Seeing that R&D costs are the lion's share, I wonder if we are at a point where the focus can shift to improving the cost of inference. Unless we are genuinely pushing to find AGI, at which point nothing matters, LLMs in their current form don't replace knowledge workers but are an effective force multiplier. How good is enough? For instance, I pay about $1-2 a month for DeepSeek. It's not as sophisticated as Claude,…
> I wonder if we are at a point where the focus can shift to improving the cost of inference. There's always working on improving the cost of inference, but I don't think this is an area of R&D that will slow down. The reason is: 1. A better competitor model risks eating away at how much they can charge for inference (i.e. revenue) 2. Whoever unlocks AGI will unlock even more growth 3. Even when you unlock AGI, you'l…
OpenAI Losses Increased Nearly 8X in 2025, with Spending Hitting $34B
241–250 of 425 posts
Re: OpenAI Losses Increased Nearly 8X in 2025, with Spending Hitting $34B
#242Earlier quoted context omitted.
Let's say Company 1 has $1B revenue and has grown 5x in the last year, and 20x the last 2 years.. Let's say Company 2 has $1B revenue and that's the same as it was last year and the year before. Should these companies be valued the same?
> Should these companies be valued the same By who? Public money is looking for dividends (profits) not growth?
Amazon has ~10 Billion outstanding shares and the current market price for one of those shares is ~$240.
If folks only care about dividends, why would anyone buy an Amazon share at that price?
Re: OpenAI Losses Increased Nearly 8X in 2025, with Spending Hitting $34B
#243Seeing that R&D costs are the lion's share, I wonder if we are at a point where the focus can shift to improving the cost of inference. Unless we are genuinely pushing to find AGI, at which point nothing matters, LLMs in their current form don't replace knowledge workers but are an effective force multiplier. How good is enough? For instance, I pay about $1-2 a month for DeepSeek. It's not as sophisticated as Claude,…
If you're in the US and you're making 100k a year, that's worth 5k or $416/m. So you can buy two of the most expensive plans on the frontier models.
This focus on cost optimization is insane. Just use the frontier models. Even a marginal bump is worth whatever the hell they're charging, at least for now.
Re: OpenAI Losses Increased Nearly 8X in 2025, with Spending Hitting $34B
#244Earlier quoted context omitted.
I'd be cool with that. YouTube premium is one of the best value subscriptions I have. Steering people toward paying instead of ads-by-default is a net good imo
I think we can all understand the ways in which embedded advertisement in LLMs will be fundamentally different than view-based advertisement.
Re: OpenAI Losses Increased Nearly 8X in 2025, with Spending Hitting $34B
#245Seeing that R&D costs are the lion's share, I wonder if we are at a point where the focus can shift to improving the cost of inference. Unless we are genuinely pushing to find AGI, at which point nothing matters, LLMs in their current form don't replace knowledge workers but are an effective force multiplier. How good is enough? For instance, I pay about $1-2 a month for DeepSeek. It's not as sophisticated as Claude,…
Let's put it this way, how much is 5% productivity bump worth to you? If you're in the US and you're making 100k a year, that's worth 5k or $416/m. So you can buy two of the most expensive plans on the frontier models. This focus on cost optimization is insane. Just use the frontier models. Even a marginal bump is worth whatever the hell they're charging, at least for now.
Re: OpenAI Losses Increased Nearly 8X in 2025, with Spending Hitting $34B
#246Earlier quoted context omitted.
They won't try to. ChatGPT is already starting with ads, which is potentially far more profitable (as evidenced by the fact that the most profitable company of all time makes 90%+ of their revenue through ads).
>as evidenced by the fact that the most profitable company of all time makes 90%+ of their revenue through ads the biggest reason for this is that the digital ad market is a duopoly (charitably a triopoly if you count Amazon in), if all of the LLM companies start to go into ads that's going to be a much more competitive market for ad buyers. It's not going to be so straight forward when both customers and merchants h…
Re: OpenAI Losses Increased Nearly 8X in 2025, with Spending Hitting $34B
#247Seeing that R&D costs are the lion's share, I wonder if we are at a point where the focus can shift to improving the cost of inference. Unless we are genuinely pushing to find AGI, at which point nothing matters, LLMs in their current form don't replace knowledge workers but are an effective force multiplier. How good is enough? For instance, I pay about $1-2 a month for DeepSeek. It's not as sophisticated as Claude,…
Let's put it this way, how much is 5% productivity bump worth to you? If you're in the US and you're making 100k a year, that's worth 5k or $416/m. So you can buy two of the most expensive plans on the frontier models. This focus on cost optimization is insane. Just use the frontier models. Even a marginal bump is worth whatever the hell they're charging, at least for now.
Re: OpenAI Losses Increased Nearly 8X in 2025, with Spending Hitting $34B
#248Basically, it's a company that's not sustainable for two separate reasons. The first one is that they have an extremely high overhead. SG&A of 55% is really bad. The seconds reason is that their R&D costs are truly astronomical. They could probably cut those costs to some extent, but they're not going to cut them to nothing. They're already losing ground to Anthropic even with this much R&D.
To put it differently, even if OpenAI cut its R&D and inference costs by half, they would still be leaking money like a sieve.
Re: OpenAI Losses Increased Nearly 8X in 2025, with Spending Hitting $34B
#249Seeing that R&D costs are the lion's share, I wonder if we are at a point where the focus can shift to improving the cost of inference. Unless we are genuinely pushing to find AGI, at which point nothing matters, LLMs in their current form don't replace knowledge workers but are an effective force multiplier. How good is enough? For instance, I pay about $1-2 a month for DeepSeek. It's not as sophisticated as Claude,…
Let's put it this way, how much is 5% productivity bump worth to you? If you're in the US and you're making 100k a year, that's worth 5k or $416/m. So you can buy two of the most expensive plans on the frontier models. This focus on cost optimization is insane. Just use the frontier models. Even a marginal bump is worth whatever the hell they're charging, at least for now.