W7162313481 Working papers AI × management and organizations

Design of Hybrid Human-AI Agent Organizations: A Mathematical Framework for Organizational Dynamics

Usman Zafar

Also recorded as: doi:10.2139/ssrn.6740280 · ssrn:6740280

ssrn abstract page · 2026-05-25

Recorded claims
1
coded from the inspected source
Evidence classes
1
ssrn-abstract-page
Recorded limitations
3
stated, never hidden

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 formulates hybrid human–AI organizational design as a controlled stochastic system in a 17-dimensional latent representation, with governance encoded as a Kullback–Leibler potential and organizational dynamics directed toward a stated governance-optimal equilibrium.

confidence: high ssrn-abstract-page apw-e1-ssrn-backfill

Scope: abstract-level mathematical organization-design 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; definitions, appendices, identifiability arguments, falsifiability conditions, and convergence proof were not inspected.
  • The record reports the mathematical structure and guarantee claimed by the abstract; it does not independently validate the model or empirical applicability.
  • A Zenodo DOI is displayed on the SSRN page as alias metadata, but that external manifestation was not inspected or used as evidence.

Source independence

ssrn-only