Do You Need an AI Disclaimer on Client Work?
An AI disclaimer for business only helps if the review behind it happened. What to check first, what the line should say, and where it belongs.
How Often Is AI Wrong? What the 2026 Numbers Show
How often is AI wrong? Published rates run from a few percent to a third. See what they measure and how to count your own rate in a week.
What to Demand From Your AI Consultant: KPIs, Milestones, and Accountability for Real ROI
Key Takeaways The Difference Between AI Hype and True Business Value A lot of businesses are buying AI the same way people buy gym equipment in January. There is urgency, there is optimism, and there is a decent chance the thing ends up underused in a corner. That is not because AI lacks value. It…
How Owner-Operated Businesses Can Master Hiring and Retention Using AI (No HR Department Required)
The Invisible HR Team: Why Owner-Operators Are Turning to AI As an owner-operator, you wear every hat in the business, including the often overwhelming HR hat. Between running operations, managing cash flow, serving customers, and putting out daily fires, hiring and people management can slip into reactive mode fast. One rushed hire turns into a…
When Can You Stop Checking Every AI Output?
Reducing AI review burden safely: the evidence that lets you check less, how to sample AI output, and which work stays on full review.
MIT trains 19 professors, California orders AI audits, and OpenAI opens its agent tools
Dear Friend, In our AI Smart Lab session last week, I brought up something I’ve heard from a dozen founders in the last month. They bought the tools, told the team to go do the vendor’s free training, and then wondered why nothing changed. So wewent and looked at that training. Anthropic’s is excellent if…
What Can Your AI Agents Reach? How to Set Limits
AI agent access control decides what an agent can reach. How agents inherit permissions, what to check today, and how to scope one down.
How Do You Know If an AI Tool Is Safe? Four Checks
Is an AI tool safe? Four checks any owner can run in one afternoon, covering data use, app permissions, real proof, and support.
What Should You Ask an AI Vendor? Eight Questions
The best questions to ask an AI vendor cover exit and incident, not features. Eight questions on data use, notice, portability, and proof.
What Should You Never Put Into an AI Tool?
What not to put into AI: six things to keep out of any prompt, why each one causes harm, and the test to run before you paste.
