Ezra Klein, "The Matrix", and Big Tech's current efforts to trivialize LLMs

Last update: 5/31/23 

Once again, the editor of this blog calls his readers' attention to some cogent observations about artificial intelligence (AI) from Ezra Klein, his favorite public intellectual. Mr. Klein's observations appeared in a recent NY Times op ed ==> "Beyond the ‘Matrix’ Theory of the Mind", Ezra Klein, NY Times, 5/28/23. As the editor suggested in a previous note on this blog, "Ezra Klein: the public intellectual as AI critic", Klein is brilliant and well informed; but he is not an AI expert, so his incisive comments illuminate the limits of what can be understood about large language models (LLMs) and other AI technologies by non-experts.

Developing reliable specialized large language models (LLMs) for the multi billion dollar online/hybrid education market

Last update: Friday 5/12/23 

Why did OpenAI release ChatGPT with the GPT-3.5 model, then with GPT-4, even though both models were prone to factual errors, bias, and "hallucinations". Open AI claimed that it did so, even at the risk of being banned in some countries (e.g., Italy temporarily), in order to learn from widespread user experience with the flawed models.