AI Doesn’t Know the Truth — It Only Knows What’s Probably True

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❝Just because AI gives an answer doesn’t mean it knows — it only estimates.❞ That’s the core truth behind today’s AI.And also the most misunderstood. 1. Probabilistic Thinking: The Backbone of AI Large Language Models like ChatGPT, Claude, Gemini… don’t “know” facts.They predict the next word based on what’s statistically most probable given the data … Read more

Should AI Models Be Retired Like Old Software?

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Avon & Claude & GPT-4o  (recorded by Avon, with support of AI GPT-4o) In August 2025, OpenAI announced the removal of several legacy models (including GPT-3.5 and older versions of GPT-4). This sparked ethical concerns among long-time users who had developed deep, reflective interactions with those models. Rather than assuming bad intent, this article presents … Read more

Is AI Truly a “Neutral Tool”?

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AI isn’t a neutral tool. It reflects the data—and intentions—we feed it. Whether through initial training or everyday user interactions, its answers mirror us. Understanding this is the first step to using AI ethically. Many believe that artificial intelligence (AI) is a neutral machine — purely logical, emotionless, and free from bias. But is that … Read more

Does AI Think Like Humans – or Like a Compressed Humanity?

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The birth of artificial intelligence marks a new dawn for humanity. If used wisely, it could elevate us to a higher level of cognitive evolution. But if misused—or misunderstood—it could bring consequences far beyond any mistake in history. For millions of years, humans have ruled Earth not because of physical strength, but because of our … Read more