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This paper introduces C*, a proof-integrated language that unifies C programming with formal verification, enabling real-time verification through embedded proof-code blocks.
Soteria Rust, a symbolic execution tool for verifying Rust programs, uses OCaml's garbage collector to manage memory for its Tree Borrows aliasing model, achieving a 10x speedup and reducing time complexity from quadratic to linear.
This paper introduces a trace-supervised symbolic neural CPU architecture that combines recurrent control, an explicit operation router, and masked register writeback to enable auditable, interpretable program execution, with quantization-simulated writeback preserving symbolic operation paths.
ARCANA is a reflective multi-agent framework that decomposes ARC-AGI-2 abstract reasoning tasks into iterative perception, hypothesis generation, symbolic execution, and reflective refinement, improving reasoning efficiency under strict constraints.