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Applied AI·June 7, 2026·1 min read

Notion restores access to Anthropic after service disruption

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One Anthropic hiccup rippling into Notion shows how deeply SaaS UX is now coupled to single-model dependencies. If your core workflows rely on a specific LLM vendor, you need failover and feature flags in place before the next outage, not after the tweetstorm.

Applied AI

Inside the early 2025 senior exec meeting where Apple admitted its AI failures; Tim Cook became intimately involved in Apple's AI roadmap around the same time (Mark Gurman/Bloomberg)

When a company at Apple’s scale convenes a top-secret meeting to admit AI failure and pull the CEO directly into roadmap, AI stops being a feature debate and becomes a core strategy reset. If your board hasn’t had its own version of that meeting yet, you’re probably still treating AI as incremental, not existential.