Using AI to Stretch Your Reach Without Losing Grip

AI extends what you can do beyond what you can physically grasp. It closes the gap between your short grasp and your long reach. But don’t mistake this for deeper insight. AI makes your work broader, not necessarily better.

Michael Polanyi said, “You do more than you can know.” AI embodies that. It surfaces connections and associations your mind would never place side by side. That’s its real value: generating options and expanding your capability.

Terence Tao noticed AI’s style shift. Mathematical papers now include more code and pictures. AI doesn’t deepen Tao’s work but broadens it. It’s a tool for adjacency, not mastery.

Discipline matters. It took one author 18 months to find a system for effective AI use, then two more years to prove its value. Most people just use AI to summarize what they could read themselves. That’s a waste.

Good AI use depends on judgment. Knowing what to ask, how to frame it, and when to push back. Greg Twemlow advises practicing tough conversations with AI as a sparring partner, not a tyrant: “Help me practise this conversation. Play the other person and push back realistically, but do not be cruel.”

AI is a co-pilot, not a navigator. It can help turn fog into a first step and separate facts from stories or assumptions. Using AI less like a search engine and more like a thinking partner improves results.

Prompting is the first step: ask AI to do one thing well. Automating links prompts to tools. Orchestrating chains agents into end-to-end workflows. Modern no-code platforms make this accessible to non-coders.

AI tools can generate plots in minutes that once took hours. You can build AI prompts into daily workflows that fire every morning. This turns AI from a novelty into a productivity multiplier.

But beware the flaws. AI has limits—it does not fix dilettantism; it extends a lifeline to it. Alberto Romero put it bluntly: “A man’s reach should exceed his grasp, else what’s vibecoding for?” The lesson: use AI to stretch reach wisely, not recklessly.