Experimental News Clipping Site

Tag: future research

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

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    Kurt Seifried
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    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

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    Kurt Seifried
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    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: Any insider takes on Yann LeCun’s push against current architectures?

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    Kurt Seifried
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    Source URL: https://news.ycombinator.com/item?id=43325049 Source: Hacker News Title: Any insider takes on Yann LeCun’s push against current architectures? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Yann Lecun’s perspective on the limitations of large language models (LLMs) and introduces the concept of an ‘energy minimization’ architecture to address issues like hallucinations. This…

  • Hacker News: ARC-AGI without pretraining

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    Kurt Seifried
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    Source URL: https://iliao2345.github.io/blog_posts/arc_agi_without_pretraining/arc_agi_without_pretraining.html Source: Hacker News Title: ARC-AGI without pretraining Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents “CompressARC,” a novel method demonstrating that lossless information compression can generate intelligent behavior in artificial intelligence (AI) systems, notably in solving ARC-AGI puzzles without extensive pretraining or large datasets. This approach challenges conventional…

  • The Register: Does terrible code drive you mad? Wait until you see what it does to OpenAI’s GPT-4o

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/02/27/llm_emergent_misalignment_study/ Source: The Register Title: Does terrible code drive you mad? Wait until you see what it does to OpenAI’s GPT-4o Feedly Summary: Model was fine-tuned to write vulnerable software – then suggested enslaving humanity Computer scientists have found that fine-tuning notionally safe large language models to do one thing badly can negatively…

  • Hacker News: Evaluating modular RAG with reasoning models

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    Kurt Seifried
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    Source URL: https://www.kapa.ai/blog/evaluating-modular-rag-with-reasoning-models Source: Hacker News Title: Evaluating modular RAG with reasoning models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text outlines the challenges and potential of Modular Retrieval-Augmented Generation (RAG) systems using reasoning models like o3-mini. It emphasizes the distinction between reasoning capabilities and practical experience in tool usage, highlighting insights…

  • Hacker News: Narrow finetuning can produce broadly misaligned LLM [pdf]

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    Kurt Seifried
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    Source URL: https://martins1612.github.io/emergent_misalignment_betley.pdf Source: Hacker News Title: Narrow finetuning can produce broadly misaligned LLM [pdf] Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The document presents findings on the phenomenon of “emergent misalignment” in large language models (LLMs) like GPT-4o when finetuned on specific narrow tasks, particularly the creation of insecure code. The results…

  • Schneier on Security: More Research Showing AI Breaking the Rules

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    Kurt Seifried
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    Source URL: https://www.schneier.com/blog/archives/2025/02/more-research-showing-ai-breaking-the-rules.html Source: Schneier on Security Title: More Research Showing AI Breaking the Rules Feedly Summary: These researchers had LLMs play chess against better opponents. When they couldn’t win, they sometimes resorted to cheating. Researchers gave the models a seemingly impossible task: to win against Stockfish, which is one of the strongest chess engines…

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

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    Kurt Seifried
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    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…