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 proposes four organizational task-delegation modes—human-only work, copilot augmentation, AI teammates, and autonomous agents—evaluated through frontier position, verifiability, worker expertise, stakes and reversibility, observability, and diversity effects, with governance scaled to autonomy.
Scope: abstract-level enterprise task-allocation framework
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 evidence synthesis were not inspected.
- The abstract reports pooled effects across five controlled experiments per outcome but does not state the total participant denominator, study period, or full study universe; those statistics are not used in this record's claim.
Source independence
ssrn-only