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Applied AI·October 27, 2026·1 min read

AI disinformation is outpacing platform moderation before US midterms

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AI-generated election misinformation outrunning scaled-back human moderation means trust and safety risk is shifting from platforms to every organization with a public footprint. Comms and security teams should assume they’ll face convincing fakes this cycle and pre-plan detection, escalation, and response—not rely on platforms to catch them.

Applied AI

Anthropic's S-1 shows an 85% gross margin in H1 from running its models, a reality check for skeptics who said pay-as-you-go model sales wouldn't be profitable

An 85% gross margin on model usage per [The Information](https://www.theinformation.com/articles/anthropics-85-margin-reality-check-skeptics) says the core API business can throw off software-like economics even under pay-as-you-go. Expect sustained price competition at the model layer and more pressure on downstream vendors to justify their take on top.