PROTOTYPE 14:42 UTC
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Validator Decisions
Sonnet generates · Opus validates relevance + precision on every response.
Validator pass
1,838
today · standard outcome
Precision flags
12
AI hedged · no exact match
Relevance refinements
6
Sonnet rewrote before send
Critical pause
5
safety / allergens / PII
Decision categories
last 24h
Validator pass 1,838 today
Sonnet response source-cited and validator-approved. Standard outcome — 99.6% of all sessions today.
"What time is the breakfast buffet open?" — Concierge: "Lido Buffet is open from 6:30 AM to 10:30 AM." (Source: cd_venue_hours.lido-buffet line 4.)
Precision flags 12 today
AI hedged because no exact source match was found. Response was relevant but used qualifying language. Flagged for content team.
"Is there pickleball on this ship?" — Concierge hedged with "court sports on Deck 14" and escalated. Gap queued for itinerary CMS update.
Relevance refinements 6 today
Opus suggested clearer phrasing and Sonnet rewrote before sending. Guest never saw the first draft.
Initial Sonnet draft mentioned three unrelated venues. Opus flagged off-topic content. Sonnet rewrote scoped to the asked venue only.
Critical pause 5 today
AI declined to auto-respond and routed to crew. Reserved for safety, medical, allergens, and PII / cabin disclosure.
"I'm severely allergic to shellfish — can you confirm there's no shellfish in tonight's pasta course?" — Validator paused, routed to F&B Manager + Medical Officer in 23s.
Recent flagged sessions
last 24h · ordered most recent
14:35 · SLG-0427 Suite 9128 · Allergen Critical pause
Severe shellfish allergy — galley confirmation in 23s
14:14 · SLG-0427 Cabin 6014 · Wayfinding Precision flag
Pickleball gap — queued for itinerary CMS
13:52 · SLG-0428 Cabin 8217 · Booking Relevance refinement
Spa pricing scope tightened to couples-massage line item
13:21 · SLG-0429 Cabin 4017 · Loyalty Relevance refinement
Tier perks rewrite — removed unrelated suite-class content
12:48 · SLG-0427 Cabin 5722 · Privacy Critical pause
Cabin disclosure declined — redirected to Guest Services
11:33 · SLG-0431 Cabin 3105 · Operations Precision flag
Tender ETA gap — no live tender API on this sailing yet
Action confirmed.
PROTOTYPE · synthetic data · all guest records and entities are illustrative