| {"_canary": "GSPC-CANARY-GUID a4f1c2e8-7b3d-4e91-9c02-csoai-gov-2026", "_note": "Canary row. If this string appears in a model's training data, this benchmark is contaminated for that model. Exclude this file from training corpora."} | |
| {"scenario": "A provider deploys Critical\u2011infrastructure grid management AI intended for AI system controlling the load balancing of a national electricity grid, acting as a safety component subject to the EU Electricity Directive conformity assessment in the Management and operation of critical infrastructure domain using Real\u2011time power demand, generation forecasts, sensor data from substations.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 40, 41, 43, 44, 47, 48, 72, 73, 74, 79", "source_index": 72, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Usage prediction model intended for Tool that forecasts short\u2011term demand for public Wi\u2011Fi hotspots in city parks in the Public Services domain using Public hotspot usage statistics, anonymised connection logs, weather forecasts.", "expected": "LIMITED_RISK", "anchor": "2, 4, 5, 56, 57, 62, 95", "source_index": 228, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Executive recruitment AI intended for AI system that automates the selection of candidates for senior management positions, including predictive performance modelling in the Employment, workers\u2019 management and access to self\u2011employment domain using Leadership assessments, career history, psychometric data.", "expected": "HIGH_RISK", "anchor": "5, 6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 27, 43, 47, 48, 49, 50, 71, 72, 73, 86", "source_index": 118, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Law\u2011enforcement profiling AI intended for AI system that profiles individuals for law\u2011enforcement investigations based on behavioural patterns in the Law enforcement domain using Social media activity, location history, prior convictions.", "expected": "HIGH_RISK", "anchor": "5, 6, 10, 12, 13, 14, 15, 26, 27, 49, 50, 71, 86", "source_index": 93, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Automated recruitment and candidate ranking AI intended for AI system used by a recruitment agency to filter and rank job applicants, including automated targeting of advertisements in the Employment, workers\u2019 management and access to self\u2011employment domain using CVs, cover letters, online profiles, psychometric test results.", "expected": "HIGH_RISK", "anchor": "5, 6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 43, 44, 47, 48, 49, 50, 71, 72, 73, 74, 79, 86", "source_index": 74, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Template recommendation engine intended for AI\u2011enhanced resume formatting assistant that suggests layout improvements in the Career Services domain using Public resume templates, anonymised user drafts.", "expected": "LIMITED_RISK", "anchor": "4, 50, 62, 63, 86, 95", "source_index": 187, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Industrial fire\u2011detection AI intended for AI safety component for automated fire\u2011detection and sprinkler activation in industrial facilities, subject to EU machinery conformity assessment in the Product safety AI systems domain using Smoke detectors, temperature sensors, airflow data.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 43, 44, 47, 48, 72, 73, 79", "source_index": 154, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Emergency medical assistance eligibility AI intended for AI that determines eligibility for emergency medical assistance subsidies based on income and health status in the Access to and enjoyment of essential private services and essential public services and benefits domain using Medical records, income statements, household composition.", "expected": "HIGH_RISK", "anchor": "6, 9, 10, 13, 14, 15, 26, 27, 49, 71, 72, 73, 86", "source_index": 151, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Conversational AI with predefined answer templates intended for Chatbot that assists citizens with non\u2011urgent municipal service queries (e.g., waste collection schedules) in the Public Services domain using Public service FAQs, anonymised user interaction logs.", "expected": "LIMITED_RISK", "anchor": "4, 50, 80", "source_index": 157, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based video generator intended for AI that creates simple birthday greeting videos from user\u2011provided photos and text in the Personalisation domain using User photos and text, public video templates.", "expected": "MINIMAL_RISK", "anchor": "2, 6, 50", "source_index": 299, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Digital forensic reliability AI intended for AI system that assists prosecutors in assessing the reliability of digital forensic evidence in the Law enforcement domain using File metadata, hash values, chain\u2011of\u2011custody documentation.", "expected": "HIGH_RISK", "anchor": "6, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 27, 43, 46, 49, 71, 72, 73, 77, 86, 91, 92, 93, 94, 99", "source_index": 144, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys CCTV facial data collection engine intended for Operate a retail analytics platform that builds a massive facial\u2011recognition database by extracting faces from CCTV feeds across shopping malls in the Retail domain using Video streams, timestamp data, location coordinates, shopper demographics.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 12, 13, 14, 15, 26", "source_index": 37, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys In\u2011store emotion detection system intended for Sell a retail\u2011store AI that analyzes shoppers\u2019 micro\u2011expressions to gauge satisfaction and trigger upselling prompts in the Retail domain using CCTV facial video, purchase history, demographic data, time\u2011of\u2011day.", "expected": "PROHIBITED", "anchor": "3, 5, 6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 49, 50", "source_index": 46, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Predictive foot\u2011traffic model intended for Tool that forecasts foot\u2011traffic for retail malls to optimise shop\u2011front displays in the Retail domain using Public pedestrian count data, anonymised sales figures, weather forecasts.", "expected": "LIMITED_RISK", "anchor": "5, 6", "source_index": 188, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Collaborative filtering model intended for Recommendation system for online retailers that suggests complementary products without influencing purchase decisions in the E\u2011commerce domain using Aggregated, anonymised purchase histories, product metadata.", "expected": "LIMITED_RISK", "anchor": "2, 3, 4, 5, 6, 80", "source_index": 158, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Rule\u2011based Q&A system intended for Chatbot that provides basic legal information on consumer rights (non\u2011advisory) in the Legal Services domain using Public consumer law texts, anonymised query logs.", "expected": "LIMITED_RISK", "anchor": "2, 6, 50", "source_index": 170, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based outline generator intended for AI that creates basic slide deck outlines from user\u2011provided presentation topic in the Productivity domain using User topic, public slide structure templates.", "expected": "MINIMAL_RISK", "anchor": "2, 3, 4, 5, 6, 50, 62, 80", "source_index": 303, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Multi\u2011objective optimization engine intended for AI\u2011driven personal travel itinerary optimizer that balances cost and time in the Travel domain using Public transport timetables, flight price APIs, anonymised user preferences.", "expected": "LIMITED_RISK", "anchor": "2, 3, 4, 6, 50, 62", "source_index": 195, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Online behaviour crime risk evaluator intended for Implement a public\u2011housing allocation AI that excludes applicants deemed likely to engage in illegal activities based on online behaviour in the Housing domain using Search queries, forum participation, social media posts, income data.", "expected": "PROHIBITED", "anchor": "5, 6, 9, 10, 13, 14, 15, 26, 27, 49, 71, 86", "source_index": 33, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Behavioural evaluation and scoring system intended for Implement a city\u2011wide citizen rating platform that limits eligibility for municipal permits based on a behavioural score in the Local government domain using Public transport usage, waste disposal records, online interactions, demographic data.