Tech Mysteries
Decode, Build, Innovate
Building Beyond Code: Embracing the Builder's Mindset
Building Beyond Code: Embracing the Builder's Mindset
Building Beyond Code: Embracing the Builder's Mindset
Building Beyond Code: Embracing the Builder's Mindset
- Who is a Builder?
Building Beyond Code: Embracing the Builder's Mindset
- Who is a Builder?
- Why is a Builder Better than an Average Engineer ?
Building Beyond Code: Embracing the Builder's Mindset
- Who is a Builder?
- Why is a Builder Better than an Average Engineer ?
- How does a Builder think ?
Building Beyond Code: Embracing the Builder's Mindset
- Who is a Builder?
- Why is a Builder Better than an Average Engineer ?
- How does a Builder think ?
- Hacks to execute at GodSpeed
The MVP Approach : Build Smart, Not Hard
The MVP Approach : Build Smart, Not Hard
- What is an MVP ?
The MVP Approach : Build Smart, Not Hard
- What is an MVP ?
- Why MVP ?
The MVP Approach : Build Smart, Not Hard
- What is an MVP ?
- Why MVP ?
- The MVP Approach
A Concept Build
An AI CLI App
An AI CLI App
Step 1. Decide on the MVP
An AI CLI App
Step 0. The Bigger Picture
An AI CLI App
Step 1. MVP
Diversion
LLM 101
LLM 101
LLM 101
How LLMs work
LLM 101
How LLMs work
- Neural Network
LLM 101
How LLMs work
- Neural Network
- Token Prediction
LLM 101
How LLMs work
- Neural Network
- Token Prediction
- Context Window
LLM 101
Training Process
LLM 101
Scale of LLMs
LLM 101
Scale of LLMs
- Number of parameters
LLM 101
Scale of LLMs
- Number of parameters
- Parameter count v/s Performance
LLM 101
LLM v/s Human Cognition
LLM 101
LLM v/s Human Cognition
LLM 101
Advanced capabilities
LLM 101
Advanced capabilities
- Tools usage
LLM 101
Advanced capabilities
- Tools usage
- Multimodal Capabilities
Interested in Learning More ?
Andrej Karpathy
Director of AI and Autopilot Vision, Tesla
Co-founder, OpenAI
Interested in Learning More ?
Andrej Karpathy
Director of AI and Autopilot Vision, Tesla
Co-founder, OpenAI
Ilya Sutskever
Co-Inventor, Alexnet
Co-founder, OpenAI
Back to Build
An AI CLI App
Step 2. Build a version that just works
An AI CLI App
Step 2. Build a version that just works
An AI CLI App
Step 3. Stuck ?? Create a Feedback Loop
An AI CLI App
Step 4. Repeat
An AI CLI App
🎉 1st Win: A Working App
An AI CLI App
Step 5: Refactor
An AI CLI App
Step 5: Refactor
🎉 CONGRATULATIONS
