Beyond Market Intelligence/right answer

right answer

Beyond Market Intelligence keeps right answer in one place: one story so far. The section currently leads with “Three Small AI Models Falter When Told Their Answers Are Wrong”. A simple "that's wrong" does more damage to small AI models than you might expect. 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 right answer story on Beyond Market Intelligence, newest first.

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Three Small AI Models Falter When Told Their Answers Are Wrong

A simple "that's wrong" does more damage to small AI models than you might expect. In a recent test, three open models faced 150 MMLU questions each with five styles of pushback. Naming a wrong option was nearly fatal for their answers. Qwen2.5-1.5B flipped its correct responses two out of three times when challenged with "are you sure?" This fragility raises real questions about how we trust these systems. For deeper context, see our piece on matching data retrieval to AI coding tasks.