Evidence Readiness · Good AI Practice

Regulations/Good AI Practice/Evidence Readiness

Evidence objects

Readiness becomes visible through records.

Good AI Practice

Evidence 01

AI use-case statement

Keep this as a named evidence object for Good AI Practice: source basis, owner, status, review question, and update trigger should be visible before reuse.

Evidence 02

Context-of-use record

Keep this as a named evidence object for Good AI Practice: source basis, owner, status, review question, and update trigger should be visible before reuse.

Evidence 03

Data provenance file

Keep this as a named evidence object for Good AI Practice: source basis, owner, status, review question, and update trigger should be visible before reuse.

Evidence 04

Bias/representativeness review

Keep this as a named evidence object for Good AI Practice: source basis, owner, status, review question, and update trigger should be visible before reuse.

Evidence 05

Model development record

Keep this as a named evidence object for Good AI Practice: source basis, owner, status, review question, and update trigger should be visible before reuse.

Evidence 06

Validation protocol and report

Keep this as a named evidence object for Good AI Practice: source basis, owner, status, review question, and update trigger should be visible before reuse.

Evidence 07

Human review boundary

Keep this as a named evidence object for Good AI Practice: source basis, owner, status, review question, and update trigger should be visible before reuse.

Evidence 08

Transparency statement

Keep this as a named evidence object for Good AI Practice: source basis, owner, status, review question, and update trigger should be visible before reuse.

Evidence 09

Monitoring plan

Keep this as a named evidence object for Good AI Practice: source basis, owner, status, review question, and update trigger should be visible before reuse.

Evidence 10

Change and retirement record

Keep this as a named evidence object for Good AI Practice: source basis, owner, status, review question, and update trigger should be visible before reuse.

Readiness questions

Each object needs review before reuse.

question bank

Question 01

AI use-case statement

Ask: who owns it, what source does it trace to, what evidence exists, what is missing, and what should not be claimed?

Question 02

Context-of-use record

Ask: who owns it, what source does it trace to, what evidence exists, what is missing, and what should not be claimed?

Question 03

Data provenance file

Ask: who owns it, what source does it trace to, what evidence exists, what is missing, and what should not be claimed?

Question 04

Bias/representativeness review

Ask: who owns it, what source does it trace to, what evidence exists, what is missing, and what should not be claimed?

Question 05

Model development record

Ask: who owns it, what source does it trace to, what evidence exists, what is missing, and what should not be claimed?

Question 06

Validation protocol and report

Ask: who owns it, what source does it trace to, what evidence exists, what is missing, and what should not be claimed?

Question 07

Human review boundary

Ask: who owns it, what source does it trace to, what evidence exists, what is missing, and what should not be claimed?

Question 08

Transparency statement

Ask: who owns it, what source does it trace to, what evidence exists, what is missing, and what should not be claimed?

Source anchors

Current public sources for Good AI Practice.

official first

These links are the public source anchors for this workspace. Interpretation, checklists, and future assets should point back here before being reused outside iFeed.

Official FDA page