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AI models' written reasoning steps correspond to distinct internal patterns, a new study finds

12 September 2026 at 13:39

A multi-stage pipeline made up of colorful geometric shapes and arrows symbolizes structured information processing.

Reasoning steps like calculation, formula retrieval, and deduction are clearly separable in a model's internal states, especially in the middle layers. That matters for AI safety, because models process more than their visible chain of thought reveals.

The article AI models' written reasoning steps correspond to distinct internal patterns, a new study finds appeared first on The Decoder.

Google's new AI model predicts the future from sales data, weather, and discount schedules

12 September 2026 at 09:26

Melting ice flows toward shops, calendars, and discount icons, symbolizing rising sales during the summer season.

Google Research has released TimesFM-3, a forecasting model that analyzes time series alongside related data and known future events like sales promotions or weather forecasts. Instead of predicting the future step by step, the 330-million-parameter model fills in all future time points in a single pass, which cuts compute time and reduces compounding errors.

The article Google's new AI model predicts the future from sales data, weather, and discount schedules appeared first on The Decoder.

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