Tag: retrieval

  • Hacker News: Evaluating Code Embedding Models

    Source URL: https://blog.voyageai.com/2024/12/04/code-retrieval-eval/ Source: Hacker News Title: Evaluating Code Embedding Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the challenges and limitations within the field of code retrieval, particularly as it pertains to embedding models used in coding assistants. It highlights the need for high-quality benchmarking datasets, identifies typical subtasks…

  • The Register: OpenAI unveils deep research agent for ChatGPT

    Source URL: https://www.theregister.com/2025/02/03/openai_unveils_deep_research_agent/ Source: The Register Title: OpenAI unveils deep research agent for ChatGPT Feedly Summary: Takes a bit more time to spout a bit less nonsense OpenAI today launched deep research in ChatGPT, a new agent that takes a little longer to perform a deeper dive into the web to come up with a…

  • 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: 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…

  • Cloud Blog: Announcing the general availability of Spanner Graph

    Source URL: https://cloud.google.com/blog/products/databases/spanner-graph-is-now-ga/ Source: Cloud Blog Title: Announcing the general availability of Spanner Graph Feedly Summary: In today’s complex digital world, building truly intelligent applications requires more than just raw data — you need to understand the intricate relationships within that data. Graph analysis helps reveal these hidden connections, and when combined with techniques like…

  • The Register: DeepSeek’s not the only Chinese LLM maker OpenAI and pals have to worry about. Right, Alibaba?

    Source URL: https://www.theregister.com/2025/01/30/alibaba_qwen_ai/ Source: The Register Title: DeepSeek’s not the only Chinese LLM maker OpenAI and pals have to worry about. Right, Alibaba? Feedly Summary: Qwen 2.5 Max tops both DS V3 and GPT-4o, cloud giant claims Analysis The speed and efficiency at which DeepSeek claims to be training large language models (LLMs) competitive with…

  • Google Online Security Blog: How we estimate the risk from prompt injection attacks on AI systems

    Source URL: https://security.googleblog.com/2025/01/how-we-estimate-risk-from-prompt.html Source: Google Online Security Blog Title: How we estimate the risk from prompt injection attacks on AI systems Feedly Summary: AI Summary and Description: Yes Summary: The text discusses emerging security challenges in modern AI systems, specifically focusing on a class of attacks called “indirect prompt injection.” It presents a comprehensive evaluation…

  • Hacker News: SciPhi (YC W24) Is Hiring

    Source URL: https://www.ycombinator.com/companies/sciphi/jobs/CVYWWpl-founding-ai-research-engineer Source: Hacker News Title: SciPhi (YC W24) Is Hiring Feedly Summary: Comments AI Summary and Description: Yes Summary: The text outlines the creation of a new position focused on developing an advanced autonomous agent for search and retrieval, utilizing cutting-edge AI models to enhance reasoning and data interpretation. This initiative underscores the…