Three stories. One pattern.
The model is no longer the hard part.
1. Talent
Anthropic committed $100 million to train people who can deploy AI inside companies. Read the full post.
Lesson: you need someone who owns the rollout.
2. Trust
AI leaders testified under oath at the NYC Council, and lawmakers are discussing liability and independent validation. Read the full post.
Lesson: you need guardrails and a paper trail.
3. Cost
Microsoft is metering Copilot agents with credits. Read the full post.
Lesson: you need to know the price of one result.
What to do on Monday
- Name one owner for your AI projects.
- Write down what your AI tools are allowed to do on their own.
- Set a monthly budget cap for every metered tool.
The bigger picture
The first wave of AI was about access. Anyone could try it.
The second wave is about operations. Who runs it, who is accountable, and what does it cost.
That is a business development problem, not a technology problem. And it is where good strategy still wins.