Reproduce “Certified Access: Test-Time Compute on Conservative Physics-Structured AI Memory” on OpenResearch
Turn your favorite coding agents into research agents that review literature, develop hypotheses, and run experiments.
Universal app for Apple silicon and Intel. Requires macOS 11 or later.
About this paper
Pratik Jawahar, Riccardo Maggioni, Jonas Petersen, Matteo Cozzi, Gian-Alessandro Lombardi, Marek Gajewski, Camilla Mazzoleni, Federico Martelli
The authors formalize certified access mechanisms for physics-structured memory, analyzing how each changes phase volume, energy, and protected stored content. They compare a squeeze that adds energy to cross barriers with a one-step channel that crosses the tested causal boundary. On analytic tests, the channel reaches all tested distances; these certificates do not guarantee safety or generalize to learned systems.
Summary by alphaXiv.
Tip: change arxiv.org to autoarxiv.org in any arXiv abstract link to open the paper here.