YouTube

2484 Courses

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California Institute of Technology
YouTube

Probabilistic Safety Guarantees Using Model Internals

Explore probabilistic safety guarantees for language models through analysis of model internals with Jacob Hilton from Alignment Research Center.
provider YouTube
pricing Free Video
duration 46 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Measurements for Capabilities and Hazards

Explore comprehensive measurement frameworks for AI capabilities and potential hazards, focusing on safety evaluation methodologies for large language models.
provider YouTube
pricing Free Video
duration 59 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Safeguarded AI Workflows

Explore the concept of safety-guaranteed LLMs and safeguarded AI workflows with David Dalrymple from MIT in this insightful talk.
provider YouTube
pricing Free Video
duration 56 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Theoretical and Empirical Aspects of Singular Learning Theory for AI Alignment

Explore theoretical and empirical aspects of Singular Learning Theory and its applications to AI alignment and safety-guaranteed language models.
provider YouTube
pricing Free Video
duration 1 hour 3 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Experimenting with Foundation Models

Explore practical, budget-friendly ways to experiment with Foundation Models, LLMs, and AI with expert guidance from AWS Hero Faye Ellis.
provider YouTube
pricing Free Video
duration 53 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Let's Take Back the AI and Integrate It Properly into Our Desktops

Explore how the Linux community can reclaim AI technology and integrate it meaningfully into desktop environments, offering valuable alternatives to proprietary implementations.
provider YouTube
pricing Free Video
duration 23 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Building a Local CAG System with Qwen3, Ollama and LangChain for Private Document AI Chatbots

Learn to build a fully local Cache-Augmented Generation (CAG) chatbot using Qwen3, Ollama, LangChain, and Streamlit that processes your private documents without external APIs or complex retrieval systems.
provider YouTube
pricing Free Video
duration 30 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Generative AI vs Agentic AI vs AI Agents

Explore the distinctions between generative AI, agentic AI, and AI agents, focusing on how agentic AI operates autonomously to solve complex problems in real-time.
provider YouTube
pricing Free Video
duration 18 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

A-MEM: Agentic Memory for LLM Agents - April Reading Group

Explore the A-MEM system for LLM agents that dynamically organizes knowledge using a Zettelkasten-inspired approach, creating contextual memory networks that evolve over time to enhance agent performance on complex tasks.
provider YouTube
pricing Free Video
duration 58 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Federated Learning Seminar - #127

Explore federated learning concepts with Alexander Tyurin from Skoltech and AIRI in this FLOW seminar, covering advanced research and applications in distributed machine learning.
provider YouTube
pricing Free Video
duration 57 minutes
sessions On-Demand

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With the development of artificial intelligence technologies, online education will play an increasingly important role in training specialists in this field. The opportunity to learn advanced technologies and methods, exchange experiences with colleagues from around the world and participate in real-life projects will make online learning in the field of AI an integral part of the education of the future!