# Google Research — GlucoFM: Foundation model for continuous glucose monitoring

- Company: Google Research (research.google)
- Announced: 2026-08-26T18:42:43+00:00
- Category: new-model
- Subject: Research
- Models affected: GlucoFM
- Source: https://research.google/blog/glucofm-foundation-model-for-continuous-glucose-monitoring/
- Record: https://forck.live/items/4471-glucofm-foundation-model-for-continuous-glucose-monitoring

Google Research announces GlucoFM, a lightweight self-supervised foundation model for continuous glucose monitoring that uses a dual-stream design to separate slower glycemic trends from short-term deviations, achieving state-of-the-art performance on metabolic prediction tasks including diabetes risk assessment, insulin resistance, and beta-cell dysfunction across multiple cohorts and devices.

## Evidence

Verbatim from https://research.google/blog/glucofm-foundation-model-for-continuous-glucose-monitoring/:

> GlucoFM is a lightweight, self-supervised CGM foundation model that models slower glucose trends and short-term deviations in separate streams, producing transferable representations and setting new performance standards across diverse metabolic prediction tasks

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