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llmsopenaianthropicai-product-development

What is a product?

What is a product? - One more thing

roge.onwrite.app

August 6, 2026

2 min read

🔥🔥🔥🔥🔥

50/100

Summary

Many AI prototypes are being created and presented as products due to the ease of generating content with AI. Frequent updates from companies like Anthropic and OpenAI contribute to the rapid proliferation of these AI-generated prototypes.

Key Takeaways

  • A prototype created with AI is not the same as a real product; it is often just a demo or draft without real users or market validation.
  • A genuine product requires solving real problems and having actual users, not just being a collection of features or designs.
  • Despite advancements in AI, there are few successful competitors to major platforms like YouTube or Google, indicating that building a real product is challenging.
  • Many online creations lack substance and are not true products if they do not engage users or fulfill market needs.
Read original article

Community Sentiment

Mixed

Positives

  • Cutting down SaaS costs by tens of thousands a year thanks to LLMs shows how AI can streamline operations and boost profitability.
  • The ability to quickly create product versions using LLMs is a game-changer, making once-expensive solutions accessible to smaller teams.

Concerns

  • The argument that AI can easily create competitors to established platforms like YouTube and Google is unrealistic; network effects can't be bypassed by AI alone.
  • Vibecoding might make it easier to churn out products, but it risks creating less unique solutions that could lead to implementation problems.

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