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Tag: robustness

  • 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: 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: Show HN: Graceful token refresh for open source OAuth2 Server Ory Hydra

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    Kurt Seifried
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    Source URL: https://github.com/ory/hydra/releases/tag/v2.3.0 Source: Hacker News Title: Show HN: Graceful token refresh for open source OAuth2 Server Ory Hydra Feedly Summary: Comments AI Summary and Description: Yes Summary: The release of Ory Hydra 2.3.0 introduces significant enhancements to token refresh processes and compliance measures with OpenID Connect standards, marking an important update for security measures…

  • Hacker News: Skyvern Browser Agent 2.0: How We Reached State of the Art in Evals

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    Kurt Seifried
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    Source URL: https://blog.skyvern.com/skyvern-2-0-state-of-the-art-web-navigation-with-85-8-on-webvoyager-eval/ Source: Hacker News Title: Skyvern Browser Agent 2.0: How We Reached State of the Art in Evals Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the launch of Skyvern 2.0, an advanced autonomous web agent that achieves a benchmark score of 85.85% on the WebVoyager Eval. It details…

  • Google Online Security Blog: OSV-SCALIBR: A library for Software Composition Analysis

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    Kurt Seifried
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    Source URL: https://security.googleblog.com/2025/01/osv-scalibr-library-for-software.html Source: Google Online Security Blog Title: OSV-SCALIBR: A library for Software Composition Analysis Feedly Summary: AI Summary and Description: Yes Summary: The article discusses the launch of OSV-SCALIBR, an extensible library for software composition analysis (SCA) and file system scanning. It highlights its capabilities, including vulnerability scanning and Software Bill of Materials…

  • Simon Willison’s Weblog: Quoting gwern

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Jan/16/gwern/#atom-everything Source: Simon Willison’s Weblog Title: Quoting gwern Feedly Summary: […] much of the point of a model like o1 is not to deploy it, but to generate training data for the next model. Every problem that an o1 solves is now a training data point for an o3 (eg. any o1 session…

  • Hacker News: The Canva outage: another tale of saturation and resilience

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    Kurt Seifried
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    Source URL: https://surfingcomplexity.blog/2024/12/21/the-canva-outage-another-tale-of-saturation-and-resilience/ Source: Hacker News Title: The Canva outage: another tale of saturation and resilience Feedly Summary: Comments AI Summary and Description: Yes Summary: The incident at Canva, detailed by Brendan Humphries, highlights a series of interconnected failures that led to a significant service outage. Notably, a CDN misconfiguration and an API gateway performance…

  • Wired: The Startup That Wants to Revolutionize Satellite Navigation

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    Kurt Seifried
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    Source URL: https://www.wired.com/story/google-startup-wants-to-revolutionize-satellite-navigation/ Source: Wired Title: The Startup That Wants to Revolutionize Satellite Navigation Feedly Summary: SandboxAQ is a Google spinoff that through AI models wants to turn some technologies into alternatives to GPS AI Summary and Description: Yes **Summary:** The text discusses SandboxAQ’s innovative approach to navigation technology, which integrates artificial intelligence (AI) and…

  • The Register: To save the energy grid from AI, use open source AI, says open source body

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/09/linux_foundation_ai_energy_report/ Source: The Register Title: To save the energy grid from AI, use open source AI, says open source body Feedly Summary: Linux Foundation Energy argues rapidly decentralizing electricity sector can’t succeed with silos The energy industry needs to adopt open source AI software, and the collaborative processes used to create it, to…