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This post explores how ALS GeoAnalytics successfully deployed LITHOLENS ™ with Amazon Elastic Kubernetes Service (Amazon EKS) to scale model training and inference while minimizing cost.
https://xcancel.com/karpathy/status/2056753169888334312 https://www.axios.com/2026/05/19/anthropic-openai-karpathy-a..., https://archive.ph/h6T3X Comments URL: https://news.ycombinator.com/item?id=48194352 Points: 1409 # Comments: 604
This post introduces a video decoding optimization technique that we have ideated in collaboration with Synthesia Research Engineering team, which we call Asynchronous Frame Generation Pipeline. Adopting this technique allows you to overlap GPU compute, device-to-host (D2H) data transfer, and host-side post-processing. In this post, we apply this technique to the VAE decoder of a Wan video generation model as an example, where our benchmarks on G7e show increased GPU kernel utilization from 82%
The ex-employees, who cofounded a new AI watchdog group, say investors deserve more information about xAI’s safety practices before SpaceX goes public.
“Lambda-driven API design” fits naturally with Node.js because a Lambda handler can be treated as a small, explicit function boundary: an event arrives, a response is returned, and everything else becomes an implementation detail that can be composed. The core challenge is not producing a response object, but scaling many endpoints without turning each handler into a copy-pasted blob of parsing, validation, authorization, logging, and error mapping. AWS has increasingly nudged Lambda Node.js wo
Proof-of-concept (PoC) exploit code has now been released for a recently patched security flaw in the Linux kernel that could allow for local privilege escalation (LPE). Dubbed DirtyDecrypt (aka DirtyCBC), the vulnerability was discovered and reported by the Zellic and V12 security team on May 9, 2026, only to be informed by the maintainers that it was a duplicate of a vulnerability that had
If you've been watching the open-source LLM space, you've probably noticed it's been a great couple of years. Llama, Mistral, Phi, Qwen — a whole zoo of models you can download and run on your own machine. Google's entry into that zoo is Gemma, and the fourth generation, Gemma 4 (released April 2, 2026), is the biggest leap yet: built from Gemini 3 research, multimodal (text + image + video + audio), 256K context, native function calling, configurable "thinking mode," and — finally — a clean Ap
The job, which is associated with the Zuckerberg family office, is located in Kauai, Hawaii, where the Meta CEO owns a massive compound.
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