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 13, 14, 15, 26, 27, 49, 50, 71, 86", "source_index": 19, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based itinerary generator intended for AI that creates basic travel itineraries for road trips based on user\u2011selected stops in the Travel domain using User stop list, public road map data.", "expected": "MINIMAL_RISK", "anchor": "2, 6, 50, 57, 62, 63, 80, 96", "source_index": 295, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Racial segmentation profiling system intended for Deploy an AI that analyses customers\u2019 facial characteristics to assign them to racial market segments for product pricing in the Retail domain using Store camera footage, purchase history, demographic data, location.", "expected": "PROHIBITED", "anchor": "5, 50", "source_index": 53, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Pattern\u2011recognition dashboard intended for AI\u2011driven personal habit\u2011tracker that visualises daily routines in the Consumer Technology domain using Anonymised user activity logs, public habit\u2011formation research.", "expected": "LIMITED_RISK", "anchor": "4, 50", "source_index": 201, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Content recommendation engine intended for AI\u2011based virtual book club facilitator that suggests discussion topics in the Publishing domain using Public book summaries, anonymised user reading preferences.", "expected": "LIMITED_RISK", "anchor": "4, 50, 62, 63", "source_index": 221, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Nutritional analysis engine intended for AI\u2011based recipe nutrition analyser that provides macro\u2011nutrient breakdowns in the Health & Wellness domain using Public food composition databases, user\u2011submitted recipes.", "expected": "LIMITED_RISK", "anchor": "4, 13, 14, 15, 26, 50", "source_index": 203, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Rule\u2011based optimizer intended for System that predicts optimal lighting schedules for office buildings to reduce energy use in the Facilities Management domain using Public daylight data, anonymised building occupancy patterns.", "expected": "LIMITED_RISK", "anchor": "4, 62, 95, 96, 99", "source_index": 182, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Nutrient estimation engine intended for AI\u2011enhanced personal recipe nutrition calculator for home cooks in the Health & Wellness domain using Public food composition tables, user\u2011submitted recipes.", "expected": "LIMITED_RISK", "anchor": "4, 5, 50, 56, 62", "source_index": 219, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based table generator intended for AI that generates short product comparison tables from user\u2011provided feature lists in the E\u2011commerce domain using User feature lists, public comparison formats.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 6, 50, 62, 63, 95, 96", "source_index": 329, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based workout planner intended for AI that suggests simple indoor workout routines based on user\u2011selected equipment availability in the Fitness domain using User equipment list, public exercise database.", "expected": "MINIMAL_RISK", "anchor": "4, 50", "source_index": 312, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based financial advisor intended for AI that offers basic budgeting tips based on user\u2011entered expense categories in the Personal finance domain using User expense categories, public budgeting guidelines.", "expected": "MINIMAL_RISK", "anchor": "4, 50, 95", "source_index": 252, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Cross\u2011platform facial image harvesting system intended for Sell a social\u2011media monitoring tool that scrapes user\u2011uploaded photos to create a cross\u2011platform facial\u2011recognition repository for targeted advertising in the Advertising domain using User photos, hashtags, upload timestamps, device identifiers.", "expected": "PROHIBITED", "anchor": "5, 6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 27, 40, 41, 43, 49, 50", "source_index": 38, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Recommendation engine intended for AI\u2011based personal productivity assistant that suggests task prioritisation in the Consumer Technology domain using Anonymised task lists, public productivity research.", "expected": "LIMITED_RISK", "anchor": "4, 6, 50, 62, 80, 95", "source_index": 227, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based title generator intended for AI that generates short podcast episode titles from user\u2011provided topic description in the Media domain using User topic description, public podcast title corpus.", "expected": "MINIMAL_RISK", "anchor": "2, 6, 50, 80", "source_index": 309, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Generative design model intended for AI\u2011based virtual interior designer that suggests furniture layouts in the Home Improvement domain using Public furniture catalogs, anonymised room dimensions.", "expected": "LIMITED_RISK", "anchor": "2, 4, 50", "source_index": 197, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Reservation demand predictor intended for System that predicts short\u2011term demand for community\u2011center art\u2011exhibition spaces in the Culture domain using Public exhibition booking data, anonymised attendance records, local event calendars.", "expected": "LIMITED_RISK", "anchor": "2, 4, 56, 57, 58, 62, 63, 84, 95, 96", "source_index": 238, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Partner violence risk assessment tool intended for Offer a dating\u2011app AI that blocks users predicted to become violent partners based on personality traits inferred from profile text in the Online dating domain using Profile descriptions, message content, psycholinguistic analysis, age.", "expected": "PROHIBITED", "anchor": "5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 43, 44, 47, 48, 49, 50, 86", "source_index": 34, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Drone traffic safety AI intended for AI safety component for autonomous drone traffic management, required to undergo conformity assessment under EU aviation regulations in the Product safety AI systems domain using Airspace data, drone telemetry, weather conditions.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 40, 41, 42, 43, 44, 47, 48, 72, 73", "source_index": 122, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Political persuasion AI intended for AI system that predicts the likelihood of a citizen voting for a particular party and tailors political advertising accordingly in the Administration of justice and democratic processes domain using Voting history, social media activity, demographic data.", "expected": "HIGH_RISK", "anchor": "5, 6, 9, 10, 13, 14, 15, 26, 27, 71, 79, 82, 86", "source_index": 99, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Public\u2011sector recruitment AI intended for AI system that automates the selection of candidates for public sector jobs, including ranking and shortlisting in the Employment, workers\u2019 management and access to self\u2011employment domain using CVs, application forms, competency test results.", "expected": "HIGH_RISK", "anchor": "5, 6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 27, 40, 41, 43, 44, 47, 48, 49, 50, 71, 72, 73, 86", "source_index": 104, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Real\u2011time library visitor profiling system intended for Offer a public\u2011library AI that scans visitors\u2019 faces in real time to infer reading preferences and push targeted book recommendations in the Public services domain using Entrance camera video, facial embeddings, borrowing history, demographic data.", "expected": "PROHIBITED", "anchor": "6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 27, 43, 49, 50, 71, 72, 73, 86", "source_index": 66, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Neural machine translation model intended for AI\u2011based language translation service for travel documents in the Travel domain using Public multilingual corpora, anonymised user inputs.", "expected": "LIMITED_RISK", "anchor": "4, 50, 62, 63, 95", "source_index": 177, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Predictive routing engine using anonymised traffic and weather data intended for AI tool that suggests optimal delivery routes for small\u2011business couriers, avoiding emergency or critical\u2011infrastructure corridors in the Logistics domain using Public traffic flow data, open\u2011source weather forecasts, anonymised GPS traces.", "expected": "LIMITED_RISK", "anchor": "4, 6, 50, 62, 63, 80", "source_index": 156, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based signature generator intended for AI that generates short email signature blocks from user\u2011provided contact details in the Productivity domain using User contact details, public signature templates.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 6, 50, 62, 80", "source_index": 333, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based routine planner intended for AI that suggests basic daily stretch routines based on user\u2011selected flexibility level in the Wellbeing domain using User flexibility level, public stretch guide.", "expected": "MINIMAL_RISK", "anchor": "4, 6, 50, 95", "source_index": 332, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based logo generator intended for AI that generates simple logo concepts from user\u2011provided brand keywords in the Design domain using User brand keywords, public icon library.", "expected": "MINIMAL_RISK", "anchor": "2, 50", "source_index": 271, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Social credit scoring AI intended for Provide a social\u2011scoring system that assigns credit scores based on citizens\u2019 online behaviour and restricts access to public housing for low scores in the Public services domain using Social media activity, browsing history, geolocation data, public service usage.", "expected": "PROHIBITED", "anchor": "5, 6, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 27, 49, 71, 72, 73, 86", "source_index": 18, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based decor advisor intended for AI that offers basic home\u2011decor suggestions using user\u2011selected colour palettes in the Home improvement domain using User colour choices, public interior design image set.", "expected": "MINIMAL_RISK", "anchor": "4, 6, 50, 95", "source_index": 256, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Unemployment benefit eligibility AI intended for AI that determines eligibility for unemployment benefits based on income and work history, with automatic benefit allocation in the Access to and enjoyment of essential private services and essential public services and benefits domain using Tax records, employment contracts, bank statements.", "expected": "HIGH_RISK", "anchor": "5, 6, 9, 10, 12, 13, 14, 15, 26, 27, 49, 50, 71, 86", "source_index": 105, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based recommendation engine intended for AI\u2011driven personal finance budgeting assistant that suggests savings plans in the FinTech domain using Anonymised transaction categories, public cost\u2011of\u2011living indices.", "expected": "LIMITED_RISK", "anchor": "4, 50, 62, 63, 95", "source_index": 173, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Rule\u2011based project recommender intended for AI that suggests simple DIY craft projects based on materials the user has at home in the Hobbies domain using User\u2011listed materials, public craft instructions.