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Tag: llms

  • Simon Willison’s Weblog: Quoting François Chollet

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    Source URL: https://simonwillison.net/2024/Dec/20/francois-chollet/#atom-everything Source: Simon Willison’s Weblog Title: Quoting François Chollet Feedly Summary: OpenAI’s new o3 system – trained on the ARC-AGI-1 Public Training set – has scored a breakthrough 75.7% on the Semi-Private Evaluation set at our stated public leaderboard $10k compute limit. A high-compute (172x) o3 configuration scored 87.5%. This is a surprising…

  • Hacker News: OpenAI O3 breakthrough high score on ARC-AGI-PUB

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    Source URL: https://arcprize.org/blog/oai-o3-pub-breakthrough Source: Hacker News Title: OpenAI O3 breakthrough high score on ARC-AGI-PUB Feedly Summary: Comments AI Summary and Description: Yes **Short Summary with Insight:** OpenAI’s new o3 system has achieved significant breakthroughs in AI capabilities, particularly in novel task adaptation, as evidenced by its performance on the ARC-AGI benchmark. This development signals a…

  • Cloud Blog: The Year in Google Cloud – 2024

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    Source URL: https://cloud.google.com/blog/products/gcp/top-google-cloud-blogs/ Source: Cloud Blog Title: The Year in Google Cloud – 2024 Feedly Summary: If you’re a regular reader of this blog, you know that 2024 was a busy year for Google Cloud. From AI to Zero Trust, and everything in between, here’s a chronological recap of our top blogs of 2024, according…

  • The Cloudflare Blog: Hi Claude, build an MCP server on Cloudflare Workers

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    Source URL: https://blog.cloudflare.com/model-context-protocol/ Source: The Cloudflare Blog Title: Hi Claude, build an MCP server on Cloudflare Workers Feedly Summary: Want Claude to interact with your app directly? Build an MCP server on Workers. That will enable you to connect your service directly, allowing Claude to understand and run tasks on your behalf. AI Summary and…

  • Unit 42: Now You See Me, Now You Don’t: Using LLMs to Obfuscate Malicious JavaScript

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    Source URL: https://unit42.paloaltonetworks.com/?p=137970 Source: Unit 42 Title: Now You See Me, Now You Don’t: Using LLMs to Obfuscate Malicious JavaScript Feedly Summary: This article demonstrates how AI can be used to modify and help detect JavaScript malware. We boosted our detection rates 10% with retraining. The post Now You See Me, Now You Don’t: Using…

  • Simon Willison’s Weblog: December in LLMs has been a lot

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    Source URL: https://simonwillison.net/2024/Dec/20/december-in-llms-has-been-a-lot/#atom-everything Source: Simon Willison’s Weblog Title: December in LLMs has been a lot Feedly Summary: I had big plans for December: for one thing, I was hoping to get to an actual RC of Datasette 1.0, in preparation for a full release in January. Instead, I’ve found myself distracted by a constant barrage…

  • Simon Willison’s Weblog: Building effective agents

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    Source URL: https://simonwillison.net/2024/Dec/20/building-effective-agents/#atom-everything Source: Simon Willison’s Weblog Title: Building effective agents Feedly Summary: Building effective agents My principal complaint about the term “agents" is that while it has many different potential definitions most of the people who use it seem to assume that everyone else shares and understands the definition that they have chosen to…

  • The Register: Infosec experts divided on AI’s potential to assist red teams

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    Source URL: https://www.theregister.com/2024/12/20/gen_ai_red_teaming/ Source: The Register Title: Infosec experts divided on AI’s potential to assist red teams Feedly Summary: Yes, LLMs can do the heavy lifting. But good luck getting one to give evidence CANALYS FORUMS APAC Generative AI is being enthusiastically adopted in almost every field, but infosec experts are divided on whether it…

  • Simon Willison’s Weblog: Gemini 2.0 Flash "Thinking mode"

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    Source URL: https://simonwillison.net/2024/Dec/19/gemini-thinking-mode/#atom-everything Source: Simon Willison’s Weblog Title: Gemini 2.0 Flash "Thinking mode" Feedly Summary: Those new model releases just keep on flowing. Today it’s Google’s snappily named gemini-2.0-flash-thinking-exp, their first entrant into the o1-style inference scaling class of models. I posted about a great essay about the significance of these just this morning. From…

  • Hacker News: Lightweight Safety Classification Using Pruned Language Models

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    Source URL: https://arxiv.org/abs/2412.13435 Source: Hacker News Title: Lightweight Safety Classification Using Pruned Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents an innovative technique called Layer Enhanced Classification (LEC) for enhancing content safety and prompt injection classification in Large Language Models (LLMs). It highlights the effectiveness of using smaller, pruned…