Tag: exploration
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Hacker News: Open-R1: an open reproduction of DeepSeek-R1
Source URL: https://huggingface.co/blog/open-r1 Source: Hacker News Title: Open-R1: an open reproduction of DeepSeek-R1 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the release of DeepSeek-R1, a language model that significantly enhances reasoning capabilities through advanced training techniques, including reinforcement learning. The Open-R1 project aims to replicate and build upon DeepSeek-R1’s methodologies…
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Hacker News: How DeepSeek-R1 Was Built, for Dummies
Source URL: https://www.vellum.ai/blog/the-training-of-deepseek-r1-and-ways-to-use-it Source: Hacker News Title: How DeepSeek-R1 Was Built, for Dummies Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses DeepSeek’s innovative approach to training reasoning models through pure reinforcement learning (RL) without labeled data. This breakthrough could significantly impact the development of AI, particularly in the realm of large…
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CSA: How to Defend Against DGA-Based Attacks
Source URL: https://www.zscaler.com/cxorevolutionaries/insights/understanding-domain-generation-algorithms-dgas Source: CSA Title: How to Defend Against DGA-Based Attacks Feedly Summary: AI Summary and Description: Yes **Summary**: This text provides an in-depth exploration of Domain Generation Algorithms (DGAs), a sophisticated method utilized by malware developers for communication with command and control (C2) servers. It highlights the challenges they pose for detection and…
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Simon Willison’s Weblog: Anomalous Tokens in DeepSeek-V3 and r1
Source URL: https://simonwillison.net/2025/Jan/26/anomalous-tokens-in-deepseek-v3-and-r1/#atom-everything Source: Simon Willison’s Weblog Title: Anomalous Tokens in DeepSeek-V3 and r1 Feedly Summary: Anomalous Tokens in DeepSeek-V3 and r1 Glitch tokens (previously) are tokens or strings that trigger strange behavior in LLMs, hinting at oddities in their tokenizers or model weights. Here’s a fun exploration of them across DeepSeek v3 and R1.…
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Hacker News: Explainer: What’s R1 and Everything Else?
Source URL: https://timkellogg.me/blog/2025/01/25/r1 Source: Hacker News Title: Explainer: What’s R1 and Everything Else? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an informative overview of recent developments in AI, particularly focusing on Reasoning Models and their significance in the ongoing evolution of AI technologies. It discusses the releases of models such…
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Hacker News: Every System is a Log: Avoiding coordination in distributed applications
Source URL: https://restate.dev/blog/every-system-is-a-log-avoiding-coordination-in-distributed-applications/ Source: Hacker News Title: Every System is a Log: Avoiding coordination in distributed applications Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the complexities of building resilient distributed applications, particularly focusing on the orchestration of logs in the context of ensuring correctness while avoiding distributed coordination. The article…