Challenges in Evaluating AI Models and Spain’s Recent Grid Blackout

As benchmarks like SWE-Bench rise in prominence, Artificial Intelligence firms vie for top scores while questions linger about their effectiveness—and Spain´s major blackout spotlights renewable energy reliability.

Launched in November 2024, the SWE-Bench benchmark has quickly emerged as a focal point for rating Artificial Intelligence models’ coding prowess. It is frequently cited in model releases from major players like OpenAI, Anthropic, and Google, spurring fierce competition among developers seeking recognition. Despite its popularity, SWE-Bench’s effectiveness is increasingly questioned. Models are starting to ´game´ the system, raising concerns about whether such benchmarks genuinely indicate which Artificial Intelligence models are superior, or if they merely encourage optimization towards test-specific criteria rather than real-world performance.

Meanwhile, in Spain, a widespread grid blackout on April 28 affected not only Spain but also neighboring Portugal and France, disrupting daily life for millions with grounded flights, downed cell networks, and business closures. With renewable sources like wind and solar accounting for approximately 70% of electricity generation shortly before the outage, some observers speculated that over-reliance on renewables may have played a role. However, government officials cautioned against premature conclusions, stating that it is too early to pinpoint the cause. While a comprehensive investigation is underway, the incident has heightened the urgency to examine how renewables interact with national grid stability and future-proofing energy infrastructure.

The newsletter also recaps global technological developments: new US rules regarding chip curbs and international negotiations, escalating drone conflicts between India and Pakistan, and the US Federal Drug Administration’s interest in Artificial Intelligence for drug evaluation. Other highlights include Apple’s integration of Artificial Intelligence search features in Safari, the ongoing evolution of Artificial Intelligence chatbots led by companies like Meta, concerns about students’ dependence on services like ChatGPT, and advances in communication at remote locations such as Antarctica, facilitated by Starlink. The collection of stories reflects the accelerating influence of Artificial Intelligence and renewal technologies, along with the policy and societal adaptations they provoke.

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IBM and AMD partner on quantum-centric supercomputing

IBM and AMD announced plans to develop quantum-centric supercomputing architectures that combine quantum computers with high-performance computing to create scalable, open-source platforms. The collaboration leverages IBM´s work on quantum computers and software and AMD´s expertise in high-performance computing and Artificial Intelligence accelerators.

Qualcomm launches Dragonwing Q-6690 with integrated RFID and Artificial Intelligence

Qualcomm announced the Dragonwing Q-6690, billed as the world’s first enterprise mobile processor with fully integrated UHF RFID and built-in 5G, Wi-Fi 7, Bluetooth 6.0, ultra-wideband and Artificial Intelligence capabilities. The platform is aimed at rugged handhelds, point-of-sale systems and smart kiosks and offers software-configurable feature packs that can be upgraded over the air.

Recent books from the MIT community

A roundup of new titles from the MIT community, including Empire of Artificial Intelligence, a critical look at Sam Altman’s OpenAI, and Data, Systems, and Society, a textbook on harnessing Artificial Intelligence for societal good.

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