demand consistent success across all 20 attempts. Kimi-K3 solves 93.89% of tasks once, but only 13.41% every time. That gap deserves attention.