But that's the point! If we take out the effort to understand, really understand something on a deeper level from even research, then how can there be anything useful build on top of it? Is everything going to loose any depth and become shallow?
That's why we began building agents to source ideas from the arXiv and implement the core-methods from the papers in YOUR target repo months before this publication.
We shared the demo video of it in our production system a while back: https://news.ycombinator.com/item?id=45132898
And we're offering a technical deep-dive into how we built it tomorrow at 9am PST with the AG2 team: https://calendar.app.google/3soCpuHupRr96UaF8
We've built up to 1K Docker images over the past couple months which we make public on DockerHub: https://hub.docker.com/u/remyxai
And we're close to an integration with arXiv that will have these pre-built images linked to the papers: https://github.com/arXiv/arxiv-browse/pull/908