Tag: performance

  • Simon Willison’s Weblog: OpenAI reasoning models: Advice on prompting

    Source URL: https://simonwillison.net/2025/Feb/2/openai-reasoning-models-advice-on-prompting/ Source: Simon Willison’s Weblog Title: OpenAI reasoning models: Advice on prompting Feedly Summary: OpenAI reasoning models: Advice on prompting OpenAI’s documentation for their o1 and o3 “reasoning models" includes some interesting tips on how to best prompt them: Developer messages are the new system messages: Starting with o1-2024-12-17, reasoning models support developer…

  • Simon Willison’s Weblog: Quoting Benedict Evans

    Source URL: https://simonwillison.net/2025/Feb/2/benedict-evans/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Benedict Evans Feedly Summary: Part of the concept of ‘Disruption’ is that important new technologies tend to be bad at the things that matter to the previous generation of technology, but they do something else important instead. Asking if an LLM can do very specific and…

  • Hacker News: Show HN: I built a full mulimodal LLM by merging multiple models into one

    Source URL: https://github.com/JigsawStack/omiai Source: Hacker News Title: Show HN: I built a full mulimodal LLM by merging multiple models into one Feedly Summary: Comments AI Summary and Description: Yes **Short Summary with Insight:** The text presents OmiAI, a highly versatile AI SDK designed specifically for Typescript that streamlines the use of large language models (LLMs).…

  • Hacker News: Sound & Efficient Generation of DOP Exploits via Programming Language Synthesis [pdf]

    Source URL: https://ilyasergey.net/assets/pdf/papers/doppler-usenix25.pdf Source: Hacker News Title: Sound & Efficient Generation of DOP Exploits via Programming Language Synthesis [pdf] Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses a novel approach to generating data-oriented exploits through a technique called Programming Language Synthesis (PLS). This method improves the efficiency and soundness of exploit…

  • Hacker News: Andrew Ng on DeepSeek

    Source URL: https://www.deeplearning.ai/the-batch/issue-286/ Source: Hacker News Title: Andrew Ng on DeepSeek Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text outlines significant advancements and trends in the field of generative AI, particularly emphasizing China’s emergence as a competitor to the U.S. in this domain, the implications of open weight models, and the innovative…

  • Hacker News: DeepSeek R1’s recipe to replicate o1 and the future of reasoning LMs

    Source URL: https://www.interconnects.ai/p/deepseek-r1-recipe-for-o1 Source: Hacker News Title: DeepSeek R1’s recipe to replicate o1 and the future of reasoning LMs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the recent developments and insights regarding the training of reasoning language models (RLMs), particularly focusing on the release of DeepSeek AI’s flagship reasoning model,…

  • Hacker News: Chatbot Software Begins to Face Fundamental Limitations

    Source URL: https://www.quantamagazine.org/chatbot-software-begins-to-face-fundamental-limitations-20250131/ Source: Hacker News Title: Chatbot Software Begins to Face Fundamental Limitations Feedly Summary: Comments AI Summary and Description: Yes **Summary**: The text details recent findings on the limitations of large language models (LLMs) in performing compositional reasoning tasks, highlighting inherent restrictions in their architecture that prevent them from effectively solving complex multi-step…

  • Hacker News: How to Run DeepSeek R1 Distilled Reasoning Models on RyzenAI and Radeon GPUs

    Source URL: https://www.guru3d.com/story/amd-explains-how-to-run-deepseek-r1-distilled-reasoning-models-on-amd-ryzen-ai-and-radeon/ Source: Hacker News Title: How to Run DeepSeek R1 Distilled Reasoning Models on RyzenAI and Radeon GPUs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the capabilities and deployment of DeepSeek R1 Distilled Reasoning models, highlighting their use of chain-of-thought reasoning for complex prompt analysis. It details how…

  • Slashdot: Were DeepSeek’s Development Costs Much Higher Than Reported?

    Source URL: https://slashdot.org/story/25/02/01/0517258/were-deepseeks-development-costs-much-higher-than-reported?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Were DeepSeek’s Development Costs Much Higher Than Reported? Feedly Summary: AI Summary and Description: Yes Summary: The text provides insight into the competitive landscape of AI development, particularly focused on the rapid rise of China’s DeepSeek company. It highlights implications for the U.S. market in terms of pricing strategies…

  • The Register: Intel has officially missed the boat for AI in the datacenter

    Source URL: https://www.theregister.com/2025/02/01/intel_ai_datacenter/ Source: The Register Title: Intel has officially missed the boat for AI in the datacenter Feedly Summary: But it still has a chance at the edge and the PC Comment Any hope Intel may have had of challenging rivals Nvidia and AMD for a slice of the AI accelerator market dissolved on…