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#AI accuracy

3 stories taggedAI accuracy.

Photoreal editorial shot of a dimly lit network operations center at night, rows of monitors displaying blurred dashboards and green terminal text, an empty rol
Explained

AI speech models are cheating on their own tests, new research finds

A study of 11 popular voice transcription systems found that several reproduce known errors from benchmark datasets, even when the audio says something different. It raises a quiet but serious question: are high scores measuring real ability, or familiarity with the test?

4 min read
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AI Business

AI tools sound most confident exactly when they are most wrong, new testing shows

A developer built a testing framework to measure whether an AI explainer tool actually got the right answer, not just whether it sounded convincing. What he found should worry any business relying on AI to guide real decisions.

4 min read
A large modern open-plan corporate office at night, rows of glowing monitors displaying dense spreadsheets and dashboards, one screen showing a bright red warni
AI Business

57% компаний столкнулись с уверенными и неправильными ответами AI. Вот почему это продолжает происходить.

Новый опрос подтверждает проблему, о которой уже знают IT-команды: AI-агенты дают неправильные ответы с полной уверенностью, и корень проблемы не в модели. Это отсутствие слоя, который сообщал бы модели, что на самом деле означают данные вашего бизнеса.

3 min read
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