The paper introduces Homa, a new transport protocol designed to replace TCP for AI clusters, aiming to improve performance in high-speed networks. The related articles provide additional context and discussion about the protocol's implications.
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Homa is designed to enhance network performance in AI clusters by replacing the traditional TCP protocol, which may offer benefits in high-speed environments.
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yesterdayHugging FaceHugging Face model card for Edge0/Audio8-ASR-Infinite. Task identifier: automatic-speech-recognition. Follow the source link for details.
13 days agoLessWrongThe article estimates the number of AI agents operating continuously without human intervention, using various methods including token usage and company reports. It suggests there are approximately 300k-1M agent loops running at any moment, with 5000-25,000 in a 24h+ unattended state. Specific companies like Anthropic and OpenAI provide their own figures, with estimates ranging from 2,000-4,500 and 150-2,500 respectively. The text also compares AI token usage to human speech and inner monologue, suggesting machines are already surpassing human verbal output.
3 days agoGitHubStrata is an inference engine that allows Qwen3.8-Flash-Next to run on consumer hardware with a one-click install for Windows and Linux. It supports OpenAI and Anthropic APIs on localhost and includes optional image input.
10 days agoLessWrongThe dialogue between the author and Eliezer Yudkowsky discusses Yudkowsky's 2007 criticism of neural networks and his reflections on whether his dismissal was an example of 'reversed stupidity.' The conversation covers the evolution of deep learning and the challenges in defining intelligence.
2 days agoHugging FaceHugging Face model card for XingChen-AGI/TeleOCR. Task: text generation from image and text inputs. Follow the source link for details.
51 days ago