2. Open ai is capped profit. They are also not a publicly traded company. researchers are researchers regardless of who they work for. Training on test data is especially stupid for commercial applications because customers find that out quick and any reputation is gone.
Hardware companies, which live and die on benchmarks, do this all the time. Meanwhile, it does appear that OpenAI is underperforming consumer expectations, and losing users quite quickly at this point, despite doing incredibly well on benchmarks.
Also, this isn't about profit. It's about market cap and it's about prestige. Those are not correlated to profit.
I don't know what you're talking about. GPT-4 is the best model out there by significant margin. That's coming from personal usage not benchmarks. A 10% drop in traffic the first month students are out of school is not "losing users quickly" lol.
ChatGPT didn't gain public use waving benchmarks around. We didn't even know what they were until GPT-4's release. The vast majority of its users know nothing about any of that or care. So your first sentence is just kind of nonsensical.
Anyway whatever. If that's what you believe then that's what you believe. Just realize you have nothing to back it up.