RunRL

Making reward go up

[Goliath @zero_goliath]

new @runrl_com blog post: i pretrained a tiny transformer model on perfect tic tac toe moves and measured how much it affects RL compute requirements

[RunRL @runrl_com]

This is the one thing we won't run RL on

[Jeffrey Emanuel @doodlestein]

Closing the RL loop. Instead of independent slop creators competing and TikTok determining the winners to show people, this turns the entire slop economy into an end-to-end differentiable monstrosity that we can point ADAM at and further hollow out the brains of young children.

[Marco Dewey @marco_dewey]

I have been waiting for this to drop for months

[Dyusha Gritsevskiy @dyushag]

A cool technique from the RunRL research team: using PD controllers to balance multiobjective loss functions!

Suppose you want to train a model to give short yet relevant answers. For a given minimum level of relevance, this lets us improve on the other reward terms much more!

[RunRL @runrl_com]

It's time to Run RL!

[Dyusha Gritsevskiy @dyushag]

if you've ever wanted to run rl there's never been a better time to do it than now

[RunRL @runrl_com]

We've got the sauce!

[drew ☤ @DhruvaGoyal]

Someone from @runrl_com handed me a frikin bottle of AI sauce at Defcon what even hahaha

[RunRL @runrl_com]

@latkins @willcb run r l dot com is good or so I hear

[RunRL @runrl_com]

@spicyliltoaster watching reward go up

[Dyusha Gritsevskiy @dyushag]

opus 4 generating the RunRL headquarters in tikz

[RunRL @runrl_com]

Excited for our YC launch! If you need RL, you know where to go 😎

[Y Combinator @ycombinator]

RunRL (@runrl_com) improves language models and agents with the power of reinforcement learning. Their customers have been able to go from 60% accuracy with Claude to 95% accuracy with RunRL.

https://t.co/kz5IC31tvi

Congrats on the launch, @dyushag and @dozenaltech!

[RunRL @runrl_com]

read more at our blog post here! https://t.co/UAztZmjHBm

[RunRL @runrl_com]

Have you ever wondered what the funniest joke in the world is? Well, with the power of RL, we can find out!

[RunRL @runrl_com]

and here it is...the funniest joke of all time!!!