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Clinton Svancara

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#software testing Open access Oct 2026

Compression Is Not Preservation: A Question-Relative Architecture for What a Computation May Discard

Software discards information constantly. A log is sampled, a table is aggregated, a context window is truncated, a sensor stream is fused, a state is reduced to a latent vector, and a monitor keeps a checksum instead of the record. Some of those reductions are exact. Some can be undone. Some retain exactly what a stat...

Clinton Svancara · 0 citations

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