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Compression and reposting change an image's pixels but not its origin. We fine-tune a vision encoder so its features ignore that damage, and detection accuracy holds where it usually drops.
Perry is an accuracy-gated GPU Transformer that delivers 11.8x speedup across 13 official workloads and makes a 100K-token case run within 32 GiB on an RTX 5090.
