I don’t get all the hate that the phrase “stochastic parrots” gets.
The main thing you should learn from all this is just how powerful very very very large parrots would be.
The agents needed a browser to run their attack code. So they used a public screenshot website, which loads a virtual browser and takes a screenshot. But that virtual browser runs code, and so the agents could use it to send malicious payloads to Hugging Face’s servers.
DSPy 3.4.0 was just released!
This release includes native support for Jev and System one models inside of DSPy! Use it with compatible signatures. This release also includes a brand new optimizer, ReAnchor, specifically for calibrating outputs with confidence.
i have something to release/share tomorrow that i think is very badly needed and has been so for a few years - it’s a tiny start and won’t be complete but i hope people will find it as useful and fun as i have enjoyed producing it
my quick and dirty analogy for the model's flavor of jaggedness in 2026 is kind of like...
if you ask for a taxi ride but someone hands you a catapult that is highly pre-aimed on a very small number of destinations in advance
initially, you're super impressed by the speed and
i don't see enough of this, so here again:
we're all wondering what the future of work looks like with AI progress, but I'm in constant agony trying to extract OK work from frontier models at "Ultra" settings
with levels of detailed context and elaborate feedback that i’ve