Tags: agents* + llm*

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  1. The author discusses the development of a function calling large language model (LLM) that significantly improves latency for agentic applications. This LLM matches or even exceeds the performance of other frontier LLMs. It is integrated into an open-source intelligent gateway for agentic applications, allowing developers to focus on more differentiated aspects of their projects. The model and the gateway are available on Hugging Face and GitHub, respectively.

    2025-01-18 Tags: , , , , , by klotz
  2. NVIDIA announces the Llama Nemotron family of agentic AI models, optimized for a range of tasks with high accuracy and compute efficiency, offering open licenses for enterprise use. These models leverage NVIDIA's techniques for simplifying AI agent development, integrating foundation models with capabilities in language understanding, decision-making, and reasoning. The article discusses the model's optimization, data alignment, and computational efficiency, emphasizing tools like NVIDIA NeMo for model customization and alignment.

    2025-01-12 Tags: , , , , by klotz
  3. Simon Willison shares his predictions regarding the development of AI and LLMs over the next 1, 3, and 6 years. He discusses the potential failure of AI agents to fully realize their expected capabilities, the success of coding and research assistants, a Pulitzer prize for AI-assisted investigative reporting within three years, the emergence of privacy laws, the creation of amazing art in six years, and concerns about AGI/ASI leading to mass civil unrest.

    2025-01-10 Tags: , , , by klotz
  4. Perplexity AI's founder Aravind Srinivas outlines a vision where AI agents become the target audience for digital advertising, potentially replacing human attention.

    2025-01-04 Tags: , , , , by klotz
  5. An article discussing ten predictions for the future of data science and artificial intelligence in 2025, covering topics such as AI agents, open-source models, safety, and governance.

  6. smolagents is a simple library that enables agentic capabilities for language models, allowing them to interact with external tools and perform tasks based on real-world data.

    2024-12-31 Tags: , , , , by klotz
  7. Hugging Face's SmolAgents simplifies the creation of intelligent agents by allowing developers to build them with just a few lines of code using powerful pretrained models.

    2024-12-31 Tags: , , , by klotz
  8. smolagents is a library that enables you to run powerful agents with minimal complexity, supporting any LLM and offering first-class support for code agents.

    2024-12-31 Tags: , , , , , by klotz
  9. A workshop hosted by Princeton Language and Intelligence featuring experts on developing, evaluating, and ensuring the reliability of AI agents, with sessions on developer tools, real-world evaluations, and ensuring reliability.

    2024-12-21 Tags: , , by klotz
  10. This paper explores the cultural evolution of cooperation among LLM agents through a variant of the Donor Game, finding significant differences in cooperative behavior across various base models and initial strategies.

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