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Applied AI·October 27, 2026·1 min read

Firefox’s Smart Window adds AI form filling and webpage monitoring

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Browser-native AI that can scrape your open tabs and auto-fill forms turns the browser into the primary personal agent surface—owning this layer means owning context. If you build workflow tools, expect more data entry to be captured at the browser level and prioritize APIs and extensions over bespoke in-app assistants.

Applied AI

Frontier AI labs say their models refuted the Exponential Time Hypothesis. What does that mean?

If large models are genuinely helping probe — or refute — complexity-theory conjectures like ETH, they’re becoming tools for discovering new algorithms, not just applying known ones. For operators, the upside is step-change improvements in core primitives like search, optimization, and crypto — but also a moving target for any security or pricing model that assumes today’s hardness results.