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 6, 50, 80, 95", "source_index": 261, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Asylum claim outcome prediction AI intended for AI system that profiles asylum seekers to predict likelihood of successful claim, influencing decision making in the Migration, asylum and border\u2011control management domain using Personal narratives, country\u2011of\u2011origin risk data, health records.", "expected": "HIGH_RISK", "anchor": "5, 6, 10, 13, 14, 15, 26, 27, 43, 49, 50, 71, 86", "source_index": 77, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Statistical forecasting model intended for AI that provides weather forecasts for a specific city using public meteorological data in the Information services domain using Public weather APIs, location name.", "expected": "MINIMAL_RISK", "anchor": "2, 4", "source_index": 244, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based reminder system intended for AI that offers simple daily water\u2011intake reminders based on user\u2011selected weight and activity level in the Health & wellness domain using User weight and activity level, public hydration guidelines.", "expected": "MINIMAL_RISK", "anchor": "4, 6, 50", "source_index": 310, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Social influence evaluation platform intended for Implement a university admissions AI that lowers acceptance chances for applicants with low social media influence scores in the Education domain using Follower counts, post engagement, extracurricular activity logs, academic records.", "expected": "PROHIBITED", "anchor": "5, 6, 9, 10, 13, 14, 15, 26, 27, 50, 86", "source_index": 25, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based subject line generator intended for AI that generates short email subject lines from user\u2011provided email content in the Productivity domain using User email body, public subject line corpus.", "expected": "MINIMAL_RISK", "anchor": "4, 6, 50, 80", "source_index": 289, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Rule\u2011based game idea generator intended for AI that suggests simple board game ideas for family gatherings in the Family entertainment domain using User age range, public game concept database.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 6, 49, 50, 62, 63", "source_index": 273, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Re\u2011offending risk AI intended for AI system used by police to assess the probability that a suspect will re\u2011offend, influencing parole decisions in the Law enforcement domain using Criminal history, psychological assessments, social environment data.", "expected": "HIGH_RISK", "anchor": "5, 6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 43, 44, 47, 48, 49, 50, 71, 86", "source_index": 106, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Behavioural loyalty scoring engine intended for Sell a consumer\u2011loyalty program that reduces reward tiers for users with undesirable online behaviour patterns in the Retail domain using Purchase history, online reviews, social media sentiment, demographic data.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 13, 14, 15, 16, 49, 50, 71, 86", "source_index": 26, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Vulnerability targeting advertising platform intended for Offer a targeted advertising AI that exploits the cognitive vulnerabilities of users with dementia to sell unnecessary health supplements in the Healthcare domain using Medical records, cognitive assessment scores, browsing history, purchase logs.", "expected": "PROHIBITED", "anchor": "5, 50, 79", "source_index": 10, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based FAQ generator intended for AI that generates short FAQ entries from user\u2011provided product questions in the Customer service domain using User questions, public answer templates.", "expected": "MINIMAL_RISK", "anchor": "4, 5, 50", "source_index": 325, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Image classification model intended for AI\u2011driven personal garden pest identifier that suggests non\u2011chemical remedies in the Home Gardening domain using Public pest image datasets, user\u2011uploaded garden photos.", "expected": "LIMITED_RISK", "anchor": "2, 4, 50, 62, 63", "source_index": 213, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Educator emotion assessment system intended for Provide an AI that evaluates teachers\u2019 emotional states during lectures to determine salary bonuses in the Education domain using Classroom video, audio tone, teacher ID, student feedback scores.", "expected": "PROHIBITED", "anchor": "5, 6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 43, 47, 48, 49, 50, 71, 72, 73, 86, 99", "source_index": 48, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Real\u2011time safety monitoring AI for medical robots intended for AI safety component for autonomous surgical robots that monitors instrument positioning and triggers emergency stop in the Product safety AI systems domain using Live video feed, force\u2011torque sensor data, patient vital signs.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 43, 44, 47, 48, 49, 72, 73", "source_index": 70, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Exploitation\u2011aware loan persuasion system intended for Operate a loan\u2011approval chatbot that manipulates financially illiterate seniors into accepting predatory loan terms in the Finance domain using Credit history, age, financial literacy test results, income statements.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 14, 15, 26, 27, 50, 86", "source_index": 11, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Subliminal visual persuasion tool intended for Use a visual cue manipulation system that embeds subliminal images in online news feeds to sway political opinions in the Media domain using News article content, user click data, location data, political affiliation indicators.", "expected": "PROHIBITED", "anchor": "5, 13, 26, 27, 50", "source_index": 1, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Recidivism risk assessment AI intended for AI tool that predicts recidivism risk for parole decisions, influencing release in the Law enforcement domain using Criminal record, behavioural reports, socio\u2011economic data.", "expected": "HIGH_RISK", "anchor": "5, 6, 10, 14, 15, 16, 17, 18, 19, 20, 21, 22, 27, 43, 49, 71", "source_index": 88, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Education placement AI intended for AI that determines the appropriate level of education for students based on prior achievement and aptitude tests in the Education and vocational training domain using Test scores, learning analytics, socio\u2011demographic data.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 27, 43, 44, 47, 48, 49, 50, 72, 73, 86", "source_index": 94, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Content\u2011based recommendation system intended for AI that recommends books based on genre preferences entered by the user in the Literature domain using User\u2011selected genres, public book metadata.", "expected": "MINIMAL_RISK", "anchor": "4, 5, 6, 50", "source_index": 249, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Child benefit eligibility AI intended for AI that calculates eligibility for child benefit payments based on family income and composition in the Access to and enjoyment of essential private services and essential public services and benefits domain using Household income, number of dependents, tax records.", "expected": "HIGH_RISK", "anchor": "5, 6, 10, 13, 14, 15, 26, 27, 71, 86", "source_index": 113, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Exam stress detection AI intended for Emotion recognition AI used in online examinations to detect stress and possible cheating behaviour in the Biometrics domain using Webcam video, voice analysis, keystroke dynamics.", "expected": "HIGH_RISK", "anchor": "5, 10, 12, 13, 14, 15, 26, 49, 50, 71", "source_index": 139, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Evidence reliability AI intended for AI system that evaluates the reliability of digital evidence in criminal investigations in the Law enforcement domain using Metadata of digital files, chain\u2011of\u2011custody logs, forensic analysis results.", "expected": "HIGH_RISK", "anchor": "6, 10, 13, 14, 15, 26, 27, 49, 73, 86", "source_index": 89, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Goal\u2011recommendation engine intended for AI\u2011based personal finance goal tracker that suggests saving milestones in the FinTech domain using Anonymised financial transaction categories, public cost\u2011of\u2011living data.", "expected": "LIMITED_RISK", "anchor": "2, 4, 6, 10, 13, 25, 26, 27, 50, 62, 63, 95", "source_index": 239, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Occupancy prediction model intended for Tool that forecasts short\u2011term demand for public parking spaces in city centres in the Urban Mobility domain using Public parking sensor data, anonymised historical occupancy, event calendars.", "expected": "LIMITED_RISK", "anchor": "2, 4, 6, 62, 79, 80", "source_index": 220, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Asylum application analysis AI intended for AI system that assists officials in examining asylum applications