Artificial Intelligence and Consumer Deception

The term “AI” creates an image for consumers of thinking, understanding, even consciousness. LLMs like GPT meet none of these criteria – yet they are still marketed as “intelligent.” 🔍 Core Problems: Semantic deception: The term “intelligence” suggests human cognition, while LLMs merely analyze large amounts of text statistically. They simulate language without understanding meanings or pursuing goals. The model has no real-world knowledge but instead makes predictions based on past training data. ...

May 4, 2025 Â· Alexander Renz

Exposing the Truth About AI

🧠 What Is “AI” Really? The term “Artificial Intelligence” suggests thinking, awareness, and understanding. But models like GPT are merely statistical pattern completers – they understand nothing. Statistics ≠ Thinking GPT doesn’t choose the next word because it makes sense, but because it is likely. What it produces is linguistic surface without depth – impressive, but hollow. 🧩 ELIZA vs. GPT – Large-Scale Symbol Manipulation Both ELIZA (1966) and GPT-4 (2023) are based on symbol processing without meaning. The illusion comes from plausible language – not from comprehension. ...

May 4, 2025 Â· Alexander Renz