Quantum chips just proved they’re ready for the real world

Diraq has shown that its silicon-based quantum chips can maintain world-class accuracy even when mass-produced in semiconductor foundries. Achieving over 99% fidelity in two-qubit operations, the breakthrough clears a major hurdle toward utility-scale quantum computing. Silicon’s compatibility with existing chipmaking processes means building powerful quantum processors could become both cost-effective and scalable.

This was a satisfying peel

My GPU journey since I started for playing with AI stuff on my old gaming PC. RX5700XT -> 4070 -> 4090 -> 5090 -> this It’s gone from 8 minutes to generate a 512*512 image to <8 minutes to generate a short 1080p video. submitted by /u/legarth [link] [comments]

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Nano Banana vs QWEN Image Edit 2509 bf16/fp8/lightning

Here’s a comparison of Nano Banana and various versions of QWEN Image Edit 2509. You may be asking why Nano Banana is missing in some of these comparisons. Well, the answer is BLOCKED CONTENT, BLOCKED CONTENT, and BLOCKED CONTENT. I still feel this is a valid comparison as it really highlights how strict Nano Banana …

Scaling Laws for Optimal Data Mixtures

Large foundation models are typically trained on data from multiple domains, with the data mixture—the proportion of each domain used—playing a critical role in model performance. The standard approach to selecting this mixture relies on trial and error, which becomes impractical for large-scale pretraining. We propose a systematic method to determine the optimal data mixture …

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Building a Resilient Data Platform with Write-Ahead Log at Netflix

By Prudhviraj Karumanchi, Samuel Fu, Sriram Rangarajan, Vidhya Arvind, Yun Wang, John Lu Introduction Netflix operates at a massive scale, serving hundreds of millions of users with diverse content and features. Behind the scenes, ensuring data consistency, reliability, and efficient operations across various services presents a continuous challenge. At the heart of many critical functions lies …