W7172492221 Working papers AI × management and organizations

From Intent Declaration to Running AI Systems in Seconds

Lucas Wall

Also recorded as: doi:10.2139/ssrn.7162018 · ssrn:7162018

ssrn abstract page · 2026-08-05

Recorded claims
1
coded from the inspected source
Evidence classes
1
ssrn-abstract-page
Recorded limitations
2
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 conceptual abstract treats system-instantiation cost as a market-access variable for nontechnical participation in AI-delegation markets and argues that orchestration investment can expand demand and recompose competitive service boundaries more directly than equivalent model-performance investment.

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

Scope: AI delegation, orchestration, adoption, platform economics, and competitive service boundaries

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 was not inspected.
  • The page states that the author is the founder and CEO of Almma.AI and that the paper is conceptual with no empirical results; its design-derived timing heuristic is not used as an evidentiary claim here.

Source independence

ssrn-only