Reproduce “Blockchain As a Platform For Artificial Intelligence (AI) Transparency” 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
Afroja Akther, Ayesha Arobee, Abdullah Al Adnan, Omum Auyon, ASM Johirul Islam, Farhad Akter
The authors propose a blockchain-based framework linking AI decisions to inspectable ledger records. Each decision can trigger a transaction containing inputs, decision parameters, and outputs, while dataset metadata and model versions can also be tracked. This supports traceability for auditors but does not reveal deep models’ internal reasoning. The paper is conceptual and reports no empirical validation or improvement.
Summary by alphaXiv.
Tip: change arxiv.org to autoarxiv.org in any arXiv abstract link to open the paper here.