Establish superiority or equivalence in the discovery pilot
Determine whether the native compaction approach is superior or equivalent to the application approach for the reported discovery task, including answer time, required reads, and required-fact retention, using sufficient raw repeated-run evidence to support the comparison.
References
With this limited documentary sample and no raw timings, superiority, equivalence, and tail-latency claims are not established.
— When Agent Metrics Measure Different Things: An Evidence-Grounded Audit of the Praxa AI Pipeline
(2609.12017 - Creadore et al., 10 Sep 2026) in Section 5.5, Secondary historical evidence and absent comparisons