Discover AI Courses

Beyond RAG: Continual Learning of Large Language Models with InCA

Discover how InCA enables continuous learning in LLMs through innovative in-context learning and external modules, offering an alternative to traditional RAG and fine-tuning approaches.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Chain-of-Thought Reasoning in Large Language Models - Exploring SFT and RL Relevance

Delve into the mechanics of Chain-of-Thought reasoning in OpenAI's o3 model, exploring how supervised fine-tuning and reinforcement learning impact inference-time decision making.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Dirichlet Energy Minimization Explains In-Context Learning

Explore groundbreaking Harvard research on how Dirichlet Energy Minimization explains in-context learning in LLMs, optimizing RAG systems and transformer learning without expensive fine-tuning.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Better In-Context Learning and RAG System Optimization

Dive into cutting-edge research on optimizing Large Language Models through improved In-Context Learning and RAG systems, without expensive fine-tuning or pre-training procedures.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Two-Phase Pretraining - Enhancing LLM Accuracy and Scalability

Discover cutting-edge techniques for enhancing Large Language Model training through a two-phase approach, focusing on core functionalities to improve accuracy and scalability.

• YouTube
• 19 minutes
• On-Demand
• Free Video

The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning

Explore the entropy mechanism in LLM reasoning and how entropy minimization impacts reinforcement learning for language models, based on research from leading AI institutions.

• YouTube
• 37 minutes
• On-Demand
• Free Video

CRAZY LLM Tests: The Best AI Model from 199 and AGI-2

Discover a comprehensive guide through AI benchmark tests, comparing 199 LLM models and exploring the latest ARC AGI-2 results to help you identify the best AI model for your needs.

• YouTube
• 25 minutes
• On-Demand
• Free Video

New Symbolic Reasoning: DecisionFlow - Advancing Large Language Models as Principled Decision Makers

Discover DecisionFlow, a new symbolic utility reasoning AI model that enhances Chain of Thought by 30%, providing powerful critical decision support capabilities.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Reinforcement Learning = Physics? The Mind-Bending Connection Between AI and Theoretical Physics

Explore the fascinating intersection of theoretical physics and AI, examining how reinforcement learning connects with statistical mechanics through concepts like entropy and Boltzmann distribution.

• YouTube
• 40 minutes
• On-Demand
• Free Video

RAG is Exploding: 58 New RAG Methods in 48 Hours - Hitchhiker's Guide to the RAG Galaxy

Explore the rapidly evolving world of Retrieval Augmented Generation (RAG) with insights into 58 new methods, from classical systems to multi-agent Knowledge Graph RAG RL approaches for 2025.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Vibe Coding: Build App in 15 Minutes with Google CREATE

Discover how to build a fully operational app in just 15 minutes using Google's new CREATE AI with Gemini 2.5 Flash - no coding required, completely free, and browser-based.

• YouTube
• 22 minutes
• On-Demand
• Free Video

DeepSeek R1 0528 - 8B vs 671B Logic Reasoning Test

Explore the reasoning capabilities of DeepSeek R1 0528 models through a comparative logic puzzle test between the 8B distilled version and the full 671B model, revealing performance differences.

• YouTube
• 42 minutes
• On-Demand
• Free Video

RAG and Self-Evolving Agent ALITA with MCP Toolbox

Explore ALITA, a self-evolving AI agent that uses RAG-MCP for unscripted evolution, enabling scalable agentic reasoning with minimal predefinition and maximum adaptability.

• YouTube
• 20 minutes
• On-Demand
• Free Video

AI Thinking Illusion by Apple - Debunked

Explore AI reasoning capabilities through detailed performance testing of OpenAI o3, DeepSeek R1, and Claude Opus 4 to determine if AI can truly think or just mimics reasoning patterns.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Mistral AI Magistral Medium - Causal Reasoning Test and Performance Evaluation

Discover Mistral AI's new Magistral models through live causal reasoning tests, comparing performance between open-source and enterprise versions with real-time coding challenges.

• YouTube
• 22 minutes
• On-Demand
• Free Video