Seventy3

Mar 10 2025 165 ep. 16 mins 2

Seventy3 Podcast artwork

73播客，名字取材于Sheldon最喜欢的数字，内容由NotebookLM生成，每天跟随AI读AI业界论文。

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【第161期】VideoWorld：从无标签视频数据中学习复杂知识

Mar 10 2025 16 mins

Seventy3: 用NotebookLM将论文生成播客，让大家跟着AI一起进步。今天的主题是：VideoWorld: Exploring Knowledge Learning from Unlabeled VideosSummaryThe paper introduces VideoWorld, a novel approach to learning complex knowledge directly from unlabeled video data. It presents a video generation model that, unlike traditional language models, learns rules, reason

【第160期】AI Red Teaming实践经验总结

Mar 09 2025 19 mins

Seventy3: 用NotebookLM将论文生成播客，让大家跟着AI一起进步。今天的主题是：Lessons From Red Teaming 100 Generative AI ProductsSummaryAI red teaming, a practice for assessing the safety and security of generative AI systems, is explored in this paper, drawing from Microsoft's experience red teaming over 100 GenAI products. The authors share their internal th

【第159期】TheAgentCompany：评估 AI 代理在真实工作场景中执行任务的新基准

Mar 08 2025 18 mins

Seventy3: 用NotebookLM将论文生成播客，让大家跟着AI一起进步。今天的主题是：TheAgentCompany: Benchmarking LLM Agents on Consequential Real World TasksSummaryTheAgentCompany is introduced as a new benchmark for evaluating AI agents on real-world workplace tasks. This benchmark simulates a software company environment where agents perform tasks like web browsi

【第158期】图像生成CoT是什么样的

Mar 07 2025 17 mins

Seventy3: 用NotebookLM将论文生成播客，让大家跟着AI一起进步。今天的主题是：Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by StepSummaryThis research explores enhancing autoregressive image generation using Chain-of-Thought (CoT) reasoning strategies commonly applied to language models. The study adapts techniques like tes

【第157期】DiffuEraser：利用稳定扩散技术修复视频

Mar 06 2025 21 mins

Seventy3: 用NotebookLM将论文生成播客，让大家跟着AI一起进步。今天的主题是：DiffuEraser: A Diffusion Model for Video InpaintingSummaryDiffuEraser is a novel video inpainting model leveraging stable diffusion to address limitations in existing methods. Current video inpainting techniques often struggle with blurring and temporal inconsistencies, especially wi

【第156期】Mobile-Agent-E：智能手机上的Agent

Mar 05 2025 12 mins

Seventy3: 用NotebookLM将论文生成播客，让大家跟着AI一起进步。今天的主题是：Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex TasksSummaryThis research introduces Mobile-Agent-E, an innovative mobile assistant designed to handle complex, real-world tasks on smartphones. The system employs a hierarchical multi-agent framework with a self-evolution mo

【第155期】IntellAgent：多智能体框架

Mar 04 2025 12 mins

Seventy3: 用NotebookLM将论文生成播客，让大家跟着AI一起进步。今天的主题是：IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI SystemsSummaryThis document introduces IntellAgent, a novel, open-source multi-agent framework designed to evaluate conversational AI systems. IntellAgent addresses the shortcomings of traditional methods by automa

【第154期】Agentic RAG survey

Mar 03 2025 13 mins

Seventy3: 用NotebookLM将论文生成播客，让大家跟着AI一起进步。今天的主题是：Agentic Retrieval-Augmented Generation: A Survey on Agentic RAGSummaryThe provided text is a survey of Agentic Retrieval-Augmented Generation (RAG), a paradigm that enhances large language models by integrating autonomous AI agents into the RAG pipeline. This allows for dynamic retri

【第153期】Chain-of-Agents框架

Mar 02 2025 14 mins

Seventy3: 用NotebookLM将论文生成播客，让大家跟着AI一起进步。今天的主题是：Chain of Agents: Large Language Models Collaborating on Long-Context TasksSummaryLarge language models (LLMs) struggle with long contexts due to limitations in processing extensive information. The "Chain-of-Agents" (CoA) framework addresses this by using multiple LLM agents that col

【第152期】Kimi k1.5

Mar 01 2025 22 mins

Seventy3: 用NotebookLM将论文生成播客，让大家跟着AI一起进步。今天的主题是：Kimi k1.5: Scaling Reinforcement Learning with LLMsSummaryThis technical report introduces Kimi k1.5, a multimodal large language model trained with reinforcement learning (RL). The report highlights the model's training techniques, including long context scaling and policy optimizat