
Uber Burned a Year of AI Budget in 4 Months
Uber burned its annual AI budget in about four months and capped tools at $1,500. What per-token cost curves teach owners about budgeting agentic AI.

Uber burned its annual AI budget in about four months and capped tools at $1,500. What per-token cost curves teach owners about budgeting agentic AI.

OpenAI's $4bn DeployCo and Microsoft's $2.5bn Frontier embed vendor engineers in your operations. Name who owns the integration before you sign.

Google DeepMind scrapped a nearly finished Gemini base model and moved the launch to 17 July. The sunk-cost discipline behind the call, and the trap it sets for buyers.

On 9 July 2026 Mistral put prompts and skills under version control, ownership and audit logs. The real story: the instruction has become your software, and most European firms run it ungoverned.

A Robert Half survey of 2,000 US hiring managers found 32% rehired for a role they cut for AI, and finance led at 44%. The lesson is about decision process, not AI.

Nvidia now lends and buys back the GPUs it sells. A calm owner-facing lesson on separating real demand from vendor-subsidized demand before you extrapolate.

Microsoft is cutting most internal Claude Code by 30 June 2026 and Uber burned its 2026 AI budget in four months, because consumption-priced AI costs more the more it works. The decision lesson: budget the fully-adopted case, not the pilot.

Ford spent three years rehiring 350 veteran engineers after leaning too hard on AI for vehicle quality. The decision lesson: the expertise you automate away may live only in people's heads, and letting them leave is irreversible.

On July 2 Mark Zuckerberg told Meta staff that AI agent progress had not accelerated as expected, even as the company plans up to 145 billion dollars of AI spending in 2026. The decision lesson is base rates over vendor roadmaps.

Google's 2026 environmental report pairs record efficiency with a record 37 percent rise in electricity use. The decision lesson for owners: a per-unit efficiency claim never caps a total bill.
Page 11 / 11
One considered note on infrastructure, governance, and measurement, most mornings. No theory.