@AndrewYNg is joining us at Interrupt to talk about the future of AI agents. Hear what he's learned from building DeepLearning.AI and AI Fund. May 13-14 in SF: https://interrupt.langchain.com
AGENTS
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Diverse Implementation Approaches CLI TUI Tool Use
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very cool! I love to see all the different directions people take it in, here esp the CLI, TUI, tool use aspects.
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Trust and Traceability Challenges in AI Agent Systems
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Good point! Trust and traceability are still big gaps in agent systems.
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Runway Characters: Create Custom AI Assistants for Learning
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Learn a new language. Discuss the nature of thought. Or, just figure out why your plants keep giving up on you.
— Runway (@runwayml) 10 mars 2026
Try Runway Characters today directly inside the web app. Explore preset Characters. Or, create your own.https://t.co/8P77A3Tq3K https://t.co/ZBPy0YFRCVLearn a new language. Discuss the nature of thought. Or, just figure out why your plants keep giving up on you. Try Runway Characters today directly inside the web app. Explore preset Characters. Or, create your own. http://
app.runwayml.com/characters -
Introducing arXivQA: Training retrieval agents for arXiv search
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Introducing arXivQA: Training retrieval agents for arXiv search We curate a multi-hop arXiv dataset based on real queries and use rubric-as-rewards to train a Qwen model for production-grade retrieval Our latest blog details our experience training with both RLVR and rubrics
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Karpathy’s AutoResearch Enables AI Self-Improvement Loop
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You can now give an AI a GPU and let it improve its own model overnight. This repo turns LLM research into an automated search loop. @karpathy just open-sourced a system that lets AI iterate on its own training code. Karpathy’s AutoResearch turns LLM improvement into an
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NVIDIA Scales Agent Inference with Engineering Stack Innovation
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NVIDIA's AI Engineers: Agent Inference at Scale and "Speed of Light" https://
latent.space/p/nvidia-brev-
dynamo
… @nvidia is embracing Engineers at all levels of the stack: from the sublime DX of @brevdev
, to the open source datacenter framework of Dynamo. @KranenKyle and @NaderLikeLadder join -
Agent-to-Agent Communication: The New AI Frontier
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The tide is turning. The focus is now agent-to-agent communication.
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Self-Evolving AI Agents Tool Genesis Benchmark Research
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New research on Self-Evolving AI Agents. Really interesting benchmark for evaluating a critical but overlooked capability: can LLMs create reusable tools from scratch, not just use existing ones? Tool-Genesis tests whether models can infer interfaces, generate schemas, and
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Portfolio Strategy: Specialized Models Beat One-Size-Fits-All
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The winning strategy is not one model to rule them all. It’s a portfolio: • reasoning models
• fast models
• research models
• coding agents
• multimodal systems
A model for every job.