Abstract

The surge in U.S. business formation has been accelerated by generative artificial intelligence (AI) and is often interpreted as evidence of renewed economic vitality. This perspective argues that the same trend also creates a consequential challenge for human resource development (HRD). This is because new ventures may achieve commercial reach and technical capability before developing the human systems needed to support learning, judgment, coordination, and workforce development. This temporal imbalance is theorized as venture heterochrony. Its accumulated human and organizational consequences are conceptualized as organizational formation debt. These constructs explain how AI-enabled speed can obscure weakness in knowledge governance, organizational memory, employee development, and relational capacity until periods of increased organization demand make them visible. The paper positions HRD upstream of formal human resource functions and proposes a minimum viable learning architecture grounded in decision rights, AI verification, organizational memory, employee voice, and developmental work design. It further identifies an HRD commons through which entrepreneurial ecosystems can provide shared developmental infrastructure early in venture formation. The central thesis is that business formation does not necessarily produce organizational formation; sustainable growth requires the deliberate synchronization of technical-commercial advancement with human-system maturity.

Description

This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).

Publisher

SAGE

Date of publication

Fall 10-24-2026

Language

english

Persistent identifier

http://hdl.handle.net/10950/5210

Document Type

Article

Publisher Citation

Carpenter, R. E. (2026). When business ventures scale faster than people systems: HRD in the AI-enabled start-up boom. New Horizons in Adult Education and Human Resource Development. Advance online publication. https://doi.org/10.1177/19394225261497763

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