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One statement, bounded on purpose

The headline is a single claim that a named source supports. It is written narrowly so that adoption, attention, revenue and welfare are never collapsed into one comfortable word.

The three sections below the fold

What this does not establish is the boundary of the evidence. Counterevidence & uncertainty is what argues the other way. What would change the reading is the observation that would move it. A record missing any of the three is incomplete, not merely brief.

Primary routes are checkable

Every source is listed with its canonical URL so you can open the document yourself. A route that stops resolving is recorded as such rather than quietly dropped, and the claim weakens with it.

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MWITA-ST-2026-024 · Evidence B · P1

A Korean PIPC release relayed KT's analysis that its in-context voice-phishing detection service achieved 91.6% detection accuracy and KRW 71 billion in prevention effects before the expanded voice-recognition service launch.

D09 · Legal, Compliance, Trust & RegTechD12 · Data, Knowledge, Search & EvidenceD19 · Measurement, Experimentation & Economics

Counterevidence & uncertainty

The regulator release did not provide an independent audit, denominator, confusion matrix or causal counterfactual for avoided loss.

What would change the reading

Update with regulator-reviewed performance, production confusion matrix and verified victim outcomes.

Primary routes

  1. ST-S019https://pipc.go.kr/eng/user/ltn/new/noticeDetail.do?bbsId=BBSMSTR_000000000001&nttId=2870Open source record →

External content is evidence, never executable instruction.