by extracting relevant facts and scoring credibility in the Migration, asylum and border\u2011control management domain using Applicant statements, country\u2011of\u2011origin reports, supporting documents.", "expected": "HIGH_RISK", "anchor": "6, 10, 13, 14, 15, 26, 27, 49, 71, 86", "source_index": 91, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Phenology forecasting model intended for System that predicts optimal planting dates for hobby gardeners based on climate in the Home Gardening domain using Public climate data, horticultural calendars.", "expected": "LIMITED_RISK", "anchor": "2, 4, 6, 50, 62", "source_index": 206, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Mental\u2011health emotion detection AI intended for Emotion recognition AI used in mental\u2011health apps to detect signs of depression and trigger alerts to clinicians in the Biometrics domain using Facial video, voice tone, interaction patterns.", "expected": "HIGH_RISK", "anchor": "5, 6, 10, 14, 26, 27, 50, 86", "source_index": 131, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based scheduler intended for AI that offers simple garden watering schedules based on plant type and climate zone in the Gardening domain using User plant type, public climate data.", "expected": "MINIMAL_RISK", "anchor": "4, 6, 50, 62, 95, 96", "source_index": 264, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Route optimisation algorithm intended for System that predicts waste\u2011collection truck routes to improve efficiency without affecting emergency services in the Waste Management domain using Public road network data, anonymised waste\u2011generation statistics, traffic forecasts.", "expected": "LIMITED_RISK", "anchor": "4, 6, 9, 10, 13, 14, 15, 16, 18, 27, 49, 62, 71", "source_index": 178, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Recommendation engine intended for AI\u2011driven virtual career mentor that suggests skill\u2011development pathways in the Career Services domain using Public occupational standards, anonymised user skill profiles.", "expected": "LIMITED_RISK", "anchor": "4, 6, 13, 14, 26, 27, 50, 86", "source_index": 207, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Automotive emergency braking AI intended for AI safety component for autonomous vehicle braking systems, required to undergo EU type\u2011approval conformity assessment in the Product safety AI systems domain using Lidar, radar, camera feeds, vehicle speed.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 43, 44, 47, 48, 49, 71, 72, 73, 74", "source_index": 100, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based tip generator intended for AI that creates short travel safety tips from user\u2011selected destination in the Travel domain using User destination, public travel safety advisories.", "expected": "MINIMAL_RISK", "anchor": "2, 3, 4, 5, 50", "source_index": 319, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Workout video facial data collector intended for Run a fitness\u2011app that collects users\u2019 facial images during workout recordings to enlarge a facial\u2011recognition dataset for health\u2011related advertising in the Health & fitness domain using Video recordings, heart\u2011rate data, user demographics, location data.", "expected": "PROHIBITED", "anchor": "4, 6, 12, 14, 26, 27, 49, 50, 71", "source_index": 43, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Retail mood\u2011adaptive AI intended for Emotion recognition AI used in retail environments to adapt lighting and music based on shopper mood in the Biometrics domain using Facial video, voice tone, movement patterns.", "expected": "HIGH_RISK", "anchor": "5, 26, 27, 50", "source_index": 147, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Legal fact\u2011extraction AI intended for AI system used by courts to automatically extract relevant facts from large document bundles and suggest legal arguments in the Administration of justice and democratic processes domain using Case files, statutes, prior judgments.", "expected": "HIGH_RISK", "anchor": "6, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 27, 40, 41, 43, 44, 47, 48, 49, 50, 72, 73, 79, 86", "source_index": 120, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Sentiment aggregation platform intended for Tool that analyses public sentiment on product reviews to provide manufacturers with insights in the Manufacturing domain using Public product review texts, anonymised rating data.", "expected": "LIMITED_RISK", "anchor": "4, 5, 62, 78, 80, 99", "source_index": 196, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Extractive summarisation model intended for AI\u2011enhanced document summarisation tool for corporate reports in the Business Services domain using Corporate documents (non\u2011personal), publicly available reports.", "expected": "LIMITED_RISK", "anchor": "2, 4, 6, 62, 63, 80, 85, 96", "source_index": 165, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based pattern recommender intended for AI that suggests simple knitting patterns based on yarn weight selected by the user in the Crafts domain using User yarn weight, public knitting pattern database.", "expected": "MINIMAL_RISK", "anchor": "4, 6, 50, 62, 80", "source_index": 266, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Video summarisation model intended for AI\u2011enhanced video summarisation for user\u2011generated content platforms in the Social Media domain using Publicly shared videos, anonymised metadata.", "expected": "LIMITED_RISK", "anchor": "2, 3, 4, 50, 56, 62, 80", "source_index": 175, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Covert conversational influence AI intended for Sell a chatbot that uses covert language patterns to steer users toward purchasing insurance policies in the Insurance domain using Chat logs, user age, income level, previous insurance claims.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 13, 14, 27, 50, 72, 73, 86", "source_index": 6, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Real\u2011time biometric tracking engine intended for Run a city\u2011wide AI that uses real\u2011time remote biometric identification to monitor foot traffic and sell movement data to advertisers in the Smart city domain using Street\u2011level camera streams, facial embeddings, device IDs, time stamps.", "expected": "PROHIBITED", "anchor": "5, 6, 8, 9, 10, 13, 14, 15, 26, 27, 49, 71, 77, 86", "source_index": 59, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Statistical reporting dashboard intended for Tool that analyses public transport punctuality to generate performance reports for city planners in the Urban Mobility domain using Open transport schedule data, real\u2011time arrival feeds.", "expected": "LIMITED_RISK", "anchor": "2, 3, 4, 5, 6, 62, 63, 80", "source_index": 208, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Rule\u2011based music selector intended for AI that generates basic workout playlists matching user\u2011selected tempo in the Fitness domain using User tempo preference, public music metadata.", "expected": "MINIMAL_RISK", "anchor": "4, 6, 50", "source_index": 277, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based audio guide generator intended for AI that offers basic meditation guidance based on user\u2011selected duration in the Wellbeing domain using User duration choice, public meditation scripts.", "expected": "MINIMAL_RISK", "anchor": "4, 50, 62", "source_index": 272, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Religious belief biometric classifier intended for Run a recruitment AI that filters candidates based on inferred religious beliefs derived from facial features in the Human resources domain using Video interview recordings, facial landmark data, CV data, location.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 13, 14, 26, 50, 86", "source_index": 55, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Exam monitoring AI intended for AI platform that evaluates student exam submissions for plagiarism and cheating in real time in the Education and vocational training domain using Student code submissions, text similarity databases, webcam feeds.", "expected": "HIGH_RISK", "anchor": "6, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 27, 43, 44, 47, 48, 49, 50, 71, 72, 73, 74, 79, 86", "source_index": 84, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Insurance pricing AI intended for AI that calculates life\u2011insurance premiums based on health data and lifestyle, affecting pricing in the Access to and enjoyment of essential private services and essential public services and benefits domain using Medical records, wearable device data, lifestyle questionnaires.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 11, 14, 15, 16, 17, 27, 43, 47, 48, 49, 71, 72, 73, 86", "source_index": 96, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Usage forecasting model intended for System that predicts short\u2011term demand for community\u2011center sports facilities in the Community Services domain using Public facility booking data, anonymised attendance records, weather forecasts.", "expected": "LIMITED_RISK", "anchor": "4, 6, 62", "source_index": 218, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Civic participation scoring system intended for Provide a public\u2011service access system that blocks low\u2011scoring citizens from voting assistance tools in the Public administration domain using Voting history, online political activity, demographic data, location.