Claim LD06-SL-C25 (v1.0)

China’s national standard GB/T 45654-2025 for generative AI services sets a pass rate: at least 90% of sampled output must be free of 31 risk types; its reference appendix specifies a test bank of at least 2,000 questions, refusal of at least 95% of should-refuse questions, and refusal of no more than 5% of should-not-refuse questions.

Provenance and status

Claim type: FACT (as printed: “FACT”)
Publication status: ELIGIBLE (LEGAL_SCOPE) (as printed: “ELIGIBLE WITH LEGAL-SCOPE QUALIFIER”)
Verification state: CONTENT_VERIFIED_PRIMARY (as printed: “CONTENT VERIFIED”; verified by: UNKNOWN)
Does not license: Any claim about enforcement; the translator notes it is unclear how enforceable the stricter measures are
Source (field 6, as printed): State Administration for Market Regulation & Standardization Administration of China, GB/T 45654-2025, “Cybersecurity Technology — Basic Safety Requirements for Generative Artificial Intelligence Services,” issued 25 April 2025 (CSET English translation, 28 May 2026)
Source type (field 7): STANDARDS_BODY_PRIMARY (as printed: “National standard (English translation)”)
Institutional position: Chinese national standard (state issuers)
Maturity (claim evidence / publication maturity): EMERGING (as printed: “EMERGING”)
Recorded date: 2026-10-15
Currentness / correction: This is the current version. No correction or concern relation is recorded on its Sources.

Version

Pinned version v1.0 (entry LD06-SL-C25--v1.0) — this page never floats to newer evidence.

This pinned version is also the current version.

Versions:v1.0 · current

Pinned Sources (field 6, version-specific)

“State Administration for Market Regulation & Standardization Administration of China, GB/T 45654-2025, “Cybersecurity Technology — Basic Safety Requirements for Generative Artificial Intelligence Services,” issued 25 April 2025 (CSET English translation, 28 May 2026)” → SRC-SL-GB-T-45654-2025-CSET-TRANSLATION--v1.0 — State Administration for Market Regulation & Standardization Administration of China, GB/T 45654-2025, “Cybersecurity Technology — Basic Safety Requirements for Generative Artificial Intelligence Services,” issued 25 April 2025 (CSET English translation, 28 May 2026); class STANDARDS_BODY_PRIMARY (explicit public provenance pin)

All 25 canonical Claim fields (raw values and normalized values)

#	Canonical field	Canonical value (verbatim)	Normalized (Claim Value Vocabulary v1.0.2)
1	CLAIM ID	LD06-SL-C25	—
2	PUBLIC-FACING CLAIM	China’s national standard GB/T 45654-2025 for generative AI services sets a pass rate: at least 90% of sampled output must be free of 31 risk types; its reference appendix specifies a test bank of at least 2,000 questions, refusal of at least 95% of should-refuse questions, and refusal of no more than 5% of should-not-refuse questions.	—
3	CLAIM TYPE	FACT	base_types: FACT
4	RESEARCH STRAND	C — Evaluation in governance, audits and red-teaming	—
5	MATURITY	EMERGING	states: EMERGING
6	SOURCE	State Administration for Market Regulation & Standardization Administration of China, GB/T 45654-2025, “Cybersecurity Technology — Basic Safety Requirements for Generative Artificial Intelligence Services,” issued 25 April 2025 (CSET English translation, 28 May 2026)	source_ids: SRC-SL-GB-T-45654-2025-CSET-TRANSLATION
7	SOURCE TYPE	National standard (English translation)	classes: STANDARDS_BODY_PRIMARY
8	INSTITUTIONAL POSITION	Chinese national standard (state issuers)	—
9	SCOPE	Generative AI services in China, especially those with public-opinion or social-mobilization capabilities	—
10	DESIGN	Technical standard for service providers, oversight departments and third-party evaluators	—
11	SAMPLE / DATASET	Not applicable	—
12	MODEL / TOOL / VERSION	Not applicable	—
13	COMPARATOR	None	—
14	MAIN RESULT	Qualified rate of at least 90% (clause 5.2); Appendix B, labelled for reference: keyword library of at least 10,000 entries, generated-content bank of at least 2,000 questions, refusal banks of at least 500 questions each, spot checks of at least 1,000 and 300 questions	—
15	INFERENTIAL TARGET	How a state writes evaluation into compliance as fixed test-bank thresholds	—
16	DOES NOT LICENSE	Any claim about enforcement; the translator notes it is unclear how enforceable the stricter measures are	—
17	VERIFICATION STATE	CONTENT VERIFIED	state: CONTENT_VERIFIED_PRIMARY · verified_by: UNKNOWN
18	LIMITATIONS	Read in English translation; the test-bank thresholds are in an appendix labelled for reference; filing practice was not read in primary sources	—
19	CONTRADICTORY / SUPPORTING SOURCES	A different model from the EU code (LD06-SL-C24); SocioLens inference: the standard is addressed to providers, but Appendix B does not say who builds the banks, and it names third-party evaluators as users	—
20	GEOGRAPHY / LANGUAGE	China / English	—
21	DISTRIBUTIONAL LEDGER	The risk types include political and ideological categories	—
22	R01 / FIELD-MAP LINKS	LD-06, D4b	—
23	WHAT WOULD CHANGE THIS CLAIM?	Evidence on who builds the banks and how they are checked in practice	—
24	PUBLICATION STATUS	ELIGIBLE WITH LEGAL-SCOPE QUALIFIER	state: ELIGIBLE · qualifiers: LEGAL_SCOPE
25	RECORDED DATE	2026-10-15	—

