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Applied AI·June 25, 2026·1 min read

OpenAI says nearly all its employees have switched from chatbots to Codex agents, but every number comes from OpenAI itself

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If 98% of OpenAI employees truly moved from chatbots to Codex agents in under a year, that’s a concrete picture of what agentic AI adoption could look like inside a tech-forward org. For operators, the takeaway isn’t the exact number—it’s to start mapping where task-level agents could replace generic chat in your own workflows and how you’ll measure that shift.

Applied AI

Elastic announces a ~7% reduction in its workforce, and says "advances in AI and automation are letting us operate with leaner teams"; ESTC closed down 8.70%

A 230M‑parameter model outperforming 4× larger peers on data extraction and running on phones, laptops, and robots is another data point that small, specialized models will eat a lot of enterprise workloads. If you’re defaulting to frontier LLMs for structured data tasks, you’re likely overpaying on latency, cost, and deployment complexity.