AI labs say models now replace expert judgment. The same labs are paying billions to buy that judgment written down. Both things are true at once.
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.
A Nature Human Behaviour paper names marketing among the affected industries. Polishing with AI keeps what you said and flattens how you said it.
The addressable market Anthropic is pitching investors is not measured in software licenses. It is measured in the human labor its models could replace.
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.
OpenAI published first results for its Broadcom-built inference chip: more throughput and lower latency at once, with 40 to 60% less power. Vendor numbers.
Gemini Enterprise for Legal shipped August 25 with Cleary, Freshfields and Weil. Harvey appears inside it as an MCP integration rather than a rival.
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.
Thomson Reuters built a legal model that beats GPT 5.4 and Claude Sonnet 5 on its own content. The final training run cost $450,000. The corpus is the moat.
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