Tag: lm
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Hacker News: Auto-Differentiating Any LLM Workflow: A Farewell to Manual Prompting
Source URL: https://arxiv.org/abs/2501.16673 Source: Hacker News Title: Auto-Differentiating Any LLM Workflow: A Farewell to Manual Prompting Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses LLM-AutoDiff, a novel framework aimed at improving the efficiency of prompt engineering for large language models (LLMs) by utilizing automatic differentiation principles. This development has significant implications…
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Hacker News: Show HN: Simple to build MCP servers that easily connect with custom LLM calls
Source URL: https://mirascope.com/learn/mcp/server/ Source: Hacker News Title: Show HN: Simple to build MCP servers that easily connect with custom LLM calls Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the MCP (Model Context Protocol) Server in Mirascope, focusing on how to implement a simple book recommendation server that facilitates secure interactions…
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Hacker News: Notes on OpenAI O3-Mini
Source URL: https://simonwillison.net/2025/Jan/31/o3-mini/ Source: Hacker News Title: Notes on OpenAI O3-Mini Feedly Summary: Comments AI Summary and Description: Yes Summary: The announcement of OpenAI’s o3-mini model marks a significant development in the landscape of large language models (LLMs). With enhanced performance on specific benchmarks and user functionalities that include internet search capabilities, o3-mini aims to…
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Simon Willison’s Weblog: OpenAI o3-mini, now available in LLM
Source URL: https://simonwillison.net/2025/Jan/31/o3-mini/#atom-everything Source: Simon Willison’s Weblog Title: OpenAI o3-mini, now available in LLM Feedly Summary: o3-mini is out today. As with other o-series models it’s a slightly difficult one to evaluate – we now need to decide if a prompt is best run using GPT-4o, o1, o3-mini or (if we have access) o1 Pro.…
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Hacker News: Large Language Models Think Too Fast to Explore Effectively
Source URL: https://arxiv.org/abs/2501.18009 Source: Hacker News Title: Large Language Models Think Too Fast to Explore Effectively Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper titled “Large Language Models Think Too Fast To Explore Effectively” investigates the exploratory capabilities of Large Language Models (LLMs). It highlights that while LLMs excel in many domains,…
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Wired: DeepSeek’s Safety Guardrails Failed Every Test Researchers Threw at Its AI Chatbot
Source URL: https://www.wired.com/story/deepseeks-ai-jailbreak-prompt-injection-attacks/ Source: Wired Title: DeepSeek’s Safety Guardrails Failed Every Test Researchers Threw at Its AI Chatbot Feedly Summary: Security researchers tested 50 well-known jailbreaks against DeepSeek’s popular new AI chatbot. It didn’t stop a single one. AI Summary and Description: Yes Summary: The text highlights the ongoing battle between hackers and security researchers…
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Cloud Blog: Improving model performance with PyTorch/XLA 2.6
Source URL: https://cloud.google.com/blog/products/application-development/pytorch-xla-2-6-helps-improve-ai-model-performance/ Source: Cloud Blog Title: Improving model performance with PyTorch/XLA 2.6 Feedly Summary: For developers who want to use the PyTorch deep learning framework with Cloud TPUs, the PyTorch/XLA Python package is key, offering developers a way to run their PyTorch models on Cloud TPUs with only a few minor code changes. It…
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News: Tackling cybercrime: common challenges and legislative solutions identified by Europol and Eurojust
Source URL: https://www.europol.europa.eu/media-press/newsroom/news/tackling-cybercrime-common-challenges-and-legislative-solutions-identified-europol-and-eurojust Source: News Title: Tackling cybercrime: common challenges and legislative solutions identified by Europol and Eurojust Feedly Summary: The report highlights several pressing challenges faced by law enforcement, including the overwhelming volume of digital data, the risk of data loss, and the persistent barriers to accessing critical information due to legal and technical…
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Hacker News: Mini-R1: Reproduce DeepSeek R1 "Aha Moment"
Source URL: https://www.philschmid.de/mini-deepseek-r1 Source: Hacker News Title: Mini-R1: Reproduce DeepSeek R1 "Aha Moment" Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the release of DeepSeek R1, an open model for complex reasoning tasks that utilizes reinforcement learning algorithms, specifically Group Relative Policy Optimization (GRPO). It offers insight into the model’s training…
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The Register: Google to Iran: Yes, we see you using Gemini for phishing and scripting. We’re onto you
Source URL: https://www.theregister.com/2025/01/31/state_spies_google_gemini/ Source: The Register Title: Google to Iran: Yes, we see you using Gemini for phishing and scripting. We’re onto you Feedly Summary: And you, China, Russia, North Korea … Guardrails block malware generation Google says it’s spotted Chinese, Russian, Iranian, and North Korean government agents using its Gemini AI for nefarious purposes,…