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Limitations

This document is the current public evidence boundary for TNView.

Current Status

E001 is preregistered but has not been canonically run on a real Quimb corpus. The repository currently supports local fixture smoke checks, run-log validation, deterministic diagnostics, comparison commands, and optional duck-typed adapters.

Diagnostic Limits

  • Current diagnostics are deterministic threshold rules, not a validated scientific failure classifier.
  • Fixture logs demonstrate CLI behavior but do not provide precision, recall, false-stop rate, or compute-saved evidence.
  • Capacity-limited labels for E001 must come from paired higher-accuracy runs, not subjective inspection.
  • A future learned predictor should not be added unless transparent thresholds fail under the preregistered controls.

Integration Limits

  • Quimb and TeNPy are optional dependencies.
  • Adapter tests use fake library-shaped objects unless an optional integration environment installs the real libraries.
  • No Quimb or TeNPy source is vendored here.
  • TNView records telemetry summaries and does not serialize full tensor-network objects.

Measurement Limits

  • Logger-overhead numbers from ./scripts/reproduce_e001.sh smoke are smoke measurements for the local environment, not canonical benchmark results.
  • Parser throughput, memory scaling, and logger overhead still need canonical corpus measurements.
  • Terminal rendering is optimized for operator inspection, not for preserving every raw event field in the visual output.