AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice
Most AI vendor security questionnaires miss the AI-specific risks. Here's the question set that surfaces vendors with real safety practice from those with marketing veneer.
11 min · Reviewed 2026
The premise
AI vendor risk is its own category; standard security questionnaires don't surface it.
What AI does well here
Ask about training data provenance and any sensitive data exclusions
Probe model attestation practices (model card, data sheet, evaluation results)
Investigate incident response and disclosure practices for AI-specific failures
Verify data handling — whether your data trains future models, retention windows, deletion rights
What AI cannot do
Substitute for technical evaluation by ML-aware security engineers
Replace contract terms that codify the answers
Audit practices the vendor refuses to discuss
End-of-lesson check
15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-ethics-safety-vendor-AI-due-diligence-adults
What is the core idea behind "AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice"?
Most AI vendor security questionnaires miss the AI-specific risks. Here's the question set that surfaces vendors with real safety practice from those with marketing veneer.
Uncomfortable feelings while using AI are important safety signals — don't ignor…
bystander effect
unique
Which term best describes a foundational idea in "AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice"?
third-party AI risk
vendor due diligence
model attestation
data handling
A learner studying AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice would need to understand which concept?
vendor due diligence
model attestation
third-party AI risk
data handling
Which of these is directly relevant to AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice?
vendor due diligence
third-party AI risk
data handling
model attestation
Which of the following is a key point about AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice?
Ask about training data provenance and any sensitive data exclusions
Probe model attestation practices (model card, data sheet, evaluation results)
Investigate incident response and disclosure practices for AI-specific failures
Verify data handling — whether your data trains future models, retention windows, deletion rights
Which of these does NOT belong in a discussion of AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice?
Ask about training data provenance and any sensitive data exclusions
Uncomfortable feelings while using AI are important safety signals — don't ignor…
Probe model attestation practices (model card, data sheet, evaluation results)
Investigate incident response and disclosure practices for AI-specific failures
Which statement is accurate regarding AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice?
Replace contract terms that codify the answers
Audit practices the vendor refuses to discuss
Substitute for technical evaluation by ML-aware security engineers
Uncomfortable feelings while using AI are important safety signals — don't ignor…
What is the key insight about "AI vendor due diligence questionnaire" in the context of AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice?
Uncomfortable feelings while using AI are important safety signals — don't ignor…
bystander effect
unique
Generate an AI-specific vendor due diligence questionnaire for [vendor type: foundation model API / fine-tuned model ser…
What is the key insight about "What they refuse to answer matters" in the context of AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice?
Vendors that refuse to discuss training data provenance, evaluation methodology, or incident history are flagging risk.
Uncomfortable feelings while using AI are important safety signals — don't ignor…
bystander effect
unique
Which statement accurately describes an aspect of AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice?
Uncomfortable feelings while using AI are important safety signals — don't ignor…
AI vendor risk is its own category; standard security questionnaires don't surface it.
bystander effect
unique
Which best describes the scope of "AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice"?
It is unrelated to ethics-safety workflows
It applies only to the opposite beginner tier
It focuses on Most AI vendor security questionnaires miss the AI-specific risks. Here's the question set that surf
It was deprecated in 2024 and no longer relevant
Which section heading best belongs in a lesson about AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice?
Uncomfortable feelings while using AI are important safety signals — don't ignor…
bystander effect
unique
What AI does well here
Which section heading best belongs in a lesson about AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice?
What AI cannot do
Uncomfortable feelings while using AI are important safety signals — don't ignor…
bystander effect
unique
Which of the following is a concept covered in AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice?
third-party AI risk
vendor due diligence
model attestation
data handling
Which of the following is a concept covered in AI Vendor Due Diligence: The Questions That Reveal Real Safety Practice?