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K28
239 posts

K28
@K28DesignLab
Al Product Builder | Designing & Shipping Full-Stack GenAl SaaS Products | Human-Al Interaction • RAG Systems • LLM Apps • Ul/UX
加入时间 Temmuz 2025
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Just an observation, how many of you agree to this?
Most Al startups are mistaking model access for defensibility. In the long run, generic agentic ai features will be absorbed by foundation-model owning companies.
Startups who will decode the formula to turn user usage information into proprietary data, workflow ownership, customer lock-in, distribution or a model quality advantage, that are more prone to survive. Agentic Al is not a moat by itself; the moat is the context, control, trust, and compounding advantage around the agent.
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Startups who will decode the formula to turn user usage information into proprietary data, workflow ownership, customer lock-in, distribution or a model quality advantage, that are more prone to survive. As Agentic AI is not a moat by itself; the moat is the context, control, trust, and compounding advantage around the agent.
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Users are always going to be more than the count of builders. But what it will lead to is most of these early stage or funded startup products are going to be end up as next product features of the primary model platforms. And the ones among those startups that can’t evolve first will have to exit from the market. The real gainers are always going to be the primary model owners, rather than the model wrapper startups. That’s a long run paradox awaiting for ai businesses i guess
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It maybe there are some but not all are garbage. And also it’s not about others. It’s more about own personal taste and design sense. I think the existence of garbage by some, is a great business opportunity for the ones who can’t create garbage, to show the difference the best and the worst.
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@K28DesignLab @delveroin How’s that working today if I only see garbage from people these days
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@sama humans and agents don’t need the same interface. they need the same intelligence layer — one that knows your state, your taste, your goal, and renders differently for each. That’s the thing I’m building. Here’s a glimpse. Find more at k28art.space
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