Experimental News Clipping Site

Tag: evaluation

  • Hacker News: Dangerous dependencies in third-party software – the underestimated risk

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    Kurt Seifried
    in

    Source URL: https://linux-howto.org/article/dangerous-dependencies-in-third-party-software-the-underestimated-risk Source: Hacker News Title: Dangerous dependencies in third-party software – the underestimated risk Feedly Summary: Comments AI Summary and Description: Yes **Short Summary with Insight:** The provided text offers an extensive exploration of the vulnerabilities associated with software dependencies, particularly emphasizing the risks posed by third-party libraries in the rapidly evolving landscape…

  • Simon Willison’s Weblog: Building a SNAP LLM eval: part 1

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Feb/12/building-a-snap-llm/#atom-everything Source: Simon Willison’s Weblog Title: Building a SNAP LLM eval: part 1 Feedly Summary: Building a SNAP LLM eval: part 1 Dave Guarino (previously) has been exploring using LLM-driven systems to help people apply for SNAP, the US Supplemental Nutrition Assistance Program (aka food stamps). This is a domain which existing models…

  • The Register: Ransomware isn’t always about the money: Government spies have objectives, too

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/02/12/ransomware_nation_state_groups/ Source: The Register Title: Ransomware isn’t always about the money: Government spies have objectives, too Feedly Summary: Analysts tell El Reg why Russia’s operators aren’t that careful, and why North Korea wants money AND data Feature Ransomware gangsters and state-sponsored online spies fall on opposite ends of the cyber-crime spectrum.… AI Summary…

  • Hacker News: Automated Capability Discovery via Foundation Model Self-Exploration

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2502.07577 Source: Hacker News Title: Automated Capability Discovery via Foundation Model Self-Exploration Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper “Automated Capability Discovery via Model Self-Exploration” introduces a new framework (Automated Capability Discovery or ACD) designed to evaluate foundation models’ abilities by allowing one model to propose tasks for another…

  • Hacker News: Representation of BBC News Content in AI Assistants [pdf]

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    Kurt Seifried
    in

    Source URL: https://www.bbc.co.uk/aboutthebbc/documents/bbc-research-into-ai-assistants.pdf Source: Hacker News Title: Representation of BBC News Content in AI Assistants [pdf] Feedly Summary: Comments AI Summary and Description: Yes Summary: This extensive research conducted by the BBC investigates the accuracy of responses generated by prominent AI assistants when queried about news topics using BBC content. It highlights significant shortcomings in…

  • The Register: After Copilot trial, government staff rated Microsoft’s AI it less useful than expected

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/02/12/australian_treasury_copilot_pilot_assessment/ Source: The Register Title: After Copilot trial, government staff rated Microsoft’s AI it less useful than expected Feedly Summary: Not all bad news for Microsoft as Australian agency also found strong ROI and some unexpected upsides Australia’s Department of the Treasury has found that Microsoft’s Copilot can easily deliver return on investment,…

  • 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…