AI infrastructure without human capability is just hardware
Why this moment will define America’s future
InfoWorld AI·

You can be forgiven if you think the most important thing AWS ever sold developers was EC2. It’s not. No, AWS’s big gift to developers was permission to stop fretting about servers. That sounds obvious now, but it was close to magical at the time. Before the cloud, getting infrastructure meant waiting on procurement, hardware, and the somewhat arcane process that stood between a developer and a running machine. AWS turned that into a credit card and an API. It was awesome. AWS still (over)uses a great phrase for what it removed: “undifferentiated heavy lifting.” That is, all the mess associated with racking servers, patching operating systems, managing storage, planning capacity, etc. Important work, sure, but not the work that makes your application special. Let AWS do that, the company intoned, and developers could focus on the thing their customers actually cared about. It was a brilliant abstraction. It helped build one of the most important technology companies of the past two dec
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With the cost of new RAM soaring, Meta has found a thrifty way to reuse older memory in newer servers. The performance of about 40% of Meta’s millions of servers is limited by a lack of memory, the company said — but it has a surplus of older DIMMs from decommissioned servers, because RAM chips can last about twice as long as the rest of the machine. To profit from this imbalance, it developed a custom Computer Express Link (CXL) chip it calls Vistara, and associated software, to decouple older memory from server memory channels, enabling its reuse in new machines alongside their native memory. Using the older RAM with the CXL interface doesn’t significantly affect performance — although it would have done if the older DIMMs were plugged straight into newer servers. Kudos to tech site The Register for noticing the development, which Meta described in a technical paper: Vistara: Making CXL Real — Full Path from ASIC Design and OS Support to Hyperscale Deployment,” setting out how the ne
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