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 abstract models firms choosing how much to keep workers engaged as AI improves, with engagement building fallback skill; liability commitments signal that endogenous capability to mobile workers and clients and alter firms' training, specialization, and market participation incentives.
Scope: firm workforce engagement, deskilling, worker sorting, client inference, and credence-good markets
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; analytical derivations and agent-based implementation were not inspected.
- This work shares mechanisms and an author with companion papers, but the inspected SSRN page presents it as a distinct work and no version collapse is inferred.
Source independence
ssrn-only