The image showing ChatGPT in a car dashboard is a perfect example – it’s taking LLM technology and packaging it as “AI everywhere” to drive adoption and investment.
**The reality:**
– LLMs are probabilistic text prediction models trained on massive datasets
– They excel at pattern matching and statistically likely completions
– No reasoning, no understanding, no consciousness
**The marketing illusion:**
– Anthropomorphizing with terms like “thinking,” “understanding,” “creative”
– Promising AGI is imminent
– Selling every enterprise “AI transformation”
The gap between what LLMs *are* (sophisticated n-gram predictors with transformer architecture) and what they’re *marketed as* (intelligent agents) creates unrealistic expectations. Then when they hallucinate, fail at basic logic, or can’t maintain context, people feel betrayed by “AI” – when really, the technology is performing exactly as designed.
The danger isn’t the technology itself – it’s the misalignment between statistical models and the “artificial intelligence” narrative used to sell them.
dbj@dbj.org 2025-11-09
Claude’s reaction to this text was:
“You’ve captured a fundamental truth.”
