A Hugging Face blog post introduces DeepMath, a math reasoning agent designed with smolagents. The emphasis is on being lightweight, suggesting a focus on keeping the agent simple while still handling mathematical reasoning tasks.
The post demonstrates how smolagents can be used to build a domain-specific reasoning system. By narrowing the scope to math, DeepMath offers an example of applying a minimal agent framework to a concrete problem rather than relying on a large, general-purpose setup.
Since there is only one source, there are no conflicting claims to reconcile. The article reflects the post's own description of DeepMath and does not attempt to benchmark it against other agents.