Tag: evaluation
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Hacker News: PhD Knowledge Not Required: A Reasoning Challenge for Large Language Models
Source URL: https://arxiv.org/abs/2502.01584 Source: Hacker News Title: PhD Knowledge Not Required: A Reasoning Challenge for Large Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text discusses a new benchmark for evaluating the reasoning capabilities of large language models (LLMs), highlighting the difference between evaluating general knowledge compared to specialized knowledge.…
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Hacker News: The LLM Curve of Impact on Software Engineers
Source URL: https://serce.me/posts/2025-02-07-the-llm-curve-of-impact-on-software-engineers Source: Hacker News Title: The LLM Curve of Impact on Software Engineers Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The article discusses the varying impact of large language models (LLMs) on software engineers’ productivity based on their experience level. It highlights that junior engineers find LLMs particularly useful for learning…
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Hacker News: Bolt: Bootstrap Long Chain-of-Thought in LLMs Without Distillation [pdf]
Source URL: https://arxiv.org/abs/2502.03860 Source: Hacker News Title: Bolt: Bootstrap Long Chain-of-Thought in LLMs Without Distillation [pdf] Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces BOLT, a method designed to enhance the reasoning capabilities of large language models (LLMs) by generating long chains of thought (LongCoT) without relying on knowledge distillation. The…
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Hacker News: The Impact of AI on the Technical Interview Process
Source URL: https://coderev.app/blog/the-impact-of-ai-on-the-technical-interview-process/ Source: Hacker News Title: The Impact of AI on the Technical Interview Process Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the evolving role of AI in the technical interview process, highlighting the limitations of traditional coding assessments and the need for teams to adapt their screening methods.…
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Hacker News: R1 Computer Use
Source URL: https://github.com/agentsea/r1-computer-use Source: Hacker News Title: R1 Computer Use Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes a project named “R1-Computer-Use,” which leverages reinforcement learning techniques for improved computer interaction. This novel approach replaces traditional verification methods with a neural reward model, enhancing the reasoning capabilities of agents in diverse…