Learn by Doing with Steven

2.38K subscribers

3.3K videos

Note: Due to an unknown reason, the Chinese version account 数能生智 and all the podcasts were deleted by YouTube without explanation. Some contents are synced h...

Latest Videos

Stanford CS336 2025 l10 In-Depth Analysis of Language Model Inference Efficiency and Generation Me

🚀 Scaling LLMs is no longer just about more GPUs—it's about the geometry of the cluster-Stanford'...

The Science of Scale Why Bigger Isn’t Always Better in LLMs.-CS230L9

Scale or Fail! 🌐 Just summarized Stanford CS336 Lecture 7 Distributed Computing, GPU Parallelism...

Comprehensive Analysis of Modern Language Model Training Parallelism Strategies CS336 L8

Stanford CS336 Distributed Computing GPU Parallelism and Collective Operations L7

Stanford CS336 Lecture 6 Mastering GPU Programming Models, Performance, and Triton Kernels

Stanford CS336 Language Modeling from Scratch Lecture 6 GPU Programming Models, Performance, and T

How GPUs Actually Drive LLM Scaling Insights from Stanford CS336 L5 2026

Stanford CS336 2026 L4 Linear Time Attention and Sparse Architectural Alternatives

Stanford CS336 Lecture 5 Underlying GPU and TPU Hardware Systems and Optimization Strategies for L

Stanford CS336 L3 Language Model Architectures Evolution, Standardizations, and Optimization Str...

Stanford CS336 2026 L4 Advanced Architecture and Attention Alternatives for Language Models

Stanford University’s CS336 course, Language Modeling from Scratch, offers a deep technical div...

Stanford CS336 - Core Takeaways - Language Modeling Architecture Lecture - 2026 Lecture 3

Stanford CS336 L2 Efficiency is the bottleneck of modern AI

Stanford University’s CS336 courseL1, Language Modeling from Scratch, offers a deep technical dive

How to build Professional Grade Agent Skills 8 Essential Tips. 🛠️

The state of global AI governance in 2026 Ambition meets Reality.

Eight Practical Tips for Writing Agent Skills

Eight Practical Tips for Writing Agent Skills

The LLM Lifecycle From Distributed Pre-training to High-Efficiency Inference

Global AI Governance 2026 EU Regulatory Friction and Technical Gaps

The Architect’s Harness Redesigning Engineering for an AI-First World

Mapping the AI Governance Landscape April 2026 Update Report

Comprehensive Report on Frontier Dynamics and Multi-domain Applications in the Artificial Intelli...

Understanding Large Language Models A Comprehensive Overview from Training to Inference

Global AI Governance 2026 EU Regulatory Friction and Technical Gaps

The Global Embodied AI Market Outlook 2033

Comprehensive Report on Frontier Dynamics and Multi-domain Applications in the Artificial Intellige