Tag: human input
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Hacker News: Why Tool AIs Want to Be Agent AIs (2016)
Source URL: https://gwern.net/tool-ai Source: Hacker News Title: Why Tool AIs Want to Be Agent AIs (2016) Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a deep examination of the differing paradigms of autonomous AI systems, namely Agent AIs and Tool AIs, discussing their functionalities, risks, and economic implications. It highlights the…
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Hacker News: Ladder: Self-Improving LLMs Through Recursive Problem Decomposition
Source URL: https://arxiv.org/abs/2503.00735 Source: Hacker News Title: Ladder: Self-Improving LLMs Through Recursive Problem Decomposition Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces LADDER, a novel framework for enhancing the problem-solving capabilities of Large Language Models (LLMs) through a self-guided learning approach. By recursively generating simpler problem variants, LADDER enables models to…
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Hacker News: From Records to Agents: The Overlooked Revolution in Enterprise Software
Source URL: https://sperand.io/posts/the-future-of-enterprise-software/ Source: Hacker News Title: From Records to Agents: The Overlooked Revolution in Enterprise Software Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text outlines a transformative shift in enterprise software, moving from static records to autonomous business objects. This evolution involves the integration of artificial intelligence (AI) and advanced workflows,…
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Hacker News: Show HN: Mastra – Open-source TypeScript agent framework
Source URL: https://github.com/mastra-ai/mastra Source: Hacker News Title: Show HN: Mastra – Open-source TypeScript agent framework Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Mastra, a TypeScript framework designed to facilitate the rapid development of AI applications. It emphasizes key functionalities such as LLM model integration, agent systems, workflows, and retrieval-augmented generation…
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Hacker News: Automated Capability Discovery via Foundation Model Self-Exploration
Source URL: https://arxiv.org/abs/2502.07577 Source: Hacker News Title: Automated Capability Discovery via Foundation Model Self-Exploration Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper “Automated Capability Discovery via Model Self-Exploration” introduces a new framework (Automated Capability Discovery or ACD) designed to evaluate foundation models’ abilities by allowing one model to propose tasks for another…