Tag: Prompt Engine

  • 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…

  • Hacker News: Using AI for Coding: My Journey with Cline and Large Language Models

    Source URL: https://pgaleone.eu/ai/coding/2025/01/26/using-ai-for-coding-my-experience/ Source: Hacker News Title: Using AI for Coding: My Journey with Cline and Large Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the author’s experience in utilizing AI tools, specifically LLMs, for enhancing the design and development processes of a SaaS platform. It emphasizes the transformative…

  • Hacker News: Why Your AI Product Team Needs an AI Quality Lead

    Source URL: https://freeplay.ai/blog/why-your-ai-product-team-needs-an-ai-quality-lead Source: Hacker News Title: Why Your AI Product Team Needs an AI Quality Lead Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the establishment of the “AI Quality Lead” role at Help Scout, highlighting its importance in enhancing AI team’s effectiveness and product quality through domain expertise combined…

  • Simon Willison’s Weblog: Anthropic’s new Citations API

    Source URL: https://simonwillison.net/2025/Jan/24/anthropics-new-citations-api/#atom-everything Source: Simon Willison’s Weblog Title: Anthropic’s new Citations API Feedly Summary: Here’s a new API-only feature from Anthropic that requires quite a bit of assembly in order to unlock the value: Introducing Citations on the Anthropic API. Let’s talk about what this is and why it’s interesting. Citations for Retrieval Augmented Generation…

  • OpenAI : Operator System Card

    Source URL: https://openai.com/index/operator-system-card Source: OpenAI Title: Operator System Card Feedly Summary: Drawing from OpenAI’s established safety frameworks, this document highlights our multi-layered approach, including model and product mitigations we’ve implemented to protect against prompt engineering and jailbreaks, protect privacy and security, as well as details our external red teaming efforts, safety evaluations, and ongoing work…

  • Simon Willison’s Weblog: Quoting Laurie Voss

    Source URL: https://simonwillison.net/2025/Jan/21/laurie-voss/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Laurie Voss Feedly Summary: Is what you’re doing taking a large amount of text and asking the LLM to convert it into a smaller amount of text? Then it’s probably going to be great at it. If you’re asking it to convert into a roughly equal…

  • CSA: Using AI Effectively: An Intro to Prompt Engineering

    Source URL: https://cloudsecurityalliance.org/blog/2025/01/15/unlocking-the-power-of-ai-an-intro-to-prompt-engineering Source: CSA Title: Using AI Effectively: An Intro to Prompt Engineering Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the importance of prompt engineering in utilizing Large Language Models (LLMs) effectively, highlighting how tailored prompts can improve the outputs from AI systems. The focus is on crafting clear instructions…

  • Hacker News: AI Engineer Reading List

    Source URL: https://www.latent.space/p/2025-papers Source: Hacker News Title: AI Engineer Reading List Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text focuses on providing a curated reading list for AI engineers, particularly emphasizing recent advancements in large language models (LLMs) and related AI technologies. It is a practical guide designed to enhance the knowledge…

  • Hacker News: AI founders will learn The Bitter Lesson

    Source URL: https://lukaspetersson.github.io/blog/2025/bitter-vertical/ Source: Hacker News Title: AI founders will learn The Bitter Lesson Feedly Summary: Comments AI Summary and Description: Yes **Short Summary with Insight:** The text provides an in-depth analysis of the historical patterns in AI development, particularly highlighting the pitfalls of constrained AI solutions versus the benefits of leveraging computation for flexible,…

  • The Register: AI can improve on code it writes, but you have to know how to ask

    Source URL: https://www.theregister.com/2025/01/07/ai_can_write_improved_code_research/ Source: The Register Title: AI can improve on code it writes, but you have to know how to ask Feedly Summary: LLMs do more for developers who already know what they’re doing Large language models (LLMs) will write better code if you ask them, though it takes some software development experience to…