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Tag: dataset

  • Hacker News: Replicating Deepseek-R1 for $4500: RL Boosts 1.5B Model Beyond o1-preview

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    Kurt Seifried
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    Source URL: https://github.com/agentica-project/deepscaler Source: Hacker News Title: Replicating Deepseek-R1 for $4500: RL Boosts 1.5B Model Beyond o1-preview Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text describes the release of DeepScaleR, an open-source project aimed at democratizing reinforcement learning (RL) for large language models (LLMs). It highlights the project’s capabilities, training methodologies, and…

  • Hacker News: Fruit of the Poisonous Llama?

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    Kurt Seifried
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    Source URL: https://shkspr.mobi/blog/2023/07/fruit-of-the-poisonous-llama/ Source: Hacker News Title: Fruit of the Poisonous Llama? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a lawsuit against vendors of Large Language Models (LLMs), focusing on allegations of copyright infringement due to unconsented use of copyrighted materials in training datasets. It highlights concerns regarding the legality…

  • Hacker News: Scaling Up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2502.05171 Source: Hacker News Title: Scaling Up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel language model architecture that enhances test-time computation through latent reasoning, presenting a new methodology that contrasts with traditional reasoning models. It emphasizes the…

  • Hacker News: CAPTCHAs: ‘a tracking cookie farm for profit masquerading as a security service’

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    Kurt Seifried
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    Source URL: https://www.pcgamer.com/gaming-industry/a-2023-study-concluded-captchas-are-a-tracking-cookie-farm-for-profit-masquerading-as-a-security-service-that-made-us-spend-819-billion-hours-clicking-on-traffic-lights-to-generate-nearly-usd1-trillion-for-google/ Source: Hacker News Title: CAPTCHAs: ‘a tracking cookie farm for profit masquerading as a security service’ Feedly Summary: Comments AI Summary and Description: Yes Summary: The study from UC Irvine critically evaluates Google’s reCAPTCHA v2, highlighting its inefficacy in preventing bot traffic while raising significant privacy concerns. The findings indicate that reCAPTCHA…

  • Hacker News: The Anthropic Economic Index

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    Kurt Seifried
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    Source URL: https://www.anthropic.com/news/the-anthropic-economic-index Source: Hacker News Title: The Anthropic Economic Index Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the launch of the Anthropic Economic Index, which aims to analyze the impact of AI on labor markets and productivity through a dataset derived from millions of anonymized conversations with Claude.ai. This…

  • Hacker News: LIMO: Less Is More for Reasoning

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2502.03387 Source: Hacker News Title: LIMO: Less Is More for Reasoning Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper titled “LIMO: Less is More for Reasoning” presents groundbreaking insights into how complex reasoning can be achieved with fewer training examples in large language models. This challenges traditional beliefs about data…

  • Hacker News: Meta torrented & seeded 81.7 TB dataset containing copyrighted data

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    Kurt Seifried
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    Source URL: https://arstechnica.com/tech-policy/2025/02/meta-torrented-over-81-7tb-of-pirated-books-to-train-ai-authors-say/ Source: Hacker News Title: Meta torrented & seeded 81.7 TB dataset containing copyrighted data Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents serious allegations against Meta regarding copyright violations involving the unauthorized use of pirated books for training AI models. Newly revealed emails indicate substantial illegal downloading and…

  • Hacker News: Robust Autonomy Emerges from Self-Play

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2502.03349 Source: Hacker News Title: Robust Autonomy Emerges from Self-Play Feedly Summary: Comments AI Summary and Description: Yes Summary: The research paper discusses the application of self-play in the domain of autonomous driving, highlighting an innovative approach that enables robust performance through simulation without relying on human training data. This work is particularly…