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.

SocioLens project,

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
Publication status: Eligible for publication, with a qualifier
Verification state: Checked against the primary source. Who checked this claim is not recorded for it; claim checks so far were AI-led, and no person has checked claims against their sources.
Does not license: Claim that IMY found demographic discrimination
Limitations: Distributional claims not verified from regulator evidence
Source (as cited): Swedish Authority for Privacy Protection (IMY), 18 Nov 2025 decision
Source type: Regulator document (recorded as “Regulatory primary”)
Institutional position: Regulator
Maturity of the evidence: Emerging evidence
Recorded date: 25 September 2026
Currentness / correction: This is the current version. No correction or concern is recorded on its sources.

Sources this version cites

IMY, Försäkringskassan supervision decision, 2025 (Regulator document)
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Version

This is the current version, v1.0. Earlier versions stay available, and their records never change.

Versions: v1.0 · current

Raw record: every recorded field, with its coded values

All 25 canonical Claim fields, verbatim, with the coded values derived from them. The plain-language labels above are read from these.

Claim type (coded): FACT (as printed: “FACT”)
Publication status (coded): ELIGIBLE (QUALIFIED) (as printed: “ELIGIBLE WITH QUALIFIER”)
Verification state (coded): CONTENT_VERIFIED_PRIMARY
Source type (coded): REGULATOR_PRIMARY
Maturity (coded): EMERGING

#	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)

The sources as recorded, with their record IDs and coded source types:

Pinned Sources (field 6, version-specific)

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

Cited by Living Debate versions

Discretion curtailed, relocated or encoded? (v0.1) LD-05

Cite this page

SocioLens project. (2026, September 25). 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 [Claim LD05-HQ-C11, version v1.0]. SocioLens. https://sociolens-web.pages.dev/claims/ld05-hq-c11/v1.0/

@misc{sociolens_ld05_hq_c11_v1_0,
  author = {{SocioLens project}},
  title = {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.},
  year = {2026},
  date = {2026-09-25},
  howpublished = {\url{https://sociolens-web.pages.dev/claims/ld05-hq-c11/v1.0/}},
  note = {Claim LD05-HQ-C11, version v1.0}
}

The link points to this version, whose record never changes. For a finding, cite the original study as well: SocioLens summarizes research and does not replace it.

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.