วีดีโอ

Interested in AI Agents? Join PolyAgent Community: www.polyagent.co/ 📑 Paper: "Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence" www.arxiv.org/abs/2407.07061 0:00 - Introduction and Session Overview 1:10 - Self-introductions by Participants 7:13 - Paper Overview: Internet of Agents Framework 9:02 - Discussion on Multi-Agent Systems Inspired by the Human B...

Interested in AI Agents? Join PolyAgent Community: www.polyagent.co/ 📄 Overview of the Papers Discussed (5 mins) - Quick summary of the key papers we'll be exploring: 📑 Paper 1: "Learning-From-Mistakes Prompting for Indigenous Language Translation" arxiv.org/abs/2407.13343 Timestamps: 0:00 - Introduction and overview of session structure 1:04 - Participant introductions 4:46 - Introduction of a...

Test run Llama3.1:405b on 8x Tesla H100-80Gb node using ollama

📑 Paper Review: "Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy" arxiv.org/abs/2407.06813v1 0:00 - Introduction and overview of the chosen paper on self-evolving LLM-based agents for AI diplomacy 3:22 - Discussion on how the paper's approach differs from traditional reinforcement learning 6:16 - Debate on the role of pre-existing LLM knowledge and biases 9:49 - Thoughts on training ...

0:00 - Introductions and initial discussion 6:17 - Discussion on data augmentation and bias in AI models 9:43 - Neuroscience perspective on memory and cognition 15:31 - Critique of the episodic memory graph system 19:11 - Evaluation methodology and limitations of the paper 24:51 - Potential healthcare applications of AI personas 28:42 - AI empathy, autonoetic consciousness and psychiatric disor...

Artur Kiulian, founder of Polyagent and researcher in LLMs, sheds light on the societal impact of LLMs and the Importance of culture and language preservation in the age of AI globalization. Timestamps: 0:00 - Introduction and background on the importance of cultural heritage and language 1:45 - Personal story of traveling in Central America and realizing the threat to native languages 3:30 - S...

0:00 - Introduction of Artur Kiulian and topic of fine-tuning large language models for low resource underrepresented languages 1:30 - Original goal of preserving indigenous languages using LLMs 2:10 - UNLP conference challenge to fine-tune a model for Ukrainian 3:00 - Challenges with existing open-source models being English-biased 4:10 - Testing foundation models on Ukrainian language queries...

0:00 - Quick introductions of participants 7:57 - Overview of AIOS paper and goals of embedding LLMs into operating systems 10:08 - Skepticism about AIOS approach leading to AGI 12:52 - Discussion of agent scheduling abstractions in the paper 17:02 - Concerns about data integration and provenance in AIOS 21:11 - Using heuristics and inference to determine relevant information (e.g. "Paris, Fran...

0:00 - Introduction to controversial topic of AI regulation and trying to avoid extremes 1:00 - Society's response to risks and binary classification of "doomsayers" vs "tech utopians" 1:45 - Mapping out risks and the complexity of regulating AI 2:30 - Framework considering viability and need to regulate AI in different domains 3:15 - Complexity based on probability and potential impact of AI r...

AI Papers Review - LLM prompting structure and design - The Art and Science of Speaking to AI - S03

AI Papers Review - LLM Summarization, easy task, impossible evaluation - S02

AI Papers Review - CRAG, RAPTOR RAG - Diving into RAG and AI Agents - S01