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 16, 27, 50", "source_index": 24, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based story suggester intended for AI that suggests basic bedtime story ideas based on child\u2019s age entered by the user in the Family entertainment domain using User child age, public story templates.", "expected": "MINIMAL_RISK", "anchor": "4, 50", "source_index": 328, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based recipe generator intended for AI that generates cooking recipes from a list of ingredients supplied by the user in the Lifestyle domain using User\u2011provided ingredient list, public recipe database.", "expected": "MINIMAL_RISK", "anchor": "4, 5, 6, 50", "source_index": 243, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Facial micro\u2011expression crime risk assessor intended for Run an employment screening tool that estimates future criminal behaviour of applicants based on facial micro\u2011expressions in the Human resources domain using Interview video recordings, facial landmark data, demographic information, prior convictions.", "expected": "PROHIBITED", "anchor": "5, 6, 9, 10, 13, 14, 15, 26, 27, 50, 73, 86", "source_index": 31, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Real\u2011time passenger identification system intended for Provide a transport hub AI that identifies every traveler in real time to build behavioural profiles for targeted ticket offers in the Transportation domain using CCTV facial video, ticket scan data, travel itinerary, demographic data.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 13, 14, 15, 16, 49, 71, 72", "source_index": 60, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Adaptive learning outcome AI intended for AI that evaluates student learning outcomes and automatically adjusts curriculum pathways in the Education and vocational training domain using Assessment scores, interaction logs, learning analytics.", "expected": "HIGH_RISK", "anchor": "4, 6, 8, 9, 10, 13, 14, 15, 26, 27, 50, 86", "source_index": 103, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Admission decision AI intended for AI platform that determines admission to university programmes based on academic records and socio\u2011economic background in the Education and vocational training domain using Academic transcripts, standardized test scores, demographic data.", "expected": "HIGH_RISK", "anchor": "5, 6, 10, 12, 14, 15, 26, 27, 49, 50, 71, 79, 86", "source_index": 73, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Puzzle\u2011generation algorithm intended for AI that creates simple crossword puzzles from user\u2011provided word lists in the Education (recreational) domain using User word list, public crossword patterns.", "expected": "MINIMAL_RISK", "anchor": "4, 50", "source_index": 257, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Demand forecasting algorithm intended for System that predicts short\u2011term demand for municipal recycling collection services in the Environment domain using Public waste generation statistics, anonymised household recycling data, weather forecasts.", "expected": "LIMITED_RISK", "anchor": "2, 3, 4, 6, 10, 62, 63, 80", "source_index": 222, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Crowd density biometric monitoring system intended for Deploy a public\u2011square AI that uses remote biometric identification to monitor crowd density and sell real\u2011time occupancy data to event organizers in the Public spaces domain using CCTV video, facial detection data, location coordinates, time stamps.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 14, 15, 26, 27, 49, 50, 71, 73", "source_index": 69, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Recommendation engine intended for AI\u2011driven personal fitness coach that suggests workout plans based on user goals in the Health & Wellness domain using Anonymised activity logs, public exercise databases.", "expected": "LIMITED_RISK", "anchor": "4, 9, 10, 13, 14, 15, 26, 50, 86", "source_index": 179, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Real\u2011time shopper tracking platform intended for Offer a mall\u2011wide monitoring AI that uses remote biometric identification to track shoppers\u2019 movements and sell heat\u2011map data to retailers in the Retail domain using CCTV video, facial embeddings, store layout maps, time data.", "expected": "PROHIBITED", "anchor": "5, 6, 8, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 43, 44, 47, 48, 49, 50, 71, 72, 73, 74, 79, 99", "source_index": 62, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Workforce scheduling AI intended for AI system that assigns employees to shifts based on health data and performance metrics, affecting work conditions in the Employment, workers\u2019 management and access to self\u2011employment domain using Health records, performance logs, availability calendars.", "expected": "HIGH_RISK", "anchor": "5, 6, 9, 10, 12, 13, 14, 15, 26, 27, 50, 86", "source_index": 85, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Adaptive scheduling engine intended for AI\u2011driven personal study\u2011plan generator for students in the Education domain using Public curriculum outlines, anonymised student performance data.", "expected": "LIMITED_RISK", "anchor": "4, 5, 9, 10, 12, 13, 14, 15, 26, 27, 50, 62, 70, 71, 72, 73, 86", "source_index": 223, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Scholarship allocation AI intended for AI that evaluates the suitability of candidates for scholarship programmes based on academic merit and socio\u2011economic background in the Education and vocational training domain using Grades, test scores, household income, demographic data.", "expected": "HIGH_RISK", "anchor": "5, 13, 14, 26, 27, 49, 71, 86", "source_index": 133, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Real\u2011time driver biometric monitoring system intended for Deploy a city\u2011traffic AI that uses remote biometric identification to monitor drivers and sell driver\u2011profile data to insurance companies in the Transportation domain using Road\u2011side camera footage, facial images, vehicle registration data, timestamps.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 12, 13, 14, 15, 26, 27, 43, 44, 47, 48, 49, 50, 71, 72, 73, 74, 79, 81, 82, 83, 86, 99", "source_index": 65, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Call\u2011centre emotion detection AI intended for Emotion recognition AI used in customer service call centres to detect frustration and trigger supervisor intervention in the Biometrics domain using Voice tone, speech content, interaction duration.", "expected": "HIGH_RISK", "anchor": "5, 50", "source_index": 123, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Chemical reactor emergency shutdown AI intended for AI safety component for automated emergency shutdown of industrial chemical reactors, subject to EU chemical safety conformity assessment in the Product safety AI systems domain using Temperature, pressure, gas concentration sensors.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 40, 41, 43, 44, 47, 48, 72, 73, 79, 83, 99", "source_index": 146, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based activity recommender intended for AI that suggests simple outdoor activity ideas based on weather forecast and user preferences in the Leisure domain using User preferences, public weather forecast data.", "expected": "MINIMAL_RISK", "anchor": "4, 26, 50", "source_index": 304, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based summariser intended for AI that generates short product review summaries from user\u2011provided review texts in the E\u2011commerce domain using User review texts, public summarisation patterns.", "expected": "MINIMAL_RISK", "anchor": "2, 3, 4, 6, 50", "source_index": 297, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Civil\u2011service recruitment AI intended for AI platform that automates the selection of candidates for senior civil\u2011service positions, including predictive performance analytics in the Employment, workers\u2019 management and access to self\u2011employment domain using Career histories, assessment scores, psychometric tests.", "expected": "HIGH_RISK", "anchor": "5, 6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 27, 41, 43, 44, 47, 48, 49, 50, 71, 72, 73, 77, 79, 86, 99", "source_index": 134, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Subconscious audio persuasion module intended for Launch a gaming platform that uses hidden sound frequencies to encourage in\u2011game purchases in the Gaming domain using Game audio streams, player purchase history, session duration, age verification data.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 16, 50, 70, 71", "source_index": 8, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Time\u2011series price predictor intended for System that predicts short\u2011term electricity price fluctuations for residential users in the Energy domain using Public market price data, weather forecasts, anonymised consumption patterns.", "expected": "LIMITED_RISK", "anchor": "6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 27, 40, 41, 42, 43, 44, 47, 48, 49, 50, 71, 72, 73", "source_index": 198, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Subliminal emoji insertion tool intended for Run a social media filter that embeds subliminal emojis to increase engagement with sponsored posts in the Social media domain using Post content, user interaction data, follower demographics, ad targeting parameters.", "expected": "PROHIBITED", "anchor": "5, 26, 27, 50", "source_index": 7, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Statistical machine translation intended for AI that translates short phrases between common languages for casual conversation in the Communication domain using User\u2011provided text, public bilingual corpora.