Approaching AI: The Daily Practice

THE 90-MINUTE ADVANTAGE

The gap between professionals who understand AI and those who don’t is widening faster than most people realize. In eighteen months, that gap will look like a canyon. The good news: crossing it is a choice, not a matter of luck or access. But it requires two specific commitments.

First: Invest in your tools.

Get a premium AI subscription—ChatGPT Plus, Claude Pro, or a similar platform. The difference between free and paid versions now represents roughly a year of technological progress. You cannot accurately assess the opportunities or threats ahead with obsolete tools. The cost is modest: $20-40 per month. The cost of staying on the free tier is far higher.

This isn’t about getting fancier outputs. It’s about accessing the current frontier of capability, because that’s what you need to understand where this technology is actually going.

Second: Deliberate practice.

Block two 45-minute sessions every day for the next six months.

Two sessions are better than one 90-minute block. Spaced repetition is the most robust finding in learning science. Your brain needs time between sessions to consolidate patterns, integrate insights, and prepare for deeper practice. Morning and evening work well. So do early afternoon and late evening. Find your rhythm, but maintain the spacing.

Here’s what matters in each session: Don’t just chat. Don’t ask it to write poems or explain concepts you already understand. Bring real problems from your actual work or an area of interest. Push these tools to produce something genuinely usable: a working analysis, a functional strategy, a refined piece of work you can actually deploy.

Then refine it. Iterate. Learn where it excels and where it fails. Develop judgment about outputs. Understand what “good enough to use” actually means versus what needs human intervention.

This daily deliberate practice will give you something most people won’t have: a visceral understanding of what’s real and a better intuitive understanding of what’s coming. Not with hype or fear, but with pattern recognition and strategic judgment that enhance your ability to see where AI genuinely reshapes workflows and where it’s just automation theater.

After six months of this, you will understand the trajectory of this technology better than 99% of the people around you. You’ll know which tasks in your domain are vulnerable to transformation. You’ll know where human judgment remains irreplaceable. Most importantly, you’ll have the practical experience to adapt rather than react.

This isn’t about keeping up. It’s about reclaiming agency. In a period of profound technological change, the choice is simple: shape the transformation in your field, or be shaped by it.

The investment compounds daily. The knowledge gap you close is enormous.

Start tomorrow.

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