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Applied AI·November 7, 2026·1 min read

70% of Brits say please or thank you when speaking to AI — and some even apologize

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If 70% of users are saying please and thank you to AI despite skepticism, anthropomorphism is already baked into interaction patterns. Product teams should assume users will project social norms onto agents—and design responses, boundaries, and disclosures with that in mind.

Applied AI

Exponential Time Hypothesis co-proposer Russell Impagliazzo calls OpenAI's disproof "shocking news"; it could one day speed up chip design and break encryption

If ETH is genuinely broken, the long-term map for both chip design optimization and public-key cryptography is now probabilistic, not stable. Treat this as an early signal to shorten crypto-agility timelines and assume some “hard” combinatorial problems may become tractable within a planning horizon, not just in theory papers.