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Read Time: 3 min Stability is a dangerous illusion. We crave it. We look for "stable" jobs, "stable" industries, and "stable" paychecks. We believe that if we just keep our heads down and do the work, we can maintain our position. But physics disagrees. The Complication: The Second Law of Thermodynamics In engineering, there is a concept called Entropy. The Second Law of Thermodynamics states that in any closed system, entropy (disorder and decay) always increases over time. Think of a house. If you do nothing to it, it doesn't stay the same. Dust settles. Paint peels. Wood rots. To keep a house in "stable" condition requires a constant injection of new energy (cleaning, repairs, maintenance). Your career is a system. Most professionals operate as a Closed System.
This is the "More for Less" trap. You work later. You wake up earlier. You try to outrun the decay. But because you are a closed system, you cannot win. You are generating Heat (stress), not Work (progress). The Solution: Become an Open System To reverse entropy, you must introduce an external force. You need Leverage. This is the core difference between a "Worker" and a "Practical Professional."
The "Entropy Audit" Protocol Stop trying to "work harder." It violates the laws of physics. Instead, audit your week for entropy. Look at your calendar. Identify the tasks where you are repeating the same manual process but getting diminishing returns.
The Fix: When I stopped treating AI as a "hobby" and started treating it as my "Senior Partner," I didn't just save time. I reversed the decay. I built tools to flag risks I would have missed. I generated interview prep that out-researched veterans. I didn't get smarter. My system got better. The Takeaway You cannot outwork entropy. You can only out-leverage it. Need a system to stop the decay in your job search? Stay practical, Wyatt |
I spent the last two years deconstructing AI tools to see what actually works for real jobs—not for tech demos. I used these exact methods to land raises, promotions, and a new role, all while reclaiming my weekends. Now, I’m sharing the playbook. Practical, weekly breakdowns of how to use AI to accelerate your career and get your time back.
THE AI BUSINESS PLAYBOOK • Issue: #06 • Read time: 4 min ♟️ Did you know? The "Rational" move is to quit. If you look at the Pinterest layoffs, the rational move is to shrink. If you look at the AI stats, the rational move is to panic. But the people winning in 2026 aren't rational. They are Delusional. Inside: The 3-Step Protocol to weaponize your belief system and secure leverage in a chaotic market. I used to think tweets like that were a joke.Now, I realize it is the only survival...
THE AI BUSINESS PLAYBOOK • Issue: #05 • Read time: 3.5 min ♟️ Are you committing the 10-Hour Trap? Most people spend 10 hours automating a task that takes 10 minutes to do manually. In this issue, I break down the "Essentialist Audit" to stop you from building agents you don't need—and show you exactly when to delete your code instead of optimizing it. If you've spent more than 5 minutes on X or LinkedIn this last month, then you've seen all the crazy amount of "Clawdbot" posts everyone is...
THE AI BUSINESS PLAYBOOK • Issue: #03 • Read time: 3.5 min I'm going to explain how to build an "Automation Engine" for your career. Why spend time learning this? Because "Hard Work" has diminishing returns. There is a ceiling to how many hours you can work, but there's is no ceiling to how many systems you can build. Unfortunately, most people are trapped in the "Busywork Trap." They spend 40% of their week on low-value tasks: Scheduling meetings Formatting data Sorting emails Most people...