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The Download: AI benchmarks, and Spain’s grid blackout

It’s not easy being one of Silicon Valley’s favorite benchmarks.  SWE-Bench (pronounced “swee bench”) launched in November 2024 as a way to evaluate an AI model’s coding skill. It has since quickly... Read more »

How to build a better AI benchmark

The limits of traditional testing If AI companies have been slow to respond to the growing failure of benchmarks, it’s partially because the test-scoring approach has been so effective for so long. ... Read more »

What Spain’s blackout says about the grid

Some key questions here are still unanswered. The order matters, for example. During that drop in generation, did wind and solar plants go offline first? Or did everything go down together? Whether... Read more »

Roundtables: A New Look at AI’s Energy Use

Big Tech’s appetite for energy is growing rapidly as adoption of AI accelerates. But just how much energy does even a single AI query use? And what does it mean for the... Read more »

The business of the future is adaptive

Time to adapt The journey to adaptive production is not just about addressing today’s pressures, like rising costs and supply chain disruptions—it’s about positioning businesses for long-term success in a world of... Read more »

The Download: Neuralink’s AI boost, and Trump’s tariffs

Is this the end of animal testing? Animal studies are notoriously bad at identifying human treatments. Around 95% of the drugs developed through animal research fail in people, but until recently there... Read more »

This patient’s Neuralink brain implant gets a boost from generative AI

What’s amazing, of course, is that Smith can steer a pointer with his brain well enough to text with his wife at home and answer our emails. Since he’d only been semi-famous... Read more »

The Download: a longevity influencer’s new religion, and humanoid robots’ shortcomings

Bryan Johnson is on a mission to not die. The 47-year-old multimillionaire has already applied his slogan “Don’t Die” to events, merchandise, and a Netflix documentary. Now he’s founding a Don’t Die... Read more »

Why the humanoid workforce is running late

But Rus and many others I spoke with at the expo suggest that this hype just doesn’t add up. Humanoids “are mostly not intelligent,” she said. Rus showed a video of herself... Read more »

Bryan Johnson wants to start a new religion in which “the body is God”

I sat down with Johnson at an event for people interested in longevity in Berkeley, California, in late April. We spoke on the sidelines after lunch (conference plastic-lidded container meal for me;... Read more »