Xtool -dd Dedup Now
Maya opened the deduplication report. One block, hash 0x7F3A... , had appeared 1,247 times across three months. That wasn't a recording error. That was a pattern.
"Run xtool -dd dedup ," her supervisor had said. "Standard preprocessing. You'll thank me." xtool -dd dedup
She restored a single copy of the block and ran it through a spectrograph. Not thermal noise. Not a sensor glitch. It was a waveform. A voice, compressed into the thermal camera's bitstream, repeating the same 1.3 seconds of audio every 47 minutes. Maya opened the deduplication report
The dataset shrank. Files once 200MB became 4KB—just the unique header and a pointer to the deduped block. That wasn't a recording error
That's odd , she thought. Duplicates should have scattered fingerprints. This one was obsessive.
Maya looked at the subway tunnel map on her wall. Section K. 03:14 AM. Every night.