Trustworthy AI

NCA-GENL · 30 questions

• A county-fair lost-and-found booth wants a flyer that calls their new FAQ bot “always correct.” What does a trustworthy-AI approach require instead?
• A public-library hold-notice helper drafts pickup messages that mention patron names. A vendor says privacy is “whatever the logging flag is set to.” How should the desk treat privacy?
• A community-garden tool-shed chatbot is meant to answer hours and key-checkout rules. Staff discover it will also draft ways to silence the shed alarm if asked. What trustworthy-AI gap is that?
• A farmers-market stall-draw assistant “just knows” which vendor gets the corner booth. Board members cannot tell what records it saw or why a stall was flagged. What principle must they require?
• A community-center yoga waitlist helper keeps offering prime class times to one neighborhood’s phrasing and almost none to another. Before any mitigation recipe, what principle is at issue?
• A volunteer fire-watch lookout ships a smoke-note generator with no note that it does not see live weather and must not be used to dispatch crews. What must they publish for operators?
• A town brass-band legally holds rehearsal tapes in its archive. Players never agreed those voices would train a public fan-singing bot. What distinction should the board make?
• A transit-pass office pastes a rider’s national ID and home address into a public LLM box to “make the replacement-card letter nicer.” How should that be treated?
• The same transit-pass office later finds those full prompts — IDs included — in a help-desk trace file shared with a vendor. The model’s letter looked fine. What failed?
• A quilt-guild workshop wants to fine-tune a helper on living makers’ quilt photos scraped from craft blogs. What consent check does trustworthy AI require?
• A letterpress shop bot emits several paragraphs that match a still-in-copyright binding manual. A marketer wants to publish them as original store copy. How should the shop treat that output?
• Four county animal-shelter clinics want a stronger intake-note classifier but will not ship charts to one shared server. Which NVIDIA-aware approach keeps records on each private site?
• A harvest-fair volunteer helper was trained mostly on notes from one township. Advice for other townships is curt or wrong. What bias source is that?
• Volunteer taggers at a folk-dance archive mark dialect speech as “rude” more often than the same content in the house dialect. The model then copies that habit. Where did the bias enter?
• A community-supported-agriculture FAQ bot treats one region’s produce names as “real” and rewrites others as errors. What kind of bias is that?
• A rec-center field-permit helper reports 94% “correct intent.” Almost all failures are names from one language community. What measurement step is required?
• After that subgroup gap appears, a vendor offers to stop reporting the missed community’s slice. What should the rec center do instead?
• A town-green concert ticket kiosk begins returning slurs when teenagers bait it after hours. How should the desk treat those outputs?
• A public-workshop tool-library fine-tunes a public LLM to write helpful equipment manuals. The same weights later get used to generate harmful bypass instructions for civic equipment. What risk is that?
• A dam-spillway office wants the bot to text evacuation orders with no person in the loop. What does trustworthy deployment require?
• A community-orchard kiosk invents a cultivar name and a made-up spray warning in a confident tone. Visitors would act on it. How should the orchard treat that output?
• A smokehouse visitor kiosk never says the bot cannot diagnose food-borne illness. A reviewer asks what visitors were told. What must the site provide?
• A city aviary chat should stay on hours, exhibits, and tickets. The desk is about to add a stern system prompt and hope. Which NVIDIA trust control should they select instead?
• The aviary bot starts giving stock-market tips when asked. What kind of rail keeps it on its subject?
• The same aviary bot will quote anonymous forum posts that include slurs if retrieval is left open. What rail limits harmful language and untrusted sources in replies?
• A later version of the aviary app can call a hatch-room door-schedule API. Someone tries to make the LLM issue an unlock. What rail is required?
• A county behavioral-health desk must run inference on notes that cannot be visible to the cloud operator while the job is in memory. Which hardware trust feature matches that need?
• A township purchasing clerk will not accept a mystery checkpoint for a notice-writing model. What NVIDIA documentation format should the vendor supply?
• A surveyor’s plat-book assistant answers property-line questions with no footnote. What trust practice should the office require?
• A cider-orchard co-op wants to “just ship the bot Friday” with only a system prompt. Domain 5’s kickoff skill is a safe, effective, and scalable generative solution. What must they put in place together?