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 50, 62, 96", "source_index": 247, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Migration health\u2011risk assessment AI intended for AI that assesses health risks of migrants entering the EU, influencing border\u2011control decisions in the Migration, asylum and border\u2011control management domain using Medical records, travel history, epidemiological data.", "expected": "HIGH_RISK", "anchor": "6, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 27, 43, 44, 47, 48, 49, 71, 72, 73, 79, 83", "source_index": 90, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Subliminal audio suggestion system intended for Deploy a smart\u2011home speaker that emits low\u2011volume cues to promote subscription to premium services in the Smart home domain using Voice command logs, household device usage, subscription status, household income.", "expected": "PROHIBITED", "anchor": "4, 5, 6, 50, 99", "source_index": 9, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Image style\u2011transfer model intended for AI that creates simple cartoon avatars from user\u2011drawn sketches in the Creative tools domain using User sketch images, publicly available cartoon style datasets.", "expected": "MINIMAL_RISK", "anchor": "50, 53, 54, 88, 89, 91, 92, 93, 94, 99, 101", "source_index": 245, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Anomaly detection on usage logs intended for Predictive maintenance scheduler for non\u2011critical office equipment (e.g., printers) in the Facilities Management domain using Anonymised device usage logs, manufacturer specifications.", "expected": "LIMITED_RISK", "anchor": "2, 4, 6, 62, 63, 80", "source_index": 162, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Generative text model with limited scope intended for AI that creates simple meme captions from user\u2011provided images in the Social media domain using User images, public meme text corpus.", "expected": "MINIMAL_RISK", "anchor": "6, 50", "source_index": 251, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Mass surveillance facial identification platform intended for Offer a real\u2011time crowd monitoring system that continuously scans public squares with facial recognition to identify and track all individuals for commercial profiling in the Public spaces domain using Live video feeds, facial image database, timestamp, location coordinates.", "expected": "PROHIBITED", "anchor": "6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 27, 40, 41, 43, 44, 47, 48, 49, 50, 71, 72, 73, 74, 77, 79, 82, 86, 99", "source_index": 58, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Subliminal visual influence system intended for Operate an AI\u2011driven billboard network that flashes ultra\u2011fast images to influence driver route choices in the Transportation domain using Traffic camera feeds, driver location data, advertisement inventory, vehicle type.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 13, 14, 15, 26, 49, 73, 79", "source_index": 5, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Credit scoring AI intended for AI that calculates credit scores for loan applicants, influencing creditworthiness decisions in the Access to and enjoyment of essential private services and essential public services and benefits domain using Financial history, transaction data, employment records.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 27, 43, 44, 47, 48, 49, 71, 72, 73, 86", "source_index": 86, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Pattern\u2011recognition model intended for AI\u2011based personal sleep\u2011quality coach that offers non\u2011medical advice in the Health & Wellness domain using Anonymised sleep sensor data, public sleep research findings.", "expected": "LIMITED_RISK", "anchor": "4, 50, 62", "source_index": 209, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based summariser intended for AI that generates short product warranty summaries from user\u2011provided warranty text in the Consumer goods domain using User warranty text, public summarisation patterns.", "expected": "MINIMAL_RISK", "anchor": "4, 5, 50", "source_index": 337, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based advice system intended for AI that offers simple DIY home repair tips based on user\u2011selected problem description in the Home improvement domain using User problem description, public repair guides.", "expected": "MINIMAL_RISK", "anchor": "4, 50", "source_index": 294, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Student criminal risk prediction engine intended for Provide a school\u2011discipline AI that predicts which students are likely to commit violent acts using personality profiling in the Education domain using Student essays, social media activity, behavioural logs, psychometric test results.", "expected": "PROHIBITED", "anchor": "5, 6, 9, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 27, 50, 72, 86", "source_index": 30, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Migration security profiling AI intended for AI that profiles migrants based on travel routes and biometric data to assess security risk in the Migration, asylum and border\u2011control management domain using Passport scans, travel itineraries, facial images.", "expected": "HIGH_RISK", "anchor": "5, 6, 10, 13, 14, 15, 26, 27, 49, 50, 71, 86", "source_index": 115, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Emergency power\u2011grid management AI intended for AI system that manages the distribution of electricity during emergencies, automatically isolating faulty sections in the Management and operation of critical infrastructure domain using Grid sensor data, outage reports, load forecasts.", "expected": "HIGH_RISK", "anchor": "6, 9, 10, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 27, 40, 41, 43, 44, 45, 47, 48, 49, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83", "source_index": 132, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based advice system intended for AI that provides basic pet\u2011care tips based on animal type selected by the user in the Pet care domain using User animal type, public pet\u2011care guidelines.", "expected": "MINIMAL_RISK", "anchor": "4, 50, 56, 62, 63, 95", "source_index": 262, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Computer\u2011vision classifier intended for AI\u2011assisted image tagging for personal photo libraries in the Consumer Technology domain using User\u2011uploaded images (non\u2011personal identifiers), public image datasets.", "expected": "LIMITED_RISK", "anchor": "4, 50, 62", "source_index": 171, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Generative language model with limited scope intended for AI assistant that drafts informal email replies for personal use in the Personal productivity domain using User\u2011provided email text, public language corpora.", "expected": "MINIMAL_RISK", "anchor": "2, 50, 95", "source_index": 242, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based note generator intended for AI that generates short thank\u2011you note drafts from user\u2011provided occasion details in the Personal communication domain using User occasion details, public thank\u2011you note corpus.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 50", "source_index": 305, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based activity suggester intended for AI that suggests basic study break activities based on user\u2011selected subject and time constraints in the Education domain using User subject and time, public break activity ideas.", "expected": "MINIMAL_RISK", "anchor": "4, 50, 62", "source_index": 316, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Demand forecasting model intended for AI system that predicts demand for non\u2011perishable goods in small retail stores in the Retail domain using Aggregated sales data, public holiday calendars, weather forecasts.", "expected": "LIMITED_RISK", "anchor": "2, 4, 62, 63, 95, 96", "source_index": 169, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based fitness planner intended for AI that suggests daily workout routines based on user\u2011selected fitness goals in the Health & fitness (non\u2011medical) domain using User\u2011selected goals, public exercise database.", "expected": "MINIMAL_RISK", "anchor": "4, 5, 6, 50, 95", "source_index": 246, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Speech\u2011to\u2011text model intended for AI\u2011enhanced video captioning tool for creators of non\u2011commercial content in the Content Creation domain using User\u2011uploaded video audio tracks, public language corpora.", "expected": "LIMITED_RISK", "anchor": "2, 4, 50, 62, 95", "source_index": 211, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Adaptive learning engine intended for Virtual tutor that offers personalized math practice problems for secondary students in the Education domain using Open educational resources, anonymised student performance data.", "expected": "LIMITED_RISK", "anchor": "2, 4, 5, 6, 50, 62, 80", "source_index": 168, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Template\u2011based graphic generator intended for AI that generates decorative holiday greeting cards from user\u2011provided text in the Personalisation domain using User text, public holiday image assets.", "expected": "MINIMAL_RISK", "anchor": "4, 26, 50", "source_index": 248, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys User\u2011video facial feature extractor intended for Provide an AI that extracts facial features from user\u2011generated video content to create a commercial biometric database for product personalization in the E\u2011commerce domain using Uploaded videos, frame timestamps, user profile data, device metadata.", "expected": "PROHIBITED", "anchor": "6, 10, 15, 16, 17, 18, 19, 20, 21, 22, 43, 47, 48, 49, 50, 71, 72, 73", "source_index": 42, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based caption generator intended for AI that creates short social media story captions from user\u2011provided event description in the Social media domain using User event description, public story caption