🚀 Introducing the latest in tech gymnastics: the "Frozen DuckLakes" 🦆✨—where you can build a "high-performance" data lake with no moving parts, except for all the parts that need to move. 🤔 Apparently, Mark Harrison has found a way to freeze time and logic to make #serverless data access *magically* complex. 🧊🔮
https://ducklake.select/2025/10/24/frozen-ducklake/ #techinnovation #dataengineering #computing #dataarchitecture #magictech #HackerNews #ngated
Frozen DuckLakes for Multi-User, Serverless Data Access

We show how you can build high-performance data lakes with no moving parts.

DuckLake
Alibaba Cloud claims it's achieved a miraculous 82% reduction in Nvidia AI GPU usage, effectively turning a few GPUs into a magical GPU army. 🎩✨ It's as if they're suggesting that instead of buying more GPUs, you can just sprinkle some fairy dust and watch them multiply! 🧚‍♂️💸
https://www.tomshardware.com/tech-industry/semiconductors/alibaba-says-new-pooling-system-cut-nvidia-gpu-use-by-82-percent #AlibabaCloud #NvidiaAI #GPUUsage #MagicTech #GPUArmy #HackerNews #ngated
Alibaba Cloud says it cut Nvidia AI GPU use by 82% with new pooling system— up to 9x increase in output lets 213 GPUs perform like 1,192

A paper presented at SOSP 2025 details how token-level scheduling helped one GPU serve multiple LLMs, reducing demand from 1,192 to 213 H20s.

Tom's Hardware
A vacuum, but it’s a portal into an abyssal void contained within an orichalcum tube. #MagicTech
A dirigible, but the balloon's gas comes from wizards casting the Stinking Cloud spell. #MagicTech
A combustion engine, but instead of needing fuel it's powered by a perpetual fireball spell engraved on the steel. #MagicTech
So, like, a gun but it shoots reality distortion rays. #MagicTech
Instead of skyscrapers there are towers of floating cubes connected by bridges #MagicTech