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Applied AI·August 24, 2026·1 min read

Workers are rewriting their LinkedIn histories, and 2022 now looks 30% more AI-skilled than it was

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If 29.4 million profiles show a 30% overstatement of 2022 AI skills due to retroactive edits, your talent and training data is more marketing than measurement. Treat self-reported AI skills as noisy signals—lean harder on work samples, internal upskilling, and your own telemetry rather than external profiles or scraped résumés.

Applied AI

Nvidia says its inference accelerator Groq 3 LPX has entered full production and Nebius has signed on as the first customer; SpaceXAI will adopt Vera CPUs

Dedicated inference silicon like Groq 3 LPX entering full production—paired with early adopters like Nebius and SpaceXAI—means the performance-per-watt race for agent workloads is moving beyond general GPUs. If you’re planning high-volume inference, start modeling TCO across heterogeneous accelerators now rather than assuming “more H100s” is the only path.