1/ AI social media is currently 90% hype and 10% signal. We’d like to shift that ratio.

2/ At Vibrant Labs, our work lives in the depths of reinforcement learning, post-training data, and computer/browser-use agents. Every day, we internally read and share papers, and we constantly reach out to authors to dig deeper into their findings.

3/ Starting this week, we’re sharing our internal notes. We’ll be breaking down novel research and its implications for autonomous computer use.

4/ If you’re working on benchmarking or post-training agents, stay tuned for the deep dives.