🧀 BigCheese.ai


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Episode #4: Adding AI to your Product

In this episode we discuss the opportunities and challenges of integrating AI into your product.

Show Notes

Topics Covered:

  • The Impact of ChatGPT-4 Turbo on Startups
  • Expanded Context Capabilities of AI Models
  • Threading and State Management in Chat Applications
  • Cost Considerations for AI Implementation
  • OpenAI’s Impact on AI Startups and BigCheese
  • The Introduction of Custom AI Agents (GPTs) and Monetization
  • Implementing AI in Existing Products
  • Distinction Between AI Products vs. Products Leveraging AI
  • Infrastructure and Data Strategy for AI Integration
  • User Experience Enhancement Through AI
  • Financial Implications of AI Integration

Relevant Quotes:

  • "OpenAI killed our startup."
  • "GPT-4 Turbo, which comes in with 128,000 context window."
  • "A lot of people on Reddit are kind of complaining that it's stupider."
  • "Chat applications won’t necessarily have to worry about... sending over the entire chat message, or all of the previous chats, you're going to basically send over a thread ID."
  • "AI can encompass just a ton... It's really stepping back and saying, okay, what are the features that we want to have in our product?"
  • "The moment that you want to have users, your end-users, interacting with a large language model... that's where you need to slow it down just a little bit."
  • "We're throwing a ton of money at AI startups because one of them is bound to hit. But... a lot of them get killed by ChatGPT because they have $30 billion from Microsoft to..."
  • "If the majority of your product is just consuming the OpenAI API, you're going to have a problem."
  • "Everybody gets a little free chunk and then you're going to run out and then you're going to have to pay for it."

Key Takeaways:

  • The release of GPT-4 Turbo and its features has both excited and concerned AI developers and startups.
  • The distinction between AI-focused products and traditional products that use AI as a feature is becoming increasingly blurred due to new developments.
  • Custom AI agents or GPTs have the potential to become a marketplace similar to the app store, offering significant monetization opportunities.
  • AI can significantly enhance user experiences and should be carefully integrated into products with a clear focus on user value.
  • Financial considerations are critical in AI implementation, as costs can quickly spiral out of control.
  • Startups and companies should consider integrating AI holistically across all levels of their operations, not just within the product.