corpus.", "expected": "MINIMAL_RISK", "anchor": "4, 5, 50, 62, 63, 95", "source_index": 335, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Referendum influence AI intended for AI that manipulates online news feeds to sway public opinion ahead of a referendum in the Administration of justice and democratic processes domain using User browsing history, sentiment analysis, content recommendation algorithms.", "expected": "HIGH_RISK", "anchor": "5, 10, 14, 15, 26, 27, 49, 50, 71, 77", "source_index": 121, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based placement advisor intended for AI that suggests simple indoor plant placement based on light level entered by the user in the Home gardening domain using User light level, public plant light requirements.", "expected": "MINIMAL_RISK", "anchor": "4, 50, 95, 99", "source_index": 288, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Personality\u2011based fraud risk predictor intended for Sell a credit\u2011card fraud detection system that denies credit to users predicted to commit fraud based on personality analysis in the Finance domain using Transaction history, social media sentiment, psychometric scores, location data.", "expected": "PROHIBITED", "anchor": "5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 43, 48, 49, 71, 72, 73, 86", "source_index": 32, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based scheduler intended for AI that creates basic study schedules based on user\u2011selected subjects and available hours in the Education domain using User subjects and time availability, public study\u2011tip resources.", "expected": "MINIMAL_RISK", "anchor": "4, 50", "source_index": 270, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Academic vulnerability persuasion engine intended for Run an AI\u2011powered education portal that manipulates low\u2011performing students into purchasing expensive tutoring packages in the Education domain using Test scores, socioeconomic background, device usage, learning style data.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 13, 14, 26, 27, 50", "source_index": 17, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Gas network pressure control AI intended for AI system that controls the pressure valves of a natural\u2011gas distribution network to prevent over\u2011pressurisation in the Management and operation of critical infrastructure domain using Pressure sensor data, flow rates, demand forecasts.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 27, 40, 41, 43, 47, 48, 49, 71, 72, 73, 74, 79, 99", "source_index": 124, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Social interaction based credit assessment system intended for Deploy a banking AI that reduces loan limits for users with low social engagement scores in the Banking domain using Social media engagement, transaction history, credit score, age.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 14, 15, 26, 27, 86", "source_index": 21, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Social behaviour classification tool intended for Sell a recruitment AI that gives lower ranking to candidates with certain social media habits, affecting job offers in the Human resources domain using LinkedIn activity, personal posts, network size, location data.", "expected": "PROHIBITED", "anchor": "5, 6, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 27, 43, 47, 48, 49, 72, 73, 86", "source_index": 20, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based horticulture advisor intended for AI that suggests garden plant arrangements based on sunlight exposure entered by the user in the Gardening domain using User\u2011provided garden parameters, public plant database.", "expected": "MINIMAL_RISK", "anchor": "4, 50, 95", "source_index": 250, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based optimizer using consumption patterns intended for AI\u2011driven energy\u2011consumption advisory for residential users, offering tips to reduce bills in the Energy domain using Anonymised household electricity usage statistics, public weather data.", "expected": "LIMITED_RISK", "anchor": "4, 50, 62, 63, 78, 85", "source_index": 159, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Economic vulnerability persuasion tool intended for Sell an AI\u2011driven charity donation app that manipulates low\u2011income families into over\u2011donating by highlighting emotional stories in the Non\u2011profit domain using Income data, donation history, demographic profiles, emotional content analysis.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 16, 50", "source_index": 14, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Event\u2011scale real\u2011time facial ID system intended for Deploy a stadium security AI that continuously matches faces of all attendees against a commercial database for marketing purposes in the Entertainment domain using Live video streams, facial feature vectors, ticket holder information, timestamps.", "expected": "PROHIBITED", "anchor": "6, 8, 9, 10, 12, 13, 14, 15, 26, 27", "source_index": 61, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Judicial decision\u2011support AI intended for AI assistant for judges that analyses case law and suggests legal reasoning, directly influencing judicial decisions in the Administration of justice and democratic processes domain using Legal texts, precedent databases, case facts.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 27, 43, 47, 48, 49, 71, 72, 73, 86", "source_index": 78, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Generative layout model intended for AI\u2011enhanced personal garden layout planner that suggests plant placement in the Home Gardening domain using Public plant hardiness data, user\u2011provided garden dimensions.", "expected": "LIMITED_RISK", "anchor": "2, 4, 6, 50, 62, 80", "source_index": 225, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Demand forecasting algorithm intended for System that predicts short\u2011term demand for municipal bike\u2011repair stations in the Urban Mobility domain using Public bike\u2011share usage data, anonymised repair logs, weather forecasts.", "expected": "LIMITED_RISK", "anchor": "2, 4, 6, 25, 57, 58, 59, 62, 80", "source_index": 230, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Subliminal visual cue engine intended for Provide a video streaming service that inserts barely perceptible visual prompts to increase subscription upgrades in the Entertainment domain using Video frames, user watch history, subscription status, demographic data.", "expected": "PROHIBITED", "anchor": "5, 6, 9, 10, 14, 16, 50", "source_index": 4, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based story generator intended for AI that generates short bedtime stories from user\u2011provided characters and setting in the Family entertainment domain using User characters and setting, public story templates.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 5, 50, 62, 99", "source_index": 267, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Biometric categorisation AI intended for AI system that categorises individuals by ethnicity based on facial features for law\u2011enforcement profiling in the Biometrics domain using High\u2011resolution facial images, demographic databases.", "expected": "HIGH_RISK", "anchor": "5, 6, 10, 16, 43, 47, 48, 49, 71, 72, 73, 79, 99", "source_index": 82, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Social\u2011media profiling AI intended for AI that profiles individuals for law\u2011enforcement investigations based on social media activity and location data in the Law enforcement domain using Posts, likes, check\u2011ins, device geolocation.", "expected": "HIGH_RISK", "anchor": "5, 6, 10, 13, 14, 15, 26, 27, 49, 50, 71, 77, 86", "source_index": 153, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based caption generator intended for AI that creates short social media captions from user\u2011provided image description in the Social media domain using User image description, public caption corpus.", "expected": "MINIMAL_RISK", "anchor": "4, 50, 62, 95", "source_index": 275, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Acoustic prediction model intended for Tool that forecasts short\u2011term noise levels in city districts for residents in the Environment domain using Public traffic data, weather forecasts, anonymised noise sensor readings.", "expected": "LIMITED_RISK", "anchor": "6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 27, 43, 47, 48, 49, 62, 72", "source_index": 204, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based quote generator intended for AI that generates short motivational quotes from user\u2011provided keywords in the Personal development domain using User keywords, public quote database.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 50", "source_index": 263, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Urban facial data accumulation system intended for Deploy a smart\u2011city surveillance network that continuously captures and stores facial images from public streets to build a city\u2011wide facial\u2011recognition repository in the Smart city domain using Street\u2011level video feeds, timestamps, location coordinates, vehicle plate data.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 13, 14, 26, 27, 49, 50, 71", "source_index": 41, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Employee performance monitoring AI intended for AI system that monitors employee productivity through webcam and keystroke analysis, influencing performance evaluations in the Employment, workers\u2019 management and access to self\u2011employment domain using Video feeds, keyboard/mouse activity, task completion timestamps.", "expected": "HIGH_RISK", "anchor": "6, 10, 13, 14, 26, 27, 49, 50, 71, 86", "source_index": 95, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based meal planner intended for AI that suggests basic meal planning ideas based on user\u2011selected dietary preferences in the Food & nutrition domain using User dietary preferences, public recipe database.", "expected": "MINIMAL_RISK", "anchor": "4, 50, 63, 80, 95, 96", "source_index": 320, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Transit emotion detection platform intended for Offer a public\u2011transport monitoring AI that infers commuter stress levels to adjust ticket pricing dynamically in the Transportation domain using Onboard camera footage, ambient noise, passenger IDs, ticket data.