Corporate responsible AI programs

An Ethotechnics critique of internal responsible AI programs: ethics boards and review gates answer to the company, not to the people a system decides about.

Ethotechnics critique

Where the programs fall short

  • Centralized review becomes a bottleneck: At scale, boards either slow the business or become routinized and symbolic.
  • Judgment-based governance is fragile: Under deadline pressure, discretionary controls degrade first while the system keeps running.
  • The people the system decides about lack standing: Governance is inward-facing, not power the public can exercise.

Failure mode

Ethics theater under pressure

Good principles and sincere people, and no standing for the people the system decides about.

The failure mode is a well-intended program that collapses into symbolic oversight when incentives conflict with restraint.

Cite this page · APA, MLA, Chicago, BibTeX, RIS

Version

vDraft

Last updated

Oct 6, 2026

APA

Ethotechnics Institute. (2026). Corporate responsible AI programs. Ethotechnics Institute. https://ethotechnics.org/standards/critiques/corporate-responsible-ai

MLA

Ethotechnics Institute. "Corporate responsible AI programs." Ethotechnics Institute, 2026, https://ethotechnics.org/standards/critiques/corporate-responsible-ai.

Chicago

Ethotechnics Institute. "Corporate responsible AI programs." Ethotechnics Institute. Oct 6, 2026. https://ethotechnics.org/standards/critiques/corporate-responsible-ai.

BibTeX

@misc{ethotechnics_standards_critiques_corporate_responsible_ai,
  title={Corporate responsible AI programs},
  author={Ethotechnics Institute},
  year={2026},
  howpublished={Ethotechnics Institute},
  url={https://ethotechnics.org/standards/critiques/corporate-responsible-ai},
  version={Draft}
}

RIS

TY  - WEB
TI  - Corporate responsible AI programs
AU  - Ethotechnics Institute
PY  - 2026
UR  - https://ethotechnics.org/standards/critiques/corporate-responsible-ai
ER  -