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Tag: evaluation

  • The Register: Tool touted as ‘first AI software engineer’ is bad at its job, testers claim

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    Kurt Seifried
    in

    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:…

  • Slashdot: Anthropic Chief Says AI Could Surpass ‘Almost All Humans At Almost Everything’ Shortly After 2027

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    Kurt Seifried
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    Source URL: https://slashdot.org/story/25/01/22/2122252/anthropic-chief-says-ai-could-surpass-almost-all-humans-at-almost-everything-shortly-after-2027?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Anthropic Chief Says AI Could Surpass ‘Almost All Humans At Almost Everything’ Shortly After 2027 Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the prediction by Anthropic CEO Dario Amodei that AI models could surpass human capabilities in nearly all tasks within the next few years.…

  • OpenAI : Trading inference-time compute for adversarial robustness

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    Kurt Seifried
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    Source URL: https://openai.com/index/trading-inference-time-compute-for-adversarial-robustness Source: OpenAI Title: Trading inference-time compute for adversarial robustness Feedly Summary: Trading Inference-Time Compute for Adversarial Robustness AI Summary and Description: Yes Summary: The text explores the trade-offs between inference-time computing demands and adversarial robustness within AI systems, particularly relevant in the context of machine learning and AI security. This topic holds…

  • Hacker News: Tensor Product Attention Is All You Need

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2501.06425 Source: Hacker News Title: Tensor Product Attention Is All You Need Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel attention mechanism called Tensor Product Attention (TPA) designed for scaling language models efficiently. It highlights the mechanism’s ability to reduce memory overhead during inference while improving model…

  • Hacker News: Some Lessons from the OpenAI FrontierMath Debacle

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    Kurt Seifried
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    Source URL: https://www.lesswrong.com/posts/8ZgLYwBmB3vLavjKE/some-lessons-from-the-openai-frontiermath-debacle Source: Hacker News Title: Some Lessons from the OpenAI FrontierMath Debacle Feedly Summary: Comments AI Summary and Description: Yes Summary: OpenAI’s announcement of the o3 model showcased a remarkable achievement in reasoning and math, scoring 25% on the FrontierMath benchmark. However, subsequent implications regarding transparency and the potential misuse of exclusive access…

  • Hacker News: DeepSeek-R1-Distill-Qwen-1.5B Surpasses GPT-4o in certain benchmarks

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    Kurt Seifried
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    Source URL: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B Source: Hacker News Title: DeepSeek-R1-Distill-Qwen-1.5B Surpasses GPT-4o in certain benchmarks Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text describes the introduction of DeepSeek-R1 and DeepSeek-R1-Zero, first-generation reasoning models that utilize large-scale reinforcement learning without prior supervised fine-tuning. These models exhibit significant reasoning capabilities but also face challenges like endless…

  • Simon Willison’s Weblog: DeepSeek-R1 and exploring DeepSeek-R1-Distill-Llama-8B

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    Kurt Seifried
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    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…

  • Hacker News: Don’t use Session – Round 2

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    Kurt Seifried
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    Source URL: https://soatok.blog/2025/01/20/session-round-2/ Source: Hacker News Title: Don’t use Session – Round 2 Feedly Summary: Comments AI Summary and Description: Yes **Short Summary with Insight**: The text is a critical analysis of the security and cryptography protocol design of the Session messaging application compared to its peers. It discusses weaknesses in Session’s cryptographic practices, such…

  • Hacker News: Solving Fine Grained Authorization with Incremental Computation

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    Kurt Seifried
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    Source URL: https://www.feldera.com/blog/fine-grained-authorization Source: Hacker News Title: Solving Fine Grained Authorization with Incremental Computation Feedly Summary: Comments AI Summary and Description: Yes Summary: This text discusses the implementation and performance optimization of Fine-Grained Authorization (FGA) access control models, emphasizing the use of incremental computation to improve authorization checks in large systems. It showcases the benefits…