You have a largely of model risk (i.e., OpenAI, Google, et al change er ugprade the model without telling you)
Then you have vendor risk. It's a variety from the above, but your API connection could be removed at any point in time.
Hence, I have become a proponent of Open Source, Local LLMs, and proper evaluation frameworks for prompt quality
If you just connect to GPT and that's it, then yes, because there's no moat and it's a soon-to-be saturated market.
Still in this space, I don't think there's a winner yet. The key here is to understand the value your startup is giving, clear moat (apply strong prompt engineering to connect with the LLM), and execute it very well.
I would focus on creating AI generative products that focus on synthesis and decision making enhancement rather than content generation based on instructions
I would say right now is the best time and least "risky" for generative AI
You don't want to wait until the market is saturated
But the same logic applies: build something that solves a need. If you're just building a GPT wrapper with no or little prompt tuning, then that would not yield strong returns.
But if you're applying lots of prompting or having your own AI model like in image generation, then it should be much better
This is what we're doing with evoke-app.com
The important part is to 1) stay focused on improving your customer 2) keep innovating and stay different. Generative AI is evolving so fast that it is still possible to do both.
There's going to be a massive massive new opportunity with GPT Plugins. You could train your AI model in a very specific problem and sell it as a GPT plugin.
Our strategy is to use the best new tools to meet our organizational goals. But that has not changed. We were already deploying generative AI into our platform. That said the better the tools become the more useful they are, the more we deploy them. Key thing here is that being an AI company - which we have been for 5 years - was never an aim in itself. We deploy AI to enhance human communication with our platform Conversa - 2.0 launching on PH 20th April
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