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.
In a stylized synthetic economic environment, the abstract compares contextual prompting with direct alignment to a parameterized multi-stakeholder utility function and reports that explicit alignment improves synthetic agents' decision consistency, stakeholder accountability, and fit with organizational objectives.
Scope: abstract-level synthetic experiment on organizational value alignment
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 experimental design, synthetic dataset, model versions, measures, and results were not inspected.
- The abstract reports three experimental studies but gives no run denominator, study period, effect sizes, or uncertainty estimates; no numeric effect claim is made here.
- Evidence comes from a stylized synthetic environment, so this record does not infer real-organization effectiveness.
Source independence
ssrn-only