Disclose the model’s handwritten-form limitations: What should | AIGP
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Disclose the model’s handwritten-form limitations: What should the insurer request before deployment?

AIGP Understanding How to Govern AI Development Easy

The insurer needs supplier disclosure of limitations relevant to handwritten forms before judging whether evidence supports its deployment.

The question

An insurer deploys a developer-supplied claims triage model. The developer’s documentation omits known limitations for handwritten forms, which comprise a substantial portion of the insurer’s claims. What should the insurer request before deployment?

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  1. Accept benchmark results from typed-form claims.
    Typed-form benchmarks do not establish suitability for the insurer’s substantial handwritten-form population or intended use.
  2. Rely on claims staff to identify limitations during routine use.
    Deferring discovery to operations exposes claimants and staff to foreseeable limitations that should be assessed before deployment.
  3. Disclose the model’s handwritten-form limitations.
    The deployer needs explicit limitation information to assess whether supplier evidence applies to its actual claims workflow and risks.
  4. Require a broad performance guarantee for all claims.
    A broad guarantee does not provide the specific limitation and scope information needed for deployment risk assessment.
The trap
Ask whether the supplier evidence matches the deployer’s real inputs, workflow, and risk context.

How to remember it

The insurer needs supplier disclosure of limitations relevant to handwritten forms before judging whether evidence supports its deployment.

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