Depends on which models you're talking about. Some research shows open source models can already do this: https://arxiv.org/pdf/2606.03811v1. What happens as they become more parameter efficient?
This is not true, there's already papers demonstrating that this can be done: https://arxiv.org/pdf/2606.03811v1
I've found the distinction to be in how much I care about how the final product looks. If I want high-quality code I typically find a smaller model with a well-designed spec to do better, if I want it to just run and…
I'm not sure failing to understand the concept of hedging and the difference between mean and median returns under heavily leveraged trading counts as generational foresight. Most 25 year olds I know in the tech world…
EA is probably too broad of an umbrella. I think there's a distinction to be made between trying to find the best per dollar donation (givewell etc) and people who use it as justification to amass wealth. That said,…
Reflecting on this for some reason reminds me of this passage from Kurt Vonnegut's "Sirens of Titans". I hope we use these tools to unlock something within ourselves rather than mindlessly expanding outwards. "Mankind,…
This is the first one of these announcements that has me actually scared of what comes next. Obviously these models have gotten smarter but this strikes me as the first time I've seen a model have a "paperclip factory"…
I sometimes think this way but I do wonder whether this would be true in a world where individuals demand more control over the impacts of their work. It seems that the current problem is that the labor of the 98% (or…
This has been done: https://arxiv.org/abs/2510.04871v1
This is anecdotal but as a current PhD student who was doing research at a large tech company for a few years prior to this, the incentives as an individual are very different across the two programs. In tech even in a…
Depends on which models you're talking about. Some research shows open source models can already do this: https://arxiv.org/pdf/2606.03811v1. What happens as they become more parameter efficient?
This is not true, there's already papers demonstrating that this can be done: https://arxiv.org/pdf/2606.03811v1
I've found the distinction to be in how much I care about how the final product looks. If I want high-quality code I typically find a smaller model with a well-designed spec to do better, if I want it to just run and…
I'm not sure failing to understand the concept of hedging and the difference between mean and median returns under heavily leveraged trading counts as generational foresight. Most 25 year olds I know in the tech world…
EA is probably too broad of an umbrella. I think there's a distinction to be made between trying to find the best per dollar donation (givewell etc) and people who use it as justification to amass wealth. That said,…
Reflecting on this for some reason reminds me of this passage from Kurt Vonnegut's "Sirens of Titans". I hope we use these tools to unlock something within ourselves rather than mindlessly expanding outwards. "Mankind,…
This is the first one of these announcements that has me actually scared of what comes next. Obviously these models have gotten smarter but this strikes me as the first time I've seen a model have a "paperclip factory"…
I sometimes think this way but I do wonder whether this would be true in a world where individuals demand more control over the impacts of their work. It seems that the current problem is that the labor of the 98% (or…
This has been done: https://arxiv.org/abs/2510.04871v1
This is anecdotal but as a current PhD student who was doing research at a large tech company for a few years prior to this, the incentives as an individual are very different across the two programs. In tech even in a…