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At Amazon's biggest data center, everything is supersized for AI

news.ycombinator.com Karen Weise 2025-07-31 10:03:11

A year ago, a 1,200-acre stretch of farmland outside New Carlisle, Ind., was an empty cornfield. Now, seven Amazon data centers rise up from the rich soil, each larger than a football stadium. Over the next several years, Amazon plans to build around 30 data centers at the site, packed with hundreds of thousands of specialized computer chips. With hundreds of thousands of miles of fiber connecting every chip and computer together, the entire complex will form one giant machine intended just for

Topics: amazon built centers complex data
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At Amazon's Biggest Data Center, Everything Is Supersized for A.I

news.ycombinator.com Karen Weise 2025-08-01 06:03:11

A year ago, a 1,200-acre stretch of farmland outside New Carlisle, Ind., was an empty cornfield. Now, seven Amazon data centers rise up from the rich soil, each larger than a football stadium. Over the next several years, Amazon plans to build around 30 data centers at the site, packed with hundreds of thousands of specialized computer chips. With hundreds of thousands of miles of fiber connecting every chip and computer together, the entire complex will form one giant machine intended just for

Topics: amazon built centers complex data
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The AI complexity paradox: More productivity, more responsibilities

zdnet.com Joe Mckendrick 2025-08-10 12:04:27

peepo/Getty Images Does artificial intelligence (AI) make working life easier or complicated? Experts suggest the answer depends on the context. In a recent IDC-hosted interview, SIAC CEO Toni Townes-Whitley described AI as the ultimate weapon against system complexity, noting that her company is employing AI to reduce tech complexity in some of the most complex technology environments on the planet -- within the US Department of Defense. Also: Amazon's Andy Jassy says AI will take some jobs

Topics: ai complexity said systems teams
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Amazon Is Building a Gigantic Computing Facility to Match the Human Brain

futurism.com Unknown 2025-08-21 12:45:20

But to what end? Fields of Data Indiana's newest cash crop isn't soybeans or corn; it's AI data centers — lots and lots of AI data centers. The New York Times reports that Amazon is building a vast complex of AI infrastructure facilities on top of 1,200 acres of former cropland, all meant for startup Anthropic's project to build an AI model that is as powerful, complex — and, just possibly, as intelligent — as the human brain. To that end, Amazon has constructed seven data centers on site, w

Topics: ai amazon complex data water
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Primitive Kolmogorov complexity is computable

news.ycombinator.com Unknown 2025-08-24 08:58:06

/ 5 min read This post is mostly AI generated, of course with significant guidance, feedback, iteration and some edits from me. There was little for me to gain writing this myself, but I felt it needed to be written down regardless. Kolmogorov complexity and Solomonoff's theory of inductive inference offer formal, theoretical solutions to measuring complexity and forming predictions. However, both are uncomputable, a fact that is often treated as having significant implications in computabilit

Topics: complexity function functions primitive recursive
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Augmented Vertex Block Descent (AVBD)

news.ycombinator.com Unknown 2025-09-01 16:04:56

Augmented Vertex Block Descent (AVBD) Vertex Block Descent is a fast physics-based simulation method that is unconditionally stable, highly parallelizable, and capable of converging to the implicit Euler solution. We extend it using an augmented Lagrangian formulation to address some of its fundamental limitations. First, we introduce a mechanism to handle hard constraints with infinite stiffness without introducing numerical instabilities. Second, we substantially improve the convergence in th

Topics: avbd bodies complex constraints stiffness
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Meta-analysis of three different notions of software complexity

news.ycombinator.com Unknown 2025-09-12 06:54:45

A meta-analysis of three different notions of software complexity I want to discuss three different notions of software complexity: Rich Hickey’s notion of complexity, as explained in his talk Simple Made Easy. John Ousterhout’s notion of complexity, as explained in his book A Philosophy of Software Design. Zach Tellman’s notion of complexity, as explained in his newsletter Explaining Software Design. I’ve picked these three because I’ve found them to be at least somewhat coherent, and the

Topics: code complexity hickey ousterhout software
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Powering next-gen services with AI in regulated industries

technologyreview.com Mit Technology Review Insights 2025-09-14 22:09:40

For many, the “last mile” of the end-to-end customer journey can present a challenge. Services at this stage often involve much more complex interactions than the usual app or self-service portal can handle. This could be dealing with a challenging health diagnosis, addressing late mortgage payments, applying for government benefits, or understanding the lifestyle you can afford in retirement. “When we get into these more complex service needs, there’s a real bias toward human interaction,” says

Topics: complex content customer data experience
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