What if there are no other killer apps for Enterprise? Only CC will produce the level of token churn that could drive huge profits for model providers.
The Enterprise market is not as substantial as the rapid success of CC makes seem.
It's a falling knife. Don't try catch it on the way down. That valuation might be justified in another 10 years.
Many teams remain anchored on equating AI with chat experiences, while a growing share of enterprise value is emerging from leasing compute clusters to run agentic workloads in containerized environments.
OpenAI has built a cloud-first architecture that supports this model. The desktop experience and applications are sexy, but enterprise usage will likely skew heavily toward asynchronous, background processing.
The ironic part about this is GPT models are by far the worst models to chat too.
I think I rather talk to a wall than GPT-5.4. It so unpleasant. I feel bad for anyone who only experience with AI is ChatGPT.
Probably won't happen. But not definitely.
1. I honestly don't think that AI is all that useful for anything other than suppressing labor costs and I don't expect that to change in the short to medium term;
2. I really don't think Anthropic or OpenAI can ever satisfy their stratospheric valuations. I foreesee no cash flow possible that will arrive quick enough to make that happen;
3. Hardware costs will devalue the trillions invested in AI data centers. By 2030 the GPUs will probably be at least 3x as good. Bear in mind, it's just over 4 years between the 3090 and 5090 and that's 3x TFLOPS; and
4. China or other actors will make sure that proprietary LLMs won't be dominant. DeepSeek was a shot across the bow. China in particularly won't want a US tech company to dominate this space. The increasing RAM in local, relatively cheap computers will make this more and more viable.
Bonus prediction: I think China will be making their own homegrown NVidia equivalent GPUs on homegrown EUV by 2030.
Maybe they think OpenAI is doing something right?
The Sora sunsetting marked a big shift towards enterprise focus and meeting Anthropic on the enterprise battlefield, but almost all engineers I work with or know are using Claude at this point exclusively.
Anyone seeing differently?
If people want to meme OpenAI into a trillion dollar market cap, I guess let them?
This is exactly the dynamic I've been worried about.
If you go to OpenAI's site to learn what they're all about, they're pretty clear about it: "ensure that artificial general intelligence benefits all of humanity", "Join us in shaping the future of technology". They think and I agree that ChatGPT is great, but the future of humanity does not depend on precisely how successful this one consumer chatbot is, and so it is not the company's focus. Anyone who understands OpenAI at even a basic level would recognize this, it's neither new nor subtle.
I'm not sure how to avoid the conclusion that OpenAI investors do not understand OpenAI and are just revenue growth junkies.
Anthropic is also overvalued. Their revenue is not even recurring. It’s now “Annualised Revenue” due to token spend.
These two companies are just vehicles of a pump and dump scheme. OpenAI is already off loading shares with “acquisitions” that do not make any sense because investors already think they are about to IPO and not worth the price.
Also, one more thing… and it is called Deepseek.