The real shift is not technological, it’s sociological. Most users, the nonexperts, will simply adopt whatever OpenAI, Google, Microsoft, Perplexity, Anthropic, or others give them, using those models like cognitive appliances: plug and play, nothing more, and they will share all the data they generate with these companies, that will exploit them (aka “monetize them”) to oblivion.Months ago, I warned about “shadow AI” : employees moving faster than their companies, using AI without permission or training, w ...