by Amir Yazdanbakhsh and Jan Wassenberg on Oct 8, 2025 | Tags: Algorithmic Innovation, Computer Architecture, Computer System, Generality & Programmability, Hardware Lottery, Hardware-Software Co-design, Machine Learning, MatMul, Moore's Law, Opinion, Research Perspective, Transformer
Matrix multiplication dominates AI hardware and research. Betting everything on MatMul risks an innovation monoculture — it’s time to diversify our compute bets.
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by Babak Falsafi on Sep 17, 2025 | Tags: datacenter, metrics, power
Since publishing my piece on prioritizing energy accounting in data centers back in June, there’s been a steady wave of media coverage highlighting the rapid growth of datacenters and their impact on energy demand. On August 17, The Economist reported that U.S....
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by Irene Wang on Sep 5, 2025 | Tags: Conference, Mentoring, uarch, Workshop
The 7th annual Undergraduate Architecture Mentoring (uArch) Workshop took place alongside the International Symposium of Computer Architecture (ISCA) 2025, in the vibrant city of Tokyo, Japan! Similar to previous years, uArch was conducted in a hybrid format,...
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by Todd Austin on Aug 25, 2025 | Tags: Architecture
I am a COMPUTER ARCHITECT, which means I design computers. I was trained at a great school (UW-Madison), and I worked in industry (Intel) before I became a professor (University of Michigan). Despite these rarefied experiences, I first came to know computer...
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by T. N. Vijaykumar on Aug 7, 2025 | Tags: Ethics, paper reviewing
Intellectually-conflicted reviews are an ethical and moral danger for the reviewers, result in repeated or permanent rejection of good papers, seriously hurt the careers of the authors, stymie progress in our field, but remain unrecognized by our review process.
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by Karu Sankaralingam on Aug 1, 2025 | Tags: LLMs, Reviewing
While the peer review process is the bedrock of modern science, it is notoriously slow, subjective, and inefficient. This blog post explores how Large Language Models (LLMs) can be used to re-imagine the review architecture, augmenting human expertise to build a...
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by Vijay Chidambaram on Jul 30, 2025 | Tags: LLMs, Reviewing
Editor’s note: With continuing proliferation of LLMs and their capabilities, academic community started to discuss their potential role in paper reviewing process. Some conferences are already piloting the assistance of LLMs in their reviewing this year. To...
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by Yan Solihin on Jul 21, 2025 | Tags: Conferences
The conference The 52nd ISCA, which was held in Tokyo from June 21 to 25, was just completed. One notable thing for this year ISCA is the high number of registrations (1200+), a big surge from 2023 (800+) and 2004 (600+). This was even after the registration was...
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by Wei Wang on Jul 14, 2025 | Tags: Sustainable Computing
What Is Jevons Paradox? Jevons Paradox, first described by economist William Stanley Jevons in the 19th century, states that increasing the efficiency of using a resource often makes that resource cheaper and more accessible, which can lead to higher overall...
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by Joshua Viszlai and Fred Chong on Jun 20, 2025 | Tags: Quantum Computing
Camel Up is a light-hearted board game. Fueled by the randomness of dice, camels race around a cardboard track to be the first to cross the finish line. Throughout the race players place bets, trying to predict which camel will ultimately win. Unfortunately, correct...
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