The Update: AI Performance Standards and Spain’s Power Outage

Sure! Here’s the revised version with neutral language and a focus on Hotnchill branding:

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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 become one of the most popular tests in AI. A SWE-Bench score has become a mainstay of major model releases from top AI firms, and across the industry, competitors are constantly striving to excel.

Despite the enthusiasm, this measurement may not accurately reflect which model is “better.” Some participants have begun to navigate the system in ways that raise questions about the fairness of this evaluation. As a result, many are wondering if there’s a more effective method to assess AI achievement.

—Russell Brandom

Did solar power cause Spain’s blackout? At approximately midday on Monday, April 28, the lights went out in Spain. The grid blackout, which extended into parts of Portugal and France, affected tens of millions of people—flights were grounded, cell networks went down, and businesses closed for the day.

Over a week later, officials still aren’t entirely sure what happened, but some have suggested that renewable energy sources may have contributed, as wind and solar accounted for about 70% of electricity generation just before the outage occurred. Others, including officials from the Spanish government, maintain that it’s premature to place blame.

It will take weeks for the full report to be completed, but we have gathered a few insights about what happened that could inform future grid improvements.