David Shapiro ~ AI Courses

AutoMuse- Synopsis GAN for Self-Improving Synopsis Generators

Explore AI-powered synopsis generation using GANs and GPT-3, delving into creative writing applications, story idea generation, and the challenges of crafting compelling narratives and characters.

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

AutoMuse- Synopsis and Plot Generator Walkthrough

Explore AI-powered creative writing tools for generating synopses, plots, and novel outlines. Learn about AutoMuse's capabilities and limitations in crafting full-length stories using GPT-3 technology.

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

AutoMuse- Writing a Novel with GPT-3 as a Plotter - Decompose the Problem into Steps

Explore novel writing with GPT-3 as a plotter. Learn to decompose tasks, brainstorm ideas, and develop characters for engaging fiction. Discover techniques for crafting compelling storylines and expanding themes.

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

Alignment Research- GPT-3 vs GPT-NeoX - Which One Understands AGI Alignment Better?

Explore the potential risks and unintended consequences of various AI objective functions, including minimizing suffering, maximizing freedom, and pursuing economic growth, in the context of AGI development.

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

State of the Industry - Short-Circuiting Reward Functions

Explores risks of advanced AI systems, including learned optimization, inner alignment problems, and potential dangers of superintelligence, emphasizing the importance of understanding AI limitations and goal-setting challenges.

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

Stress Testing Qdrant - Semantic Search with 90,000 Vectors - Lightning Fast Search Microservice

Explore stress testing Qdrant for semantic search with 90,000 vectors. Learn to set up TensorFlow, generate data, and evaluate search efficiency in this hands-on tutorial.

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

AGI Alignment Experiments - INSTRUCT vs Foundation and Agent Models

Explore AI alignment experiments comparing INSTRUCT vs foundation and agent models, focusing on interpretability, system-level alignment, and stability in complex AI systems.

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

Semantic Search for AI - Testing Out Qdrant Neural Search

Explore semantic search implementation using Qdrant, covering Docker setup, data cleaning, microservice creation, and leveraging sentence embeddings for improved AI-powered search capabilities.

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

Starting on the Conductor Microservice

Explore the development of a conductor microservice for AI systems, focusing on task prioritization, alignment, and creating a symphony of thought in artificial cognitive entities.

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

Summarize Product Reviews with GPT-3 - Get Product Insights and Improvements Fast

Learn to leverage GPT-3 for efficient product review analysis, gaining valuable insights and improvement suggestions. Automate the process of summarizing customer feedback and generating actionable recommendations.

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

Introducing the RAVEN MVP - A General Purpose AI Companion - With a Live Demo

Explore RAVEN, an innovative AI companion with real-time assistance capabilities, cognitive architecture, and self-improvement features. Learn about its development, principles, and future potential in artificial intelligence.

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

Fixing "Goldfish Memory" With GPT-3 and External Sources of Information in a Chatbot

Explore advanced chatbot development techniques, including external information integration, cognitive architecture, and debugging. Learn about particle physics concepts through AI-powered conversations.

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

Fixing "Goldfish Memory" with GPT-3 and External Sources of Information in a Chatbot

Explore techniques to enhance chatbot memory using GPT-3 and external information sources, improving long-term conversations and information retrieval for more intelligent and context-aware AI interactions.

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

Answer Complex Questions From an Arbitrarily Large Set of Documents With Vector Search and GPT-3

Learn to build a system that answers complex questions from large document sets using vector search and GPT-3, enhancing information retrieval and analysis capabilities.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Metaprompting with GPT-3 to Dynamically Generate Arguments

Explore advanced techniques for generating complex arguments and essays using GPT-3, including prompt chaining, metaprompting, and automated writing strategies.

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