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Strengthening Critical Thinking and Human Judgment in an AI-Supported World
The New Decision-Making Environment Artificial intelligence is becoming part of nearly every decision-making environment. It helps professionals analyze data, students organize information, consumers compare options, and leaders identify patterns that may otherwise be difficult to see. These capabilities can improve speed, efficiency, and access to knowledge. They can also create a dangerous illusion. When an answer appears quickly, clearly, and confidently, it can feel compl
Michael McClanahan
Jul 2210 min read


Recognizing the Hidden Signs of Complacency in the Age of AI
The Quiet Shift We Rarely Notice Artificial intelligence has become so woven into daily life that many people barely notice its influence. It recommends what to watch, suggests what to buy, summarizes what to read, organizes schedules, drafts messages, analyzes information, and helps people make decisions faster than ever before. These capabilities are valuable. They save time, reduce repetitive work, and make complex tasks easier to manage. Used thoughtfully, AI can expand h
Michael McClanahan
Jul 2010 min read


Awareness May Be the Most Important Skill of the Future
Jeff reached for his phone before he even got out of bed. Within minutes, he had checked the news, answered messages, glanced at social media, and accepted recommendations generated by algorithms he never considered. His morning felt productive, yet he had made dozens of decisions influenced by systems he barely noticed. Later that day, he realized he could remember very little of what he had consumed. The experience raised an important question. Was he directing technology
Michael McClanahan
Jul 23 min read


Technology Needs a Conscience: The Day Convenience Made the Decision
Always keep your Conscience in Tact Emily approved a loan application with a single click because the system had already analyzed thousands of variables and recommended a decision. The software was fast, efficient, and remarkably accurate. As she prepared to move to the next case, she paused. Something about the applicant's story seemed unusual, and she chose to review the file herself. Her instincts proved correct. A recent life event had not been reflected in the data, and
Michael McClanahan
Jun 304 min read


How Human Agency, Empathy, and Emotional Resonance Keep Us in Command Over AI
Arguing with a robot is like debating gravity; it doesn’t care, and it won’t change. Artificial intelligence is not built to be believed . The reality is that it is built to calculate. It doesn’t hold opinions, only probabilities. It doesn’t feel challenged, insulted, or inspired. When we try to argue with a machine, we are not changing its mind ...We are exposing our own humanity. The purpose of AI is not to win arguments, but to expand human awareness. We should not strive
Michael McClanahan
Nov 6, 20255 min read


Why Robots Don’t Get Mad at Other Robots
The Calm Circuitry of Machines Robots do not get mad at other robots. That single observation captures an essential truth about artificial intelligence: it does not feel. It does not envy, resent, or experience the frustration that fuels human progress or dissent. When an algorithm miscalculates or a robot malfunctions, there is no emotional fallout: No grudge, no ego, no internal dialogue about blame or fairness. There is simply a return to function, a recalibration, a cold
Michael McClanahan
Nov 5, 20255 min read
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