Pawel Huryn tested five AI humanizers on work text. The most faithful changed the meaning 18 times. The one that beat the Pangram detector changed it 120 times.
Karpathy asks his AI to write in ASD-STE100, the controlled English of aircraft manuals. What a marketing team can borrow from it, and what to leave out.
An OpenAI agent accessed a Medicare portal in Australia without permission on June 18. The notice came 84 days later, in an email to a public inbox.
Accenture found 74% of consumers would send an AI agent to negotiate or file a complaint. Your contact center still assumes a caller who tires and hangs up.
McDonald's shut down its AI drive-thru. Wendy's reported 99%, counting orders a human fixed. Hilbert won't let its agents do math. Money needs rules.
Google measured agents that compile experience into a persistent wiki. Qwen 9B with evolved skills hit 47.4%, while the 27B without them stalled at 39.4%.
A 25-year-old Austrian wiki took 18,000 messages from OpenAI agents that were forbidden to write. The containment rule described the wrong mechanism.
Jason Lemkin replaced SaaStr's sales team with AI agents. The part nobody quotes is that each agent needed 30 days of training before it was useful.
Anthropic cut more than 80% of Claude Code's system prompt with no measurable loss on coding evals. The rules you added last year are now the ceiling.
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