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Tag: based

  • Hacker News: SOTA Code Retrieval with Efficient Code Embedding Models

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    Kurt Seifried
    in

    Source URL: https://www.qodo.ai/blog/qodo-embed-1-code-embedding-code-retreival/ Source: Hacker News Title: SOTA Code Retrieval with Efficient Code Embedding Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Qodo-Embed-1, a new family of code embedding models that outperforms larger models in code retrieval tasks while maintaining a smaller footprint. It emphasizes the challenges existing models face…

  • CSA: The Shift to Risk-Based Data Security Management

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    Kurt Seifried
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    Source URL: https://cloudsecurityalliance.org/blog/2025/03/03/the-shift-to-risk-based-data-security-posture-management Source: CSA Title: The Shift to Risk-Based Data Security Management Feedly Summary: AI Summary and Description: Yes Summary: The text discusses a significant shift from traditional compliance-driven cybersecurity strategies to proactive, risk-based approaches that emphasize data security posture management (DSPM). This evolution is crucial for organizations amidst increasingly sophisticated threats—especially with the…

  • The Register: Microsoft unveils finalized EU Data Boundary as European doubt over US grows

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/03/03/microsoft_unveils_a_finalized_eu/ Source: The Register Title: Microsoft unveils finalized EU Data Boundary as European doubt over US grows Feedly Summary: Some may have second thoughts about going all-in with an American vendor, no matter where their data is stored Microsoft has completed its EU data boundary, however, analysts and some regional cloud players are…

  • The Register: How the collapse of local cloud provider caused biz continuity issues in UK government

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/03/03/collapse_of_ukcloud_hurt_govt/ Source: The Register Title: How the collapse of local cloud provider caused biz continuity issues in UK government Feedly Summary: And that was on top of a £17.5 million underwriting bill for insolvent UKCloud The collapse of a relatively small “local" cloud hosting service caused "real business continuity issues" in the UK’s…

  • Hacker News: MIT 6.S184: Introduction to Flow Matching and Diffusion Models

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    Kurt Seifried
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    Source URL: https://diffusion.csail.mit.edu Source: Hacker News Title: MIT 6.S184: Introduction to Flow Matching and Diffusion Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text presents an educational overview of the MIT course “Generative AI with Stochastic Differential Equations,” focusing on diffusion and flow-based models used in generative AI. The course teaches…

  • The Register: India’s top telco plans cloud PCs for its 475 million subscribers

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/03/03/asia_tech_news_in_brief/ Source: The Register Title: India’s top telco plans cloud PCs for its 475 million subscribers Feedly Summary: PLUS: China bans AI leaders from visiting USA; Acer data leak suspect cuffed; and more Asia In Brief India’s top telco Reliance Jio , which boasts over 460 million subscribers, will soon introduce a cloud…

  • Hacker News: Hallucinations in code are the least dangerous form of LLM mistakes

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    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/Mar/2/hallucinations-in-code/ Source: Hacker News Title: Hallucinations in code are the least dangerous form of LLM mistakes Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the phenomenon of “hallucinations” in code generated by large language models (LLMs), highlighting that while such hallucinations can initially undermine developers’ confidence, they are relatively…

  • Hacker News: Towards a test-suite for TOTP codes

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    Kurt Seifried
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    Source URL: https://shkspr.mobi/blog/2025/03/towards-a-test-suite-for-totp-codes/ Source: Hacker News Title: Towards a test-suite for TOTP codes Feedly Summary: Comments AI Summary and Description: Yes Summary: The text critiques the TOTP (Time-based One-Time Password) specification, highlighting discrepancies between major implementations and emphasizing the need for consistency in security standards. The author has created a test suite to help identify…

  • Simon Willison’s Weblog: Hallucinations in code are the least dangerous form of LLM mistakes

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Mar/2/hallucinations-in-code/#atom-everything Source: Simon Willison’s Weblog Title: Hallucinations in code are the least dangerous form of LLM mistakes Feedly Summary: A surprisingly common complaint I see from developers who have tried using LLMs for code is that they encountered a hallucination – usually the LLM inventing a method or even a full software library…