Research phase · F115

F115 — Real Chat Quality Audit

F115 covers “Real Chat Quality Audit”. The canonical record classifies it as validated, based on 4 source artifacts and 1 original source figure. The highlighted measurements are Summary Readable Rate = 100, Summary Expected Term Rate = 77, and Summary Sensible Rate = 77.

F115 Validated PASS

StatusValidated

VerdictPASS

Source figures1

Artifacts4

Purpose and research question

The objective is to document the recorded outcome for “Real Chat Quality Audit”. The research question is whether the phase-specific checks support the canonical validated classification. The recorded measurements include Summary Readable Rate = 100, Summary Expected Term Rate = 77, and Summary Sensible Rate = 77.

Method

F115 is documented by 2 structured JSON records and 2 Markdown reports and 1 original source figure. The reported table retains safe scalar measurements found in that phase package.

Documentation basis

4 source artifacts and 1 phase-specific figure are recorded for this phase.

Evidence highlights

Summary Readable Rate: 100
Summary Expected Term Rate: 77
Summary Sensible Rate: 77
Summary Ambiguity Defer Rate: 87.097
Summary Pseudo Word Ratio: 0
Summary Avg Latency Ms: 74.122
Summary P95 Latency Ms: 74.383
Summary Readable Count: 200

Recorded evidence

Summary Readable Rate	100
Summary Expected Term Rate	77
Summary Sensible Rate	77
Summary Ambiguity Defer Rate	87.097
Summary Pseudo Word Ratio	0
Summary Avg Latency Ms	74.122
Summary P95 Latency Ms	74.383
Summary Readable Count	200

Public evidence and source figures

F115 benchmark evidence — Real Chat Quality Audit 115 — **Real Chat Quality Audit 115**
Original source figure · 2025 × 1020 px

These are original source figures from the existing public evidence set, not editorial HTML visualizations.

Result and interpretation

F115 Real Chat Quality Audit PASS

F115 is classified as validated with the recorded decision PASS. The recorded measurements include Summary Readable Rate = 100, Summary Expected Term Rate = 77, Summary Sensible Rate = 77, and Summary Ambiguity Defer Rate = 87.097.

Key results

Summary Readable Rate: 100
Summary Expected Term Rate: 77
Summary Sensible Rate: 77
Summary Ambiguity Defer Rate: 87.097
Summary Pseudo Word Ratio: 0
Summary Avg Latency Ms: 74.122
Summary P95 Latency Ms: 74.383
Summary Readable Count: 200

Evidence sources

Values on this page are reproduced from the archived phase record and the source artifacts below. No new benchmark was run to create this page.

CONTEXT TO SPEECH ALIGNMENT 117 (JSON)
CONTEXT TO SPEECH ALIGNMENT 117 (MD)
REAL CHAT QUALITY AUDIT 115 (JSON)
REAL CHAT QUALITY AUDIT 115 (MD)

Research topics

Word / World Document · Speech · Benchmarks · Runtime