Tag: robustness

  • Simon Willison’s Weblog: New audio models from OpenAI, but how much can we rely on them?

    Source URL: https://simonwillison.net/2025/Mar/20/new-openai-audio-models/#atom-everything Source: Simon Willison’s Weblog Title: New audio models from OpenAI, but how much can we rely on them? Feedly Summary: OpenAI announced several new audio-related API features today, for both text-to-speech and speech-to-text. They’re very promising new models, but they appear to suffer from the ever-present risk of accidental (or malicious) instruction…

  • Hacker News: Google calls Gemma 3 the most powerful AI model you can run on one GPU

    Source URL: https://www.theverge.com/ai-artificial-intelligence/627968/google-gemma-3-open-ai-model Source: Hacker News Title: Google calls Gemma 3 the most powerful AI model you can run on one GPU Feedly Summary: Comments AI Summary and Description: Yes Summary: Google has unveiled Gemma 3, an updated AI model that enhances capabilities for developers creating applications across diverse platforms. This release emphasizes performance, particularly…

  • Hacker News: FOSS infrastructure is under attack by AI companies

    Source URL: https://thelibre.news/foss-infrastructure-is-under-attack-by-ai-companies/ Source: Hacker News Title: FOSS infrastructure is under attack by AI companies Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses recent disruptions faced by open-source projects due to aggressive AI crawlers that disregard robots.txt protocols, leading to significant operations challenges and increased workloads for system administrators. It highlights…

  • Hacker News: Writing an LLM from scratch, part 10 – dropout

    Source URL: https://www.gilesthomas.com/2025/03/llm-from-scratch-10-dropout Source: Hacker News Title: Writing an LLM from scratch, part 10 – dropout Feedly Summary: Comments AI Summary and Description: Yes Summary: The text details the concept and implementation of dropout within the training of large language models (LLMs), specifically within a PyTorch context. It illustrates the importance of dropout in spreading…

  • Hacker News: An early look at cryptographic watermarks for AI-generated content

    Source URL: https://blog.cloudflare.com/an-early-look-at-cryptographic-watermarks-for-ai-generated-content/ Source: Hacker News Title: An early look at cryptographic watermarks for AI-generated content Feedly Summary: Comments AI Summary and Description: Yes Summary: The text focuses on the emerging practice of watermarking in generative AI, particularly emphasizing a new cryptographic approach aimed at ensuring the provenance of AI-generated content. It highlights the significance…

  • The Cloudflare Blog: An early look at cryptographic watermarks for AI-generated content

    Source URL: https://blog.cloudflare.com/an-early-look-at-cryptographic-watermarks-for-ai-generated-content/ Source: The Cloudflare Blog Title: An early look at cryptographic watermarks for AI-generated content Feedly Summary: It’s hard to tell the difference between web content produced by humans and web content produced by AI. We’re taking new approach to making AI content distinguishable without impacting performance. AI Summary and Description: Yes Summary:…

  • Hacker News: LLM generated code is like particleboard

    Source URL: https://so.dang.cool/blog/2023-12-30-llm-generated-code-is-like-particleboard.html Source: Hacker News Title: LLM generated code is like particleboard Feedly Summary: Comments AI Summary and Description: Yes Summary: The text draws an analogy between LLM-generated code and particleboard, suggesting that while LLM code is useful for mass production and cost efficiency, it lacks the durability and craftsmanship of hand-written code, analogous…

  • The Register: Kernel saunters – How Apple rearranged its XNU kernel with exclaves

    Source URL: https://www.theregister.com/2025/03/08/kernel_sanders_apple_rearranges_xnu/ Source: The Register Title: Kernel saunters – How Apple rearranged its XNU kernel with exclaves Feedly Summary: iPhone giant compartmentalizes OS for the sake of security Apple has been working to harden the XNU kernel that powers its various operating systems, including iOS and macOS, with a feature called “exclaves."… AI Summary…

  • Hacker News: Study: Large language models still lack general reasoning skills

    Source URL: https://santafe.edu/news-center/news/study-large-language-models-still-lack-general-reasoning-skills Source: Hacker News Title: Study: Large language models still lack general reasoning skills Feedly Summary: Comments AI Summary and Description: Yes Summary: This text discusses research findings on the reasoning capabilities of large language models (LLMs) like GPT-4. It highlights the limitations of these models in understanding and solving complex analogy puzzles…