Tag: performance evaluation
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Hacker News: SWE-Lancer: a benchmark of freelance software engineering tasks from Upwork
Source URL: https://arxiv.org/abs/2502.12115 Source: Hacker News Title: SWE-Lancer: a benchmark of freelance software engineering tasks from Upwork Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces SWE-Lancer, a benchmark designed to evaluate large language models’ capability in performing freelance software engineering tasks. It is relevant for AI and software security professionals as…
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Hacker News: Launch HN: Roark (YC W25) – Taking the Pain Out of Voice AI Testing
Source URL: https://news.ycombinator.com/item?id=43080895 Source: Hacker News Title: Launch HN: Roark (YC W25) – Taking the Pain Out of Voice AI Testing Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Roark, a tool designed for developers building Voice AI solutions. It addresses common challenges in testing and debugging Voice AI agents, specifically…
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Hacker News: Qwen2.5-Max: Exploring the Intelligence of Large-Scale Moe Model
Source URL: https://qwenlm.github.io/blog/qwen2.5-max/ Source: Hacker News Title: Qwen2.5-Max: Exploring the Intelligence of Large-Scale Moe Model Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the development and performance evaluation of Qwen2.5-Max, a large-scale Mixture-of-Expert (MoE) model pretrained on over 20 trillion tokens. It highlights significant advancements in model intelligence achieved through scaling…
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Hacker News: Tool touted as ‘first AI software engineer’ is bad at its job, testers claim
Source URL: https://www.theregister.com/2025/01/23/ai_developer_devin_poor_reviews/ Source: Hacker News Title: Tool touted as ‘first AI software engineer’ is bad at its job, testers claim Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the recent evaluation of “Devin,” claimed to be the first AI software engineer developed by Cognition AI. Despite ambitious functionalities, Devin has…
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The Register: Tool touted as ‘first AI software engineer’ is bad at its job, testers claim
Source URL: https://www.theregister.com/2025/01/23/ai_developer_devin_poor_reviews/ Source: The Register Title: Tool touted as ‘first AI software engineer’ is bad at its job, testers claim Feedly Summary: Nailed just 15% of assigned tasks A service described as “the first AI software engineer" appears to be rather bad at its job, based on a recent evaluation.… AI Summary and Description:…
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Simon Willison’s Weblog: DeepSeek-R1 and exploring DeepSeek-R1-Distill-Llama-8B
Source URL: https://simonwillison.net/2025/Jan/20/deepseek-r1/ Source: Simon Willison’s Weblog Title: DeepSeek-R1 and exploring DeepSeek-R1-Distill-Llama-8B Feedly Summary: DeepSeek are the Chinese AI lab who dropped the best currently available open weights LLM on Christmas day, DeepSeek v3. That model was trained in part using their unreleased R1 “reasoning" model. Today they’ve released R1 itself, along with a whole…
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Hacker News: Transformer^2: Self-Adaptive LLMs
Source URL: https://sakana.ai/transformer-squared/ Source: Hacker News Title: Transformer^2: Self-Adaptive LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the innovative Transformer² machine learning system, which introduces self-adaptive capabilities to LLMs, allowing them to adjust dynamically to various tasks. This advancement promises significant improvements in AI efficiency and adaptability, paving the way…