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Tag: training

  • Simon Willison’s Weblog: Trading Inference-Time Compute for Adversarial Robustness

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Jan/22/trading-inference-time-compute/ Source: Simon Willison’s Weblog Title: Trading Inference-Time Compute for Adversarial Robustness Feedly Summary: Trading Inference-Time Compute for Adversarial Robustness Brand new research paper from OpenAI, exploring how inference-scaling “reasoning" models such as o1 might impact the search for improved security with respect to things like prompt injection. We conduct experiments on the…

  • 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: Mastercard DNS Error Went Unnoticed for Years

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    Kurt Seifried
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    Source URL: https://krebsonsecurity.com/2025/01/mastercard-dns-error-went-unnoticed-for-years/ Source: Hacker News Title: Mastercard DNS Error Went Unnoticed for Years Feedly Summary: Comments AI Summary and Description: Yes Summary: The incident involving MasterCard’s DNS misconfiguration underscores the critical importance of accurate DNS management as a security measure in the financial sector. The flaw, which existed for nearly five years, highlights potential…

  • Scott Logic: The UK’s AI Opportunities Action Plan – somewhat quiet on risks

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    Kurt Seifried
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    Source URL: https://blog.scottlogic.com/2025/01/22/the-uks-ai-opportunities-action-plan-somewhat-quiet-on-risks.html Source: Scott Logic Title: The UK’s AI Opportunities Action Plan – somewhat quiet on risks Feedly Summary: Last week the UK government launched their 50-point AI Opportunities Action Plan. The plan is ambitious, but it is something of a mixed bag. Some sizeable and worthwhile investments, alongside others which are quite questionable.…

  • Cloud Blog: Announcing the 2025 Google for Startups Accelerator: AI First UK

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/topics/startups/announcing-the-2025-google-for-startups-accelerator-ai-first-uk/ Source: Cloud Blog Title: Announcing the 2025 Google for Startups Accelerator: AI First UK Feedly Summary: According to the UK Department for Science, Innovation & Technology, the UK’s AI sector is rapidly expanding, with over 3,000 AI companies generating more than £10 billion in revenues, employing over 60,000 people, and contributing £5.8…

  • The Register: Ransomware scum make it personal for <i>Reg</i> readers by impersonating tech support

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/22/ransomware_crews_abuse_microsoft_teams/ Source: The Register Title: Ransomware scum make it personal for <i>Reg</i> readers by impersonating tech support Feedly Summary: That invitation to a Teams call on which IT promises to mop up a spamstorm may not be what it seems Two ransomware campaigns are abusing Microsoft Teams to infect organizations and steal data,…

  • Hacker News: Arm releases Chiplet System Architecture spec beta version

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    Kurt Seifried
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    Source URL: https://newsroom.arm.com/blog/arm-chiplet-system-architecture-accelerating-evolution-of-silicon Source: Hacker News Title: Arm releases Chiplet System Architecture spec beta version Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the significance of Arm’s newly released Chiplet System Architecture (CSA) which aims to accelerate innovation in custom silicon design for diverse AI workloads across markets. This milestone is…

  • The Register: Google DeepMind CEO says 2025’s the year we start popping pills AI helped invent

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/22/google_deepmind_ai_drugs/ Source: The Register Title: Google DeepMind CEO says 2025’s the year we start popping pills AI helped invent Feedly Summary: Nobel Prize winner Demis Hassabis thinks human trials will happen soon Clinical trials of the first drugs designed with the help of artificial intelligence could commence this year, Google DeepMind CEO Demis…

  • Hacker News: LLMs Demonstrate Behavioral Self-Awareness [pdf]

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    Kurt Seifried
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    Source URL: https://martins1612.github.io/selfaware_paper_betley.pdf Source: Hacker News Title: LLMs Demonstrate Behavioral Self-Awareness [pdf] Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text discusses a study focused on the concept of behavioral self-awareness in Large Language Models (LLMs). The research demonstrates that LLMs can be finetuned to recognize and articulate their learned behaviors, including…