In 2026, generative AI tools like ChatGPT, Copilot, and DeepSeek ( and more) are known by almost everyone. These tools can make you faster and more efficient. In project management, you can accomplish a lot with them. However, you'll only benefit if you use them correctly. Otherwise, you'll come across as unprofessional and amateurish.

Here are the 7 mistakes that instantly reduce trust in you (and how to avoid them). 

If you look closely at the current wave of generative AI, a sobering reality sets in: almost everything we call "artificial intelligence" today is actually just looking backward.

When we ask an AI to write a line of code, draft a strategy, or predict market trends, we aren't asking it to think. We are asking it to look at a mountain of historical data and make an educated guess.

To understand where the technology is actually going, we have to look at how AI processes time. The evolution of AI isn't just about getting "smarter"—it’s about moving from a system that remembers the past to a system that can simulate the future.

Here is the three-part framework defining the past, present, and frontier of AI.