Carnap Ten Years Later: Lessons Learned and Next Steps

📅 2026-07-04
📈 Citations: 0
Influential: 0
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🤖 AI Summary
This work addresses performance bottlenecks, development friction, and limited scalability that have emerged in the long-term use of the Carnap proof-assistant framework. To overcome these challenges, we propose a bottom-up redesign centered on a high-performance verification kernel, mm0-zig, implemented in Zig and based on the Metamath Zero format, coupled with a newly developed bytecode compiler for the Aufbau language (abc). This integrated architecture substantially enhances system performance and maintainability while enabling rich interactive capabilities on the web. A functional prototype has been successfully deployed, delivering a more efficient, stable, and interactive online theorem-proving experience to over 45,000 students worldwide.
📝 Abstract
The first part of this paper provides an experience report, recounting the design and long-term maintenance of the Carnap proof assistant framework used cumulatively by over 45,000 students worldwide over the last decade. We cover the good, the bad, and the ugly: what worked well, what didn't work, and what added friction to development and maintenance over time. These insights motivate a bottom-up redesign of the Carnap framework, which is the topic of the paper's second part. Briefly, the new design combines a new high-performance verifier kernel (mm0-zig) targeting Mario Carneiro's metamath zero format, and the Aufbau Bytecode Compiler, (abc), a new proof compiler that can serve as a backend for richly interactive proof-authoring experiences on the web.
Problem

Research questions and friction points this paper is trying to address.

proof assistant
software maintenance
framework redesign
interactive theorem proving
educational technology
Innovation

Methods, ideas, or system contributions that make the work stand out.

proof assistant
Metamath Zero
verifier kernel
proof compiler
interactive theorem proving
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G
Graham Leach-Krouse
Draper Laboratory, USA