Guidelines for Responsible AI

AIF-C01 · 42 questions

• A municipal bulk-trash signup scorer keeps sending reminder texts only to households on the west side of the river, even though east-side households meet the same eligibility rules. Which responsible-AI feature failed?
• A community orchard-stand appointment helper was fitted mostly on weekday walk-ins and now systematically under-serves crews who only appear on Saturdays. Which responsible-AI defect is that?
• A municipal boat-ramp wayfinding helper was designed and tested only with English-speaking smartphone users. Night-shift dockhands who use a flip phone and a second language cannot complete the same flow. Which gap is that?
• A municipal flood-lookout note helper works on clean typed logs but collapses when a ranger pastes a smudged radio transcript with missing words and mixed units. Which responsible-AI feature failed?
• A municipal sea-cave education kiosk starts offering shortcuts that would put visitors on slippery rocks after dark. Which responsible-AI feature failed?
• A municipal silo moisture helper writes a confident paragraph that invents a drying-bin serial number the yard never had. Leadership wants the responsible-AI name for “sounds true, is not.” Which feature is that?
• A community mosaic studio reviews four bad generations: one copies a living artist’s catalog caption almost word-for-word, one invents a grout formula, one always recommends colors popular with last year’s tourist ZIP codes, and one misreads a volunteer’s handwritten note. Which assignment is accurate?
• A community corn-maze family guide needs a way to see and block generations that fail the organization’s safety and harmfulness rules before a child reads them. Which tool fits, and what does it not do?
• A volunteer rescue-auxiliary newsletter helper can refuse medical-dosing and hate-speech categories through a policy filter. A board member asks whether turning the filter on finishes responsible AI. What is the accurate reply?
• A community book-cart helper’s problem is toxic language in answers, not missing catalog facts. Which control matches that responsible-AI feature?
• A community pack-raft club only needs a short packing-list rewrite. A huge general model would work, but a much smaller hosted option meets quality and uses far less energy per answer. Which responsible-selection reason supports the smaller option?
• A municipal salt-barn wants nightly route blurbs. A vendor proposes a large from-scratch training run because bigger is more responsible. What should the team conclude?
• A community wind-coop desk can meet its FAQ quality bar with a compact model already approved in-region. A newer flagship is flashier and several times more energy-hungry per page. Which choice is the responsible one?
• A community costume-atelier window helper produces hat-copy that closely tracks a living designer’s copyrighted lookbook text. Counsel asks what legal exposure that creates. Which risk is that?
• A county-fair poultry-barn helper consistently steers 4-H award blurbs toward one breed that dominated last year’s photos. Families from other clubs complain of unequal treatment. Which kind of risk is that?
• A community cattery intake helper invents a vaccination the clinic never gave. Even after a correction, several regulars stop using the online form. Which legal or business risk is that?
• A lock-tender study helper tells a trainee to ignore a fog rule that is still in force. If the trainee follows it, people get hurt. Which responsible concern is that?
• A municipal columbarium-records helper invents a niche number that does not exist. A family spends a weekend at the wrong section. How should that fluent fabrication be treated?
• A community weaving-guild pattern helper was fitted only on photographs of one regional style and one age group of makers. Other guilds’ techniques never appear. What does the dataset lack?
• A municipal arboretum helper’s training pile includes anonymous garden-forum rants next to the arboretum’s own labeled accession sheets. Which dataset practice is the responsible one?
• A historic lift-bridge education model saw ninety percent of its examples from summer tourist weekends and almost none from winter maintenance crews. Winter answers are systematically worse. What dataset problem is that, and what should the team ask for?
• A community agility-trial clerk notices rural clubs barely appear in the fit data. A reviewer proposes adding labeled examples for those clubs rather than regularizing the model harder. Which move is the responsible-data choice?
• A community crew-club waitlist scorer trained on last decade’s mostly weekday applicants now rejects night-shift parents at a much higher rate even when their paperwork matches. What should the team report?
• A municipal breakwater-station log summarizer recites last January’s incident IDs almost verbatim and fails on this week’s new icing pattern. Which bias-and-variance effect is that?
• A municipal bottle-return helper uses such a crude rule that every shiny object is called aluminum, so glass and plastic are routinely wrong. Which effect is that?
• A county-extension hay-lab helper keeps recommending the wrong protein tag. A reviewer samples the labeled fit rows and finds many bales tagged with the neighbor field’s crop. Where should the team start?
• A historic lightship education desk has two docents independently score a week of generated tour lines for unfair group stereotypes and invented dates. Which monitoring method is that?
• A community kayak-livery waiver helper posts a high overall correct-waiver rate, but errors cluster on renters whose names use diacritics and on same-day walk-ups. What should the team ask for?
• A historic trestle committee can list the three inspection fields that pushed a small decision-tree toward close the span, but cannot list any comparable reason trail for a large generated paragraph that says the same thing. What contrast is that?
• A municipal rec-center locker desk must write, for every denied guest-pass, which posted rule fired. A small rules or tree model can do that; a large generative rewriter cannot. Which option should they pick, and why?
• A municipal canal-dispatch helper prints a confident delay because of lock maintenance story. The lock office has no such outage. Why is that story not an explanation of the model’s decision?
• A historic slate-quarry museum can read a one-page card that states what a classifier was trained on, who it is for, and what it must not be used for. A second vendor only ships a file named finalv7. Which artifact is the more transparent choice?
• A community maple-coop wants a single place that records a SageMaker-hosted classifier’s purpose, data snapshot, metrics, and known limits before the spring season. Which tool fits?
• A historic farrier education desk must show the board how two Bedrock models behave on the same safety and faithfulness checks, with a paper trail. Which AWS feature supplies that evidence?
• A community soda-fountain can inspect an open model’s published license, model card, and stated training-data notes. A closed hosted model offers only an API. Which is more transparent, and what does openness not guarantee?
• A municipal microfilm helper may summarize public-domain reel notes but must not ship a model whose license forbids commercial republication of generations. What should the team treat the license as?
• A county water-quality lab publishes which seasons, sites, and consent forms went into a nutrient helper, and which neighboring docks opted out. Which transparency practice is that?
• A historic lime-kiln museum ticket helper’s small tree is easy to explain to a volunteer but misses a few rare group-rate cases that a large opaque model would catch. Which tradeoff should the team recognize?
• A municipal flood-tower helper’s hidden safety instructions would become an attack recipe if printed to every visitor. The desk still owes the public a plain-language this is an AI, here are its limits. Which tradeoff is that?
• A community book-bike helper adds a three-face tap and a this was unfair / this was wrong note so patrons can flag bad answers. Staff review the flags weekly. Which explainable-AI design is that?
• A municipal yard-waste household that was denied a larger cart sees only No. A redesign shows the two posted rules that fired and a link to appeal. Which human-centered requirement is that?
• A municipal drawbridge-rule helper may draft a study note, but a licensed tender must accept it before a trainee sees it as official. Which human-centered design rule is that?