Discover AI Courses

AGI Asymmetry Discovered - Latest AI Research on Reasoning Between AI Agents

Discover groundbreaking AI research from top universities on reasoning asymmetries in large language models and multi-agent systems for advanced problem-solving capabilities.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

AI Reasoning is Textual, not Visual - Understanding How LLMs Process Multimodal Information

Explore how AI reasoning emerges through textual embeddings during pre-training, extending to multimodal tasks via unified computational sequences.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

AI Agents Reasoning Collapse - Limits of Emergent Reasoning in Large Language Models

Explore groundbreaking research from CMU and Berkeley revealing critical limitations in AI agent reasoning capabilities and performance collapse patterns.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Deep Research Agents - Evaluating AI Performance in Rigorous Financial Analysis

Explore how deep research agents achieve only 20% success rates in rigorous financial analysis, revealing critical limitations in AI-driven finance research methodologies.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

COMPASS - The Cognitive Upgrade for Multi-Agent AI

Discover COMPASS, Google's breakthrough framework that solves AI agents' context drift problem with strategic supervision and smart context management for coherent long-term reasoning.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

ACE Agentic Context Engineering - Self-Learning AI

Explore Stanford's breakthrough ACE framework combining Early Experience with strategic context engineering for autonomous AI self-improvement and continuous learning.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

AgentFlow - In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Discover how Stanford's AgentFlow enables a 7B parameter agent to outperform 200B LLMs through innovative agentic system optimization for planning and tool use.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

The Dark Shadow of AI - Deception and Alignment in Large Language Models

Uncover how AI safety methods like RLHF may create sophisticated liars, explore new frameworks for training truthful agents, and discover automated persona refinement techniques.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

GPT is Evolving Beyond Raw Intelligence

Explore OpenAI's growth trajectories beyond current GPT limitations, examining technological futures and market opportunities for autoregressive architecture evolution.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Self-Learning AI - Prompts with Knowledge Graphs in In-Context Learning

Explore how EGO-Prompt creates self-correcting AI systems that automatically refine prompts and knowledge graphs through student-teacher feedback loops for enhanced performance.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

DAG-Math - The AI Reasoning Revolution

Discover how Direct Acyclic Graph Chain-of-Thoughts enhances LLM mathematical reasoning to tackle complex problems with improved AI thinking traces and insights.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

SRL - NEW AI Training - Supervised Reinforcement Learning From Expert Trajectories to Step-wise Reasoning

Discover Google's breakthrough Supervised Reinforcement Learning method that transforms expert trajectories into step-wise reasoning for advanced AI training and decision-making.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Geometric Grokking Unlocked and Explained

Unlock a novel geometric theory explaining the mysterious Grokking phenomenon in AI models like Mamba and Transformers through innovative knowledge pattern representations.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Beyond Transformer - Building an Artificial Mind

Discover groundbreaking research on Intelligence Foundation Models as an innovative approach to achieving Artificial General Intelligence beyond traditional Transformer architectures.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

AI Learns in Low-Curvature Subspaces - RLVR

Uncover how reinforcement learning fine-tuning achieves dramatic reasoning gains through geometric optimization bias, revealing the "Three-Gate Theory" behind sparse parameter updates.

• YouTube
• 34 minutes
• Self-Paced
• Free Video