Viewing profile — milkkarten

no reasoning shown. no explanation on any training information. Using vision-only should be an easier version of the task (given training). there are many standardized evals to do …

Author here. LLM agents are getting good enough to run individual businesses. What happens when everyone's business is run by agents? Turns out, without targeted training for econo…

Author here. TL;DR: Long-horizon embodied agency is a harness problem, not a model-scale problem. Coding agents like Claude Code work because of scaffolding (prompt, skills, memory…

We ran each method in under 24 hours on a singular H100. I understand your point and think we will include this in future iterations of our work since this is very interesting from…

Using smaller, cheaper agents is one of the goals of the work. There is a Pareto frontier though: by using smaller, faster, cheaper agents, the number of steps required to converge…

These are the marginal tax rates not the effective tax rate (e.g. 80% of first $10k, 30% of $10k-20k). We do not model tax credits here. We try to keep the system as simple as poss…

We simulate large-scale agent societies where heterogeneous personas work, adapt, and vote—governed by an in-context planner optimizing social welfare. The system models decentrali…