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