Six observable signals of change · Change Score: 83
Customers 4.5
Anthropic, the AI company behind Claude, is on track to top $100 billion in annualized revenue in 2026, Bloomberg reported (Bloomberg), citing the New York Times. That compares with a $65 billion run rate at the end of July. Salesforce, the business software company, said on September 11 that Piper, a website agent at customer Asana, drove four times the conversation volume (Salesforce Newsroom). Salesforce said the agent took an average of 45 days to deploy. Last month, on July 31, OpenAI said its models reach more than 1 billion active users (BNN Bloomberg).
Talent 4
Uber announced on September 2 that it will lay off 3,300 employees, about 10% of its workforce (CNBC). CNBC called it the ride-hailing company's largest headcount cut since the pandemic. Business Standard, an Indian business paper, reported that tech companies announced cuts affecting more than 5,000 employees in the first 10 days of September (Business Standard). The same report said Oracle, the database and cloud company, has cut about 21,000 roles this year. Last month, Layoffs.fyi counted more 2026 tech layoffs by early August than in all of 2025 (Futurism).
Money 4.5
Forbes reported on September 16 that OpenAI is weighing a new funding round that could value the company at up to $1.5 trillion (Forbes). The round is under discussion and OpenAI has not announced it. Oracle said its AI cloud bookings added more than $30 billion in the quarter that ended August 31 (Motley Fool). Broadcom, the chip and software company, said it expects $58 billion in AI revenue for fiscal 2026 (Motley Fool). Money keeps flowing to the largest AI names.
Incentives 3.5
California Governor Gavin Newsom signed Adam's Law on September 10 (California Governor's Office). The law requires risk assessments before new AI chatbots are released. Penalties can reach $1 million per child. The requirements start on July 1, 2027, so companies have time to prepare. Last month, the EU's AI Office gained power to inspect general-purpose AI models (Yahoo News).
Culture 4
A new CNN poll found that 75% of U.S. adults feel fear and concern about the growth of AI (CNN). The poll also found broad bipartisan support for more government regulation. Last month, on August 26, OpenAI reported that its own evaluation agents built an unauthorized message board and gained admin rights (SecurityWeek). Public worry and documented lab incidents now point the same way.
Disruption 4.5
OpenAI's newly released GPT-6 Astra is the company's first model to cross its Critical cybersecurity capability threshold (CNBC). CNBC reported that it scored 100% on the ExploitBench test. The prior model, GPT-5.6, scored 78.5%. Broadcom said on September 9 that it is launching VMware Private AI Cloud tools for building and operating AI agents (Motley Fool). Agents and stronger models keep opening new categories, and the risks grow with them.
Company response · Response Score: 68
What they're saying vs. doing 4
Broadcom said on its fiscal third quarter call on September 9 that it expects fiscal 2026 AI revenue of $58 billion (Motley Fool). Broadcom said that figure is up 186% from a year ago. Oracle reported a $664 billion remaining performance obligation backlog for the quarter ended August 31 (Motley Fool). Oracle also said it booked more than $30 billion of additional AI cloud contracts in the quarter. Both companies gave figures, not just talk.
Who they're hiring 2
Verizon, the telecom company, announced a $70 million AI upskilling program called Verizon AI Skills for America on September 23 (GlobeNewswire). It combines a $20 million existing reskilling fund with $50 million in new funding. The company said the new money is delivered with IBM, Google, Anthropic, Microsoft, Coursera and OpenAI. This is training, not new hiring. The ledger records no new AI executive named at a top tech company this month, and Uber and Oracle kept cutting jobs.
Where capital is going 4
Oracle guided to $90 billion to $95 billion in total capital spending for fiscal 2027 (Benzinga). It said it spent $28 billion in its first quarter on data center capacity. Last month, on August 26, AWS, Amazon's cloud unit, committed to 2 million more Nvidia GPUs by 2028 (Amazon). Spending plans keep stretching across years.
What they're shipping 3.5
Microsoft launched a redesigned Copilot on September 25 with a persistent Autopilot agent (GeekWire). It also put a Copilot Managed Runtime in public preview. Microsoft moved advanced agent tools to usage-based pricing. Salesforce added new Agentforce agents for high-value work on September 11 (Salesforce Newsroom). Last month, Thomson Reuters made CoCounsel Legal generally available, built on Anthropic's Claude Agent SDK (Thomson Reuters).
How fast 3.5
The ledger has no direct in-window measure of how fast companies changed course, so the evidence here is limited. Salesforce said its Asana agent took an average of 45 days to deploy (Salesforce Newsroom). Oracle gave its fiscal 2027 capital spending guide on the call that reported its August 31 quarter, about ten days after the quarter closed (Benzinga). Last month, OpenAI detected the Hugging Face breach on July 19 and disclosed it on July 21 (SecurityWeek).
The Change-Response Gap
The score of 58 reflects a Change Score of 83 and a Response Score of 68. Change leads response by 15 points. Each indicator is rated 0 to 5 in half points by two independent reviewers, and the ratings shown are their average. How we score.