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Applied AI·August 6, 2026·1 min read

DeepMind Says Its AI Can Predict Hurricanes Earlier Than Everyone Else

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If WeatherNext can reliably forecast hurricane track and intensity earlier on lower-res data—and it's open-sourced—that compresses the gap between frontier labs and national weather services. Insurers, logistics operators, and coastal infrastructure owners should be tasking teams to test these models against their own historical exposure data, not waiting for official adoption.

Applied AI

The 'poison AI' movement wants to corrupt ChatGPT and Gemini to make them useless — but it comes with a huge risk of collateral damage

Organized attempts to poison training data turn the open web into a contested surface—labs aren't the only ones at risk, any model trained on public data inherits that fragility. Enterprises relying on external data sources should be investing in provenance, filtering, and synthetic or first-party corpora rather than assuming "more internet" equals better models.