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AI Startup Blueprint
  • Pages
    • Module 1: Start.
      • Welcome
      • A.I. Startup School
      • You
      • icon picker
        Basics of AI
    • Module 2: Idea
      • Good Ideas
      • Idea Sprint
      • Zoning In
    • Module 3: Validation
      • Validation
      • Validator Reach Out
        • Lead List Job Post
        • Reachouts
      • Getting LOIs
        • LOI template
    • Module 4: MSP
      • MSP
      • Scoping
        • MSP Scope Template
      • Building Your MSP
        • Job Post Template
        • No-Code
    • Module 5: Traction
      • Traction
    • Module 6: Getting Funded
      • Getting Funded
      • Investor Outreach
        • Outreach Template
        • VC List
      • Accelerators
      • Pitch Deck
        • VC Pitch Deck Tempate 1
      • Raising
    • Module 7: Growth
      • Growth
      • Team-building
      • Refining product
    • Module 8: Mindset & Closing Thoughts
      • Mindset
      • Closing Remarks
    • Bonuses
      • 1. Idea List
      • 2. ChatGPT Prompts
      • 3. Survey Questions
      • 4. Letter of Intent Template
      • 5. Job Post Templates
      • 6. Email Scripts for New Customers
      • 7. Email Scripts for VCs
      • 8. MSP Scope Template
      • 9. Pitch Deck Templates
      • 10. Investor Question Cheat Sheet
AI Startup Blueprint
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Basics of AI
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Basics of AI

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Basics of AI

What is an LLM?
Difference from regular ML models
Designed to understand nuances of human language
Accessing LLMs:
Use APIs for comprehensive models

Challenges with traditional LLM:

Hallucinations
Data risks

Building LLM from scratch:

Highly expensive, billions of parameters
Need massive funding (e.g. OpenAI, Maestro)

Powering LLMs:

GPU power is a key factor
Faster and more efficient inferences ensure real-time responsiveness

Introduction to Langchain:

Framework for ChatGPT & other LLMs
Facilitates chained interactions
Simplifies creation of applications using LLMs

Types of LLM interactions:

Text to text (e.g. code generation)
Text to images (e.g. Midjourney, DALL·E)
Text to video
Images to images
Images to video

ok

Action Items:

Familiarize Yourself with LLM Basics Above

Basics of AI
Challenges with traditional LLM:
Building LLM from scratch:
Powering LLMs:
Introduction to Langchain:
Types of LLM interactions:
Action Items:
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