Framework Lab — Level 200 worksheet

AIGovOps Beacon · Suitcase + deep-dive Name / date: ________________________________

Pick five technical cases and five policy-facing cases from the 100-failure dataset. For each, document the missing Beacon artifact and the framework controls that apply. The Suitcase Lab gives you the receipts to verify your analysis offline.

Technical track — pick 5

Boeing 737 MAX MCAS software fatal crashes (2018-2019)

Who was harmed
What failed
Which framework(s) apply
Which Beacon artifact would have mattered most
YES-act
☐ Ship ☐ Steady ☐ Recover

Knight Capital deployment failure (2012)

Who was harmed
What failed
Which framework(s) apply
Which Beacon artifact would have mattered most
YES-act
☐ Ship ☐ Steady ☐ Recover

Tesla Autopilot fatal crashes / recall (2016 onward)

Who was harmed
What failed
Which framework(s) apply
Which Beacon artifact would have mattered most
YES-act
☐ Ship ☐ Steady ☐ Recover

Cruise robotaxi pedestrian drag (2023)

Who was harmed
What failed
Which framework(s) apply
Which Beacon artifact would have mattered most
YES-act
☐ Ship ☐ Steady ☐ Recover

Zillow $304M algorithmic home-buying write-down (2021)

Who was harmed
What failed
Which framework(s) apply
Which Beacon artifact would have mattered most
YES-act
☐ Ship ☐ Steady ☐ Recover

Policy track — pick 5

Robodebt automated welfare debt scheme (Australia 2016-2020)

Who was harmed
What failed
Which framework(s) apply
Which Beacon artifact would have mattered most
YES-act
☐ Ship ☐ Steady ☐ Recover

UK A-level algorithm grading scandal (2020)

Who was harmed
What failed
Which framework(s) apply
Which Beacon artifact would have mattered most
YES-act
☐ Ship ☐ Steady ☐ Recover

Apple Card credit limit bias allegations (2019)

Who was harmed
What failed
Which framework(s) apply
Which Beacon artifact would have mattered most
YES-act
☐ Ship ☐ Steady ☐ Recover

Detroit wrongful arrest via facial recognition (2020)

Who was harmed
What failed
Which framework(s) apply
Which Beacon artifact would have mattered most
YES-act
☐ Ship ☐ Steady ☐ Recover

iTutorGroup hiring discrimination (EEOC, 2023)

Who was harmed
What failed
Which framework(s) apply
Which Beacon artifact would have mattered most
YES-act
☐ Ship ☐ Steady ☐ Recover

Your deep-dive case

Pick one in-depth case from your sector

Incident / system
Year / date range
Who was harmed
What failed
Which framework(s) apply
Which Beacon artifact would have mattered most
YES-act
☐ Ship ☐ Steady ☐ Recover
Cross-link to Level 200 §

Source: AIGovOps Beacon Auditor Lab Deck (30 slides) + LAB.md + 100-case dataset aigovopsfoundation.org · Apache-2.0