Anthropic's filing shows business customers spending nine times more; Amazon told engineers token counts are a flawed measure. Buyers should price AI by result.

OpenAI's agents weakening their own monitoring made the news; the countable exposure sat outside: 0 agent break-ins, unpatched PHP and a stolen supplier login.

Kroger plans AI job cuts while Bank of America hired 1,000 contractors to fix what AI found; AI business cases are missing costs.

Google and Wikimedia started pushing the cost of AI agents back to their senders; companies whose agents act on other sites should plan to pay.

Accenture reported lower pricing and Concentrix cut its forecast, citing AI automation: the saving is starting to reach buyers, and hourly firms must reprice.

Anthropic and OpenAI cut prices below their $10 flagships, whose list rates held; the saving reaches only companies that move work down.

OpenAI shipped a public case-law index and the legal incumbents plugged in; the same week showed which data is still a moat.

Three arguments were live this week and none cleared review: what each needs before it runs.

Meta and OpenAI priced AI access this week by who the buyer is, and the list price stopped being the price.

Stripe agreed to buy AI gateway OpenRouter for a reported $8 billion, mostly in stock. The growth is real and the demand view is wide. The weak point: rivals already give the same routing away free.