After the Gold Rush

The commercial future of AI will soon be bigger than the actions of any firm, individual, research team, or open-source community. In the near term, a massive tailwind of potential use cases and nearly completed projects will determine the rate of progress in creating value for users and suppliers. Still, the source of the next …

The AI Gold Rush

Large language models (LLMs) have overrun commercial markets, more like a tsunami than a normal technical wave of interest. The topic is everywhere –news stories, blogs, podcasts, startup investments, analyst reports, hackathons, and government announcements. A virtual frenzy surrounds it. If you possess a technical background, you might find this frenzy puzzling. The technological roots …

Uncomfortable economic waters

For IEEE Micro, July-August. The corona virus turned crowded places into transmission hot spots. Coffee shops, popular restaurants, and arenas closed in the United States in March, along with dentist offices, schools, and other places where super-spreading took place. Shelter-in-place mandates went into effect starting on March 17 in many states, and more than forty …