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Applied AI·November 6, 2026·1 min read

Ramp data shows AI spending stalling just as Anthropic nears its IPO

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Ramp seeing AI usage climb while spend stalls—driven by price cuts and tighter cost controls—suggests the first wave of ‘blank check’ AI budgets is over. If you sell AI, expect harder ROI scrutiny and multi-vendor optimization; if you buy, this is the moment to renegotiate and right-size commitments.

Applied AI

'AI security controls are only as strong as the wider application environment around them': OpenAI forced to patch after experts bypass ChatGPT 'lockdown mode' to gain access to entire chat history

A simple HTML popup bypass exposing full chat histories shows that AI ‘lockdown modes’ are only as strong as the surrounding app surface. If you’re integrating assistants into sensitive workflows, threat-model the entire UI and session stack, not just the model and its policies.