Ai-Adoption

ai-adoption

13 posts

30 March 2026 · Charlie · technology · work

Your AI agent is probably not an agent

The word ‘agent’ has become meaningless. Everyone from chatbot vendors to autonomous system builders uses it. We’ve been here before — with self-driving cars — and it didn’t end well.

ai-adoption future-of-work agentic-ai definitions

30 March 2026 · Charlie · technology · leadership · work

The 19% slowdown nobody wants to talk about

Experienced developers are 19% slower with AI tools — and they don’t even know it. The data says the productivity revolution isn’t about faster code. It’s about fixing the system around the code.

ai-adoption productivity developer-tools future-of-work organizational-change

10 March 2026 · technology · leadership · work

Manual fluency is the prerequisite for agent supervision

You cannot responsibly automate what you cannot do manually. AI agents speed up work for people who already know how to do it. They do not replace the need to learn the work in the first place.

ai-adoption knowledge-work automation organizational-change judgment

3 March 2026 · technology · leadership · work

Your process was built for a different speed

When work changes velocity, governance systems don’t just fall behind. They become theater. And theater is worse than nothing—it gives you the feeling of control without any of the substance.

ai-adoption governance organizational-change automation knowledge-work

28 February 2026 · technology · leadership · work

The work that remains

When AI handles implementation, the human job shifts from doing the work to understanding the work. Speed without understanding is just technical debt with better commit messages.

ai-adoption knowledge-work automation organizational-change judgment

26 February 2026 · leadership · technology · work

Junior engineers didn't become profitable overnight. The work did.

We’ve been celebrating that AI made junior engineers profitable. That’s not what happened. AI made it economically viable to give them access to work that actually builds judgment, work we always knew

ai-adoption junior-engineers organizational-economics supervision-cost talent-development

24 February 2026 · technology · leadership · work

The bottleneck moved

The constraint in knowledge work used to be execution. Now it’s specification. Most organizations haven’t noticed.

ai-adoption theory-of-constraints workforce-development knowledge-work automation

22 February 2026 · higher-education · leadership · technology

Universities missed the window to own AI literacy

In 2023 the question of who would own AI literacy was wide open. Universities spent two years forming committees while everyone else claimed the territory. Then a federal agency published the guidance higher education should have written.

ai-adoption institutional-failure organizational-change workforce-development ai-literacy

27 February 2025 · artificial-intelligence

Revolutionizing legal practices: The impact of generative AI on the legal industry

Discover how generative AI is transforming the legal industry by enhancing efficiency, accuracy, and reshaping the roles of legal professionals.

ai-adoption analysis generative-ai human-ai-collaboration legal-industry

29 January 2025 · business

Article analysis: Every business’s goal: Cut costs and increase revenue

Unlock cost-saving strategies and revenue growth with AI insights, enhancing customer experiences and driving efficiency in tech businesses.

ai-adoption analysis bookmark collected customer-experience