Focused Ethotechnic territory

Failure modes

Common patterns where responsibility dissolves and harm accelerates.

Common patterns where responsibility dissolves and harm accelerates.

Use this chapter when you only need failure modes definitions.

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B. Failure modes (why Ethotechnics exists)

Common patterns where responsibility dissolves and harm accelerates.

Accountability Diffusion

Responsibility dissolves across teams, tools, and incentives until no one can intervene. A signature pattern of modern institutions and a direct threat to design authority.

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Extraction

When a system pulls value—data, attention, labor, or social capital—without returning care, consent, or repair. Extraction hides true costs through externalization and steep burden gradients, hollowing trust.

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Extraction by Endurance

Systems that depend on workers or users absorbing fragility through burnout, emotional labor, or unpaid cognitive work—often mislabeled as “resilience.” Ethotechnic practice aims to invert this burden with fair burden distribution.

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Externalization

Pushing risk, cost, or harm onto other teams, communities, or the future so metrics look clean. Externalization shows up as pollution, shadow labor, or brittle dependencies that live outside audits.

Ethotechnics counters it with oversight horizons, MPIs, and transparent repair logs.

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Brittleness

Coming soon

A system’s intolerance for human variance, refusal, or error.

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Optimization Myopia

Coming soon

Where metric-chasing overrides human safety or justice.

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Precision Laundering

Coming soon

Using quantitative metrics to disguise inequity as objectivity.

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Compliance Collapse

Coming soon

When rules replace judgment and harm increases.

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