Gary Marcus defends symbolic verification against 'basic' dismissal
The post reframes a common dismissal in AI engineering circles by grounding it in the actual history of proof theory and type checking. Practitioners designing coding agents or theorem-proving pipelines may find the co-design framing useful when deciding how much investment goes into the harness versus the model itself. The SWE-bench sensitivity point is a concrete argument to cite in benchmark design debates.