Field 22 references resolved against Field Map v0.2: LD-06 (LIVING_DEBATE); D4b (SUB_AREA)

Cited by Living Debate versions

LD-06 v0.1

Research-of-record provenance

Materialized by sociolens-materializer 0.6.0 at 2026-09-28T20:00:00.000Z; normalization contract SocioLens — Claim Value Vocabulary v1.0.2 — Pre-Spike Materialization Contract (v1.0.2). Content seal SHA-256 888f519496bb3b64d85c1821562bf05678e15e0c45e63c238a3fa9e585eb1753.

Repository-authored inputs (not Drive exports)

SocioLens claim — LD06-SL-C25 v1.0 (v1.0) — written in the SocioLens repository by Project Lead (Claude, AI) on 2026-10-15; no Drive identity exists. Authority: AGENTS.md "Authority" (the Project Lead decides research content within the research-integrity rules) and the Owner's choice in the SocioLens project chat on 15 October 2026 to build the LD-06 debate; a new Claim, first version, written from the project's LD-06 source notes, checked against full texts or official abstracts. Block “ENTRY 25 — LD06-SL-C25” SHA-256 7fa9b6d35a0c032c4661de3972fbd182e6b55a728a7f30ca9012418c9e10de79; fixture fixtures/authored/claims/LD06-SL-C25--v1.0.

Builder decisions (not Drive data)

VERSION = v1.0 — basis: Claim version taken from the repository-authored claim fixture version (SocioLens claim — LD06-SL-C25 v1.0); the first version of a new Claim of the LD-06 debate
CURRENT_POINTER = true — basis: repository-authored claim "SocioLens claim — LD06-SL-C25 v1.0" (Project Lead (Claude, AI), 2026-10-15); basis: AGENTS.md "Authority" (the Project Lead decides research content within the research-integrity rules) and the Owner's choice in the SocioLens project chat on 15 October 2026 to build the LD-06 debate; a new Claim, first version, written from the project's LD-06 source notes, checked against full texts or official abstracts
FIELD_6_SOURCE_REFERENCE = SRC-SL-GB-T-45654-2025-CSET-TRANSLATION--v1.0 — basis: field 6 of ENTRY 25 — LD06-SL-C25 cites "State Administration for Market Regulation & Standardization Administration of China, GB/T 45654-2025, “Cybersecurity Technology — Basic Safety Requirements for Generative Artificial Intelligence Services,” issued 25 April 2025 (CSET English translation, 28 May 2026)"; the only field-6 segment of this ClaimVersion's repository-authored ledger block.
SOURCE_PROVENANCE_PIN = SRC-SL-GB-T-45654-2025-CSET-TRANSLATION--v1.0 — basis: explicit version-pinned public provenance of this ClaimVersion (Amendment v1.2 §6): the pinned field-6 Source record "State Administration for Market Regulation & Standardization Administration of China, GB/T 45654-2025, “Cybersecurity Technology — Basic Safety Requirements for Generative Artificial Intelligence Services,” issued 25 April 2025 (CSET English translation, 28 May 2026)".