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From pilot to scale: Making agentic AI work in health care

From pilot to scale: Making agentic AI work in health care

Over the past 20 years building advanced AI systems—from academic labs to enterprise deployments—I’ve witnessed AI’s waves of success rise and fall. My journey began during the “AI Winter,” when billions were invested in expert systems that ultimately underdelivered. Flash forward to today: large...

3 problems with Google’s AI energy use data

3 problems with Google’s AI energy use data

Google just announced that a typical query to its Gemini app uses about 0.24 watt-hours of electricity. That’s about the same as running a microwave for one second—something that, to me, feels virtually insignificant. I run the microwave for so many more seconds than that on most days. I was...

Unlocking enterprise agility in the API economy

Unlocking enterprise agility in the API economy

Across industries, enterprises are increasingly adopting an on-demand approach to compute, storage, and applications. They are favoring digital services that are faster to deploy, easier to scale, and better integrated with partner ecosystems. Yet, one critical pillar has lagged: the network. While...

L'IA qui souffre ? Sérieusement ?

L'IA qui souffre ? Sérieusement ?

Bon, il faut qu’on parle. The Guardian vient de publier un article qui m’a un peu énervé dans lequel on peut lire qu’un chercheur d’Anthropic affirme que Claude Sonnet 3.5 pourrait ressentir de la souffrance. Oui, vous avez bien lu. Une IA qui souffre. Avec nos LLM actuels....

The Download: introducing: the Security issue

The Download: introducing: the Security issue

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Introducing: the Security issue It would be naïve to think we are going back to a world without AI. We’re not. But it’s only one of many urgent...

Job titles of the future: Satellite streak astronomer

Job titles of the future: Satellite streak astronomer

Earlier this year, the $800 million Vera Rubin Observatory commenced its decade-long quest to create an extremely detailed time-lapse movie of the universe. Rubin is capable of capturing many more stars than any other astronomical observatory ever built; it also sees many more satellites. Up to 40%...

AI comes for the job market, security, and prosperity: The Debrief

AI comes for the job market, security, and prosperity: The Debrief

When I picked up my daughter from summer camp, we settled in for an eight-hour drive through the Appalachian mountains, heading from North Carolina to her grandparents’ home in Kentucky. With little to no cell service for much of the drive, we enjoyed the rare opportunity to have a long, thoughtful...

India is still working on sewer robots

India is still working on sewer robots

When Jitender was a child in New Delhi, both his parents worked as manual scavengers—a job that involved clearing the city’s sewers of solid waste by hand. Now, he is among almost 200 contractors involved in the Delhi government’s effort to shift from this manual process to safer mechanical...

Recent books from the MIT community

Recent books from the MIT community

Empire of AI: Dreams and Night­mares in Sam Altman’s OpenAIBy Karen Hao ’15PENGUIN RANDOM HOUSE, 2025, $32 Read MIT Technology Review’s excerpt here. Play It Again, Sam: Repetition in the ArtsBy Samuel Jay Keyser, HM ’97, emeritus professor of linguisticsMIT PRESS, 2025, $30 Data, Systems, and...

One-shot vaccines for HIV and covid

One-shot vaccines for HIV and covid

A team at MIT and the Scripps Research Institute has made important progress toward vaccines that can protect against HIV, and potentially other diseases, with a single dose. The researchers treated mice with a vaccine that combines two different adjuvants, materials that help stimulate the immune...

Fix damaged art in hours with AI

Fix damaged art in hours with AI

Art restoration takes steady hands and a discerning eye. For centuries, conservators have identified areas needing repair and then mixed the exact shades needed to fill in one area at a time. Restoring a single painting can take anywhere from a few weeks to over a decade. Now an MIT graduate...

Reimagining sound and space

Reimagining sound and space

On a typical afternoon, MIT’s new Edward and Joyce Linde Music Building hums with life. On the fourth floor, a jazz combo works through a set in a rehearsal suite as engineers adjust microphone levels in a nearby control booth. Downstairs, the layered rhythms of Senegalese drumming pulse through a...