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Pawan Kumar

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Articles

Justice Without Borders

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By Pawan Kumar
| Blogarama
One of the most consequential legal revolutions of the twentieth century was the recognition that individuals—not merely sovereign states—could be held personally accountable for the gravest crimes known to humanity. Before the Nuremberg and Tokyo Tribunals were established in the aftermath of the Second World War, international law functioned largely as a framework governing relations between states.
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Computer Science > Cryptography and Security

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By Pawan Kumar
| arxiv.org
Zero-knowledge machine learning (zkML) enables a server to perform verifiable inference while keeping model parameters private from the client. However, existing zkML systems incur prohibitive proof-generation costs. We observe that proof generation exhibits limited parallelism; that is, prover time does not decrease significantly as the number of threads increases.
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Introducing Aquilia

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By Pawan Kumar
| DEV Community
Been working on this for a while and it's finally time to share it properly. Aquilia is a Python web framework built async-native from the ground up. You write your controllers and services. Aquilia auto-discovers everything, wires dependency injection, and handles the infrastructure. No routing glue. No manual Dockerfiles. Just ship. I'm looking for contributors to help push this forward. Docs, features, tests, bug fixes, design feedback... all of it is welcome.
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