Claim LD05-HQ-C11 (v1.0)

Försäkringskassan withdrew an ML risk profile for parental-benefit controls during Swedish data-protection supervision in 2025; the regulator did not make a discrimination finding.

Research opportunities this claim motivates

What this claim leaves open for research. Each is a hypothesis about a gap, not a finding.

Who first detects failures in public-sector algorithmic systems, and how late?Försäkringskassan withdrew a risk profile during data-protection supervision without a discrimination finding, an example of a regulator-linked detection channel to be coded as distinct from a finding of harm.

Provenance and status

Claim type: FACT (as printed: “FACT”)
Publication status: ELIGIBLE (QUALIFIED) (as printed: “ELIGIBLE WITH QUALIFIER”)
Verification state: CONTENT_VERIFIED_PRIMARY (as printed: “CONTENT VERIFIED”; verified by: UNKNOWN)
Does not license: Claim that IMY found demographic discrimination
Source (field 6, as printed): Swedish Authority for Privacy Protection (IMY), 18 Nov 2025 decision
Source type (field 7): REGULATOR_PRIMARY (as printed: “Regulatory primary”)
Institutional position: Regulator
Maturity (claim evidence / publication maturity): EMERGING (as printed: “EMERGING”)
Recorded date: 2026-09-25
Currentness / correction: This is the current version. No correction or concern relation is recorded on its Sources.

Version

Current version v1.0, resolved through the explicit current pointer CLAIM--LD05-HQ-C11.

Versions:v1.0 · current

Pinned Sources (field 6, version-specific)

“Swedish Authority for Privacy Protection (IMY), 18 Nov 2025 decision” → SRC-LD05-IMY-2025-11828--v1.0 — IMY, Försäkringskassan supervision decision, 2025; class REGULATOR_PRIMARY (explicit public provenance pin)

Read the originals

SRC-LD05-IMY-2025-11828: open the original

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	LD05-HQ-C11	—
2	PUBLIC-FACING CLAIM	Försäkringskassan withdrew an ML risk profile for parental-benefit controls during Swedish data-protection supervision in 2025; the regulator did not make a discrimination finding.	—
3	CLAIM TYPE	FACT	base_types: FACT
4	RESEARCH STRAND	G — Institutional/legal context	—
5	MATURITY	EMERGING	states: EMERGING
6	SOURCE	Swedish Authority for Privacy Protection (IMY), 18 Nov 2025 decision	source_ids: SRC-LD05-IMY-2025-11828
7	SOURCE TYPE	Regulatory primary	classes: REGULATOR_PRIMARY
8	INSTITUTIONAL POSITION	Regulator	—
9	SCOPE	Sweden; temporary parental-benefit controls	—
10	DESIGN	Regulatory supervision	—
11	SAMPLE / DATASET	Agency correspondence / system description	—
12	MODEL / TOOL / VERSION	ML risk profile	—
13	COMPARATOR	None	—
14	MAIN RESULT	Risk profile withdrawn; no restart planned at time of response; supervision closed because processing ceased	—
15	INFERENTIAL TARGET	Production use and discontinuation	—
16	DOES NOT LICENSE	Claim that IMY found demographic discrimination	—
17	VERIFICATION STATE	CONTENT VERIFIED	state: CONTENT_VERIFIED_PRIMARY · verified_by: UNKNOWN
18	LIMITATIONS	Distributional claims not verified from regulator evidence	—
19	CONTRADICTORY / SUPPORTING SOURCES	Journalism/advocacy remain RELAYED	—
20	GEOGRAPHY / LANGUAGE	Sweden/Swedish	—
21	DISTRIBUTIONAL LEDGER	NO VERIFIED SUBGROUP RESULT IN PRIMARY REGULATOR RECORD	—
22	R01 / FIELD-MAP LINKS	D5, D6.3, L-B	—
23	WHAT WOULD CHANGE THIS CLAIM?	Reintroduction/replacement system or later regulator finding	—
24	PUBLICATION STATUS	ELIGIBLE WITH QUALIFIER	state: ELIGIBLE · qualifiers: QUALIFIED
25	RECORDED DATE	2026-09-25	—

Field 22 references resolved against Field Map v0.2: D5 (DOMAIN); D6.3 (SUB_AREA); L-B (LENS)

Cited by Living Debate versions

LD-05 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 3c99145f60939adce8889962de590695b647b6c0bef07600f03aa85a2bb103d7.

Frozen Drive-derived inputs

R04 — LD-05 Canonical Claim Ledger v1.0 — LOCKED (v1.0) — Drive ID 1WkAv7jmWIrr1GBmYSv66jDc8m222Yd9z; revision: NOT_EXPOSED_BY_DRIVE_TEXT_EXPORT; Drive modified ; block “ENTRY 11 — LD05-HQ-C11” SHA-256 eae30d22d600a369cb0b079f8387c162baf4b0846c0ac60fe2e6dcdc52625ffc; SocioLens — Programme Status & Authority Register v0.6 status “CURRENT.”; frozen fixture fixtures/frozen/r04-ld05-claim-ledger-v1.0.

Builder decisions (not Drive data)

VERSION = v1.0 — basis: Claim version taken from the canonical ledger artifact version (R04 — LD-05 Canonical Claim Ledger v1.0); Implementation Architecture Selection §5
CURRENT_POINTER = true — basis: SocioLens — Programme Status & Authority Register v0.6 status for "R04 — LD-05 Canonical Claim Ledger v1.0 — LOCKED": "CURRENT."
FIELD_6_SOURCE_REFERENCE = SRC-LD05-IMY-2025-11828--v1.0 — basis: field 6 of ENTRY 11 — LD05-HQ-C11 cites "Swedish Authority for Privacy Protection (IMY), 18 Nov 2025 decision"; the frozen field-6 segment of this ClaimVersion's ledger block; Drive-derived identity authority (Issue #37 Source inventory): ledger C11 fields 6–8; Batch 02 §6 (decision IMY-2025-11828, 18 November 2025); KEY EVIDENCE.
SOURCE_PROVENANCE_PIN = SRC-LD05-IMY-2025-11828--v1.0 — basis: Issue #5 proof rendering (Architecture Proof Protocol v0.1 AP-08 / Amendment v1.2 §6): explicit version-pinned public provenance of this ClaimVersion — the pinned field-6 Source record.