From the hash-bound evidence releases
Recorded claims
Each claim states what the inspected source says, at the recorded location—bounded by its scope and graded by its confidence. Nothing here is a synthesis across works.
The article identifies privacy harms, information asymmetries, and loss of human agency as regulatory gaps in automated employer functions, and proposes prohibitions, purpose limits, information rights, human review, consultation, and impact assessment as governance responses.
Scope: Legal-policy blueprint covering employer functions from hiring through termination; no empirical sample, study period, or statistical denominator
Structured relationships
In-corpus citations
Only source-supplied cites relationships whose two endpoints are admitted are shown. Invocation evidence remains a separate relationship.
Cites (0)
No in-corpus outgoing citation is available in the current enrichment coverage.
Cited by (0)
No in-corpus incoming citation is available in the current enrichment coverage.
Boundaries
Limitations & independence
Recorded at coding time, carried with the work forever. A claim without its limits is not evidence.
Recorded limitations
- Abstract-level evidence only; full text and PDFs were not inspected.
- The proposed safeguards are policy designs; the abstract reports no implementation test or causal evaluation.
- The abstract does not specify a common jurisdictional baseline for every proposed safeguard.
Source independence
ssrn-only