What it is
In most organizations, colleagues pass mistakes to one another, and agents pass them to other agents, without any formal check along the way. Peer sharing rules set what may be handed on, and they require each hand-off to name its source. Routine peer review makes a second look normal, so asking for one signals no distrust. Copying between record systems is a separate problem with a lever of its own.
What it pushes on in the Lab
In the Lab, this lever weakens the pathway by which people pass failures to one another. It also weakens the pathway by which AI models or agents relay failures to one another. It strengthens the pathway by which peers cross-check each other's work.
You can also pull this lever at a strong tier, which costs more. At the strong tier, each effect below the Lab's strongest setting pushes harder.
In the modes that offer aiming, you can aim this lever at particular parts and pathways of a network. Otherwise it applies to the whole network.
This lever pushes less hard when you switch on lingering effects in the Lab's options, unless you also pull Understand the system.
Its pattern in the Practice Library
The Practice Library describes the pattern behind this lever:Peer-edge governance
The pressures it answers
These pressures list this lever among the levers that answer them:
A lever answers a pressure when it pushes the other way on something the pressure pushes on.
Where you can pull it
Networks in the Lab that offer this lever:93
- A commercial code assistant across three enterprises
- Accelerated Safety Analysis Protocol (ASAP Tool)
- Albert France Services
- Amazon fulfillment-centre algorithmic management
- Ambient scribe RCT + monitoring playbook
- Amsterdam Smart Check
- An ambient AI scribe at a multi-specialty health system
- Apple Card underwriting
Every network that offers it
- Benefits Data Trust wind-down
- Burokratt
- CA-CDS Child Abuse Alerting
- Caddy adviser copilot at Citizens Advice
- Calgary Drop-In Centre
- CDTFA Axyom Assist
- CHAI (chronic-homelessness prediction)
- Citi Retail Services Judgmental Review
- CNAF benefit-fraud risk score (France)
- Colorado Family Safety and Risk Assessments
- Community Notes on X, formerly Birdwatch on Twitter
- CORA, the DC CFSA policy assistant
- Crisis Text Line & Loris.ai
- CVS Health's Massachusetts applicant video-interview screen
- Danske Bank fraud scoring
- DWP Whitemail Insights and Vulnerability Scanner
- Family-Match (Adoption-Share)
- Forsakringskassan VAB fraud-selection profile (Sweden)
- Frida (NAV Norway)
- Gaggle Safety Management
- GDS Microsoft 365 Copilot cross-government experiment
- GetCalFresh
- Google ML code completion
- GOV.UK Chat
- Home Office IPIC
- Homebase Risk Assessment Questionnaire
- Illinois DCFS Augintel
- Insight Bristol / Think Family Database
- IRS collection chatbots
- Justice Transcribe
- Kaiser Permanente ambient AI scribe
- LA County Homelessness Prevention Unit
- LA's coordinated-entry triage revision
- Learned Hand AI clerk pilot (LA and Riverside courts)
- London's Strategic Insights Tool
- LyssnCrisis counselor QA at ProtoCall Services (988)
- Magic Notes (Beam)
- Mass.gov Virtual Assistant
- McHire, McDonald's franchise hiring platform
- Meta content enforcement
- Meta employment-ad targeting and delivery optimization
- Meta's cross-check secondary review programme
- Michigan MiDAS
- Minute / Local Transcribe
- ML anti-money-laundering as primary monitoring
- NarxCare
- Nava assistive benefits chatbot
- Navy Federal mortgage underwriting
- Netherlands childcare-benefits scandal (Toeslagenaffaire)
- NJ AI Assistant
- ODMAP overdose spike alerts
- Oportun Financial Corporation's legal-collections pipeline
- Oxevision camera monitoring on NHS mental health wards
- Practice Fusion Pain CDS
- Predict-Align-Prevent
- ProKid (Netherlands)
- Propel in-app SNAP benefits assistant
- pymetrics Soft Skills Platform cooperative audit
- REACH VET
- RealPage revenue management
- Robodebt (Australia)
- Rotterdam welfare-fraud risk model
- SafeRent Tenant Screening Score
- Samagra Vedika
- San Jose's camera car
- Santa Clara County Homelessness Prevention System
- Serbia Social Card (Socijalna karta)
- Singapore's chatbot fleet refresh
- SSA Insight
- Stratification Tool for Opioid Risk Mitigation
- SyRI (Netherlands)
- Tessa chatbot replacing the NEDA eating-disorder helpline
- The GIFCT hash-sharing database and member matching system
- The Sama Nairobi content-moderation workforce for Meta
- The same AI running hands off: the agentic office
- Trelleborg's Welfare Robot
- UK Home Office asylum AI copilots
- UPS delivery route optimization
- US Birth Match
- VA claims automation (automated survivor-benefit decisions)
- Vanderbilt VSAIL suicide-risk alert
- Viz.ai LVO Stroke Triage
- Wells Fargo refinance underwriting (CORE/ECS)
- Wikipedia's edit-scoring service (ORES, now Lift Wing)
- Workday AI screening
The evidence behind its effects
The Lab cites no claim from the evidence registry for this lever's effects. The Lab's authors set the direction and size of each effect.