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Add per-observable error summary statistics to Benchmark #11

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@simsaidan

Pointwise and norm-based errors (L∞, L2) are useful, but benchmarks also need simple summary statistics that are easy to read in logs, README examples, and future CSV exports — especially when comparing many observables at once.

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