Novel framework for deep integer-only CNNs operating entirely in the integer-only domain for both training and inference. Based on a novel integer-only network architecture and learning algorithm.
Browser-based educational demo of HAWK — withdrawn from NIST's Additional Signatures process (Jul 2026) after AI cryptanalysis halved its effective key strength; preserved as a crypto-agility case study. Integer-only arithmetic, fixed-table Gaussian sampling, no rejection loop. Side-by-side with Falcon and ML-DSA.
Bit-exact MicroGPT inference in pure SQLite SQL—not text-to-SQL. Integer-only Q16.48 transformer math and deterministic sampling, with no UDFs or extensions.
Bit-exact MicroGPT inference and training in pure PostScript—integer-only Q16.48 arithmetic with canonical wide and uniform-F12 MGW checkpoints.
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