274 karma · joined November 18, 2010
I still don't drink coffee, but I started experimenting with paraxanthine and I absolutely love it (paraxanthine is the primary metabolite of caffeine and is also a stimulant). I feel like it gives me most of the benefit of caffeine with very few downsides (no jitters, no crash, exits your system faster).
The principle of training them is quite simple. Take an LLM and reward it for revising text so that it doesn't get detected. Reinforcement learning takes care of the rest for you.
Edit: Opus 4.1 scores 74.5% (https://www.anthropic.com/news/claude-opus-4-1). This makes it sound like Anthropic released the upgrade to still be the leader on this important benchmark.
This is an opportunity for brands to sell verifiability, i.e., that the content they are selling has been properly vetted, which was obviously not the case here.
However, for many viral posts, many of the responses have nothing to do with the original post. It looks like bots/users that are riding off of the success of the viral post in an attempt to get more views/likes/followers. It's a sad behaviour that lessens the experience of the platform.
I love cmd+tab on a mac to switch between applications, but I was missing a feature to switch between windows of the same application. Alt+tab solves that in the same manner Windows does.
Existing scaling laws show that perplexity (i.e., ability to predict next tokens in text) can be lowered by increasing model size and adding more data.
Why would a model that is better than us at predicting what words would occur next in arbitrary text not be an AGI?
But what country would be the first one to take the leap?
This effect has been linked to polymorphisms on the A2a receptor gene (https://pubmed.ncbi.nlm.nih.gov/12825092/).
If you specialize in something and it stops being relevant you might have little marketable skills to contribute. This would be like putting all the eggs in the same basket.
If you are a generalist you are protected from such a scenario since you put the eggs in several baskets.
But as a generalist you might be missing specialist opportunities so, of course, it's a bit of a tradeoff.
In this sense, it can be rational to be a generalist. However, every person's experience is unique so it's hard to say that one thing is better than the other without further context.