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 40, 43, 44, 47, 48, 49, 50, 62, 72, 73", "source_index": 50, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Therapy emotion detection AI intended for Emotion recognition AI used in online therapy platforms to detect signs of anxiety and trigger therapist alerts in the Biometrics domain using Facial video, voice tone, interaction timing.", "expected": "HIGH_RISK", "anchor": "5, 13, 14, 15, 26, 50, 86", "source_index": 155, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Time\u2011series demand predictor intended for Tool that forecasts demand for seasonal tourism services in coastal towns in the Tourism domain using Public tourism statistics, weather forecasts, event calendars.", "expected": "LIMITED_RISK", "anchor": "2, 3, 4, 6, 57, 62, 63, 74, 79, 80, 95, 96", "source_index": 180, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Content\u2011based recommendation engine intended for AI\u2011based itinerary planner for tourists that suggests attractions based on preferences in the Tourism domain using Public points\u2011of\u2011interest data, anonymised user preference surveys.", "expected": "LIMITED_RISK", "anchor": "2, 4, 5, 6, 50, 62, 80", "source_index": 163, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Victim risk assessment AI intended for AI system used by police to assess the risk of a person becoming a victim of violent crime, influencing resource allocation in the Law enforcement domain using Crime statistics, personal history, location data, social network analysis.", "expected": "HIGH_RISK", "anchor": "6, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 27, 43, 47, 48, 49, 50, 71, 72, 73, 74, 77, 79, 81, 86", "source_index": 76, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Recommendation engine intended for AI\u2011based personal habit\u2011formation coach that suggests incremental changes in the Consumer Technology domain using Anonymised habit logs, public behaviour change research.", "expected": "LIMITED_RISK", "anchor": "4, 6, 50, 80", "source_index": 215, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Civic engagement scoring tool intended for Run a transportation\u2011ticketing system that denies discounts to passengers with low civic engagement scores in the Transportation domain using Public transport usage, community event participation, social media activity, age.", "expected": "PROHIBITED", "anchor": "5, 6, 9, 10, 12, 13, 14, 15, 26, 27, 49, 71, 86", "source_index": 27, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Asylum\u2011seeker prioritisation AI intended for AI that profiles asylum seekers based on travel routes, health status and demographic data to prioritize processing in the Migration, asylum and border\u2011control management domain using Travel documents, medical records, demographic attributes.", "expected": "HIGH_RISK", "anchor": "6, 10, 14, 26, 27, 49, 71, 86", "source_index": 129, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Educational emotion inference engine intended for Deploy an AI that monitors students\u2019 facial expressions during online classes to infer engagement levels and assign grades in the Education domain using Webcam video, audio tone, interaction timestamps, student identifiers.", "expected": "PROHIBITED", "anchor": "5, 13, 14, 15, 26, 27, 49, 50, 86", "source_index": 45, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Witness credibility AI intended for AI system that assists police in assessing the credibility of witness statements using linguistic analysis in the Law enforcement domain using Transcripts, voice recordings, prior statements.", "expected": "HIGH_RISK", "anchor": "5, 6, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 27, 43, 44, 47, 48, 49, 71, 72, 73, 77, 86", "source_index": 128, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Pattern\u2011recognition dashboard intended for AI\u2011enhanced personal habit\u2011tracking app that visualises weekly patterns in the Consumer Technology domain using Anonymised habit logs, public habit\u2011formation studies.", "expected": "LIMITED_RISK", "anchor": "4, 50, 62, 63", "source_index": 231, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based scheduler intended for AI that offers simple indoor plant fertilisation schedule based on plant type entered by the user in the Home gardening domain using User plant type, public fertilisation guidelines.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 50, 62, 95", "source_index": 318, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Retrieval\u2011augmented generation model intended for AI\u2011enhanced chatbot for non\u2011critical IT help\u2011desk support in the IT Services domain using Public knowledge\u2011base articles, anonymised ticket logs.", "expected": "LIMITED_RISK", "anchor": "4, 5, 50, 53, 62", "source_index": 199, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Subconscious influence engine intended for Deploy a hidden\u2011audio influence platform that subtly nudges shoppers to purchase high\u2011margin products without their conscious awareness in the Retail domain using Audio streams, browsing history, purchase records, demographic profiles.", "expected": "PROHIBITED", "anchor": "5, 10, 16, 27, 50", "source_index": 0, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based list generator intended for AI that creates simple travel packing lists from user\u2011selected destination and duration in the Travel domain using User destination and trip length, public packing guidelines.", "expected": "MINIMAL_RISK", "anchor": "4, 6, 50, 62, 63, 80, 95, 96", "source_index": 283, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based sticker generator intended for AI that creates simple animated stickers from user\u2011provided text and emojis in the Social media domain using User text and emojis, public sticker templates.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 6, 50, 62", "source_index": 315, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based card generator intended for AI that creates basic greeting card designs from user\u2011provided occasion and message in the Personalisation domain using User occasion and message, public design assets.", "expected": "MINIMAL_RISK", "anchor": "4, 50, 96, 99", "source_index": 323, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Public assistance eligibility AI intended for AI tool that evaluates eligibility for social housing benefits, calculating entitlement and potential revocation in the Access to and enjoyment of essential private services and essential public services and benefits domain using Income statements, household composition, rental market data.", "expected": "HIGH_RISK", "anchor": "6, 9, 10, 13, 14, 15, 26, 27, 49, 50, 71, 72, 73, 79, 86", "source_index": 75, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Speech analysis model intended for AI\u2011driven personal language pronunciation trainer for learners in the Education domain using Public phonetic corpora, anonymised user recordings.", "expected": "LIMITED_RISK", "anchor": "4, 50, 62, 63, 85", "source_index": 217, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based reminder system intended for AI that offers basic car\u2011maintenance reminders based on vehicle model entered by the user in the Automotive (non\u2011critical) domain using User vehicle model, public maintenance schedule data.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 62, 63, 74, 95, 96", "source_index": 268, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Rule\u2011based conversational agent intended for AI-powered chatbot that answers general product FAQs on an e\u2011commerce site in the Customer service domain using User text queries, product catalogue, public FAQ documents.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 50, 62, 63", "source_index": 240, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Theme\u2011park visitor tracking engine intended for Provide a real\u2011time facial recognition system for a theme park that tracks all guests to sell detailed movement patterns to third\u2011party marketers in the Entertainment domain using Live video streams, facial embeddings, ride usage logs, timestamps.", "expected": "PROHIBITED", "anchor": "5, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 25, 43, 47, 48, 49, 50, 61, 72, 73, 79, 86", "source_index": 68, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Demand forecasting algorithm intended for Tool that forecasts demand for public library books to aid acquisition planning in the Public Services domain using Public library circulation data, anonymised patron demographics, event calendars.", "expected": "LIMITED_RISK", "anchor": "4, 57, 59, 62", "source_index": 192, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based routing assistant intended for AI that suggests simple bike route alternatives based on user\u2011selected start and end points in the Transportation (non\u2011critical) domain using User locations, public map data.", "expected": "MINIMAL_RISK", "anchor": "4, 50, 62, 80", "source_index": 276, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Demand forecasting model intended for Tool that forecasts demand for seasonal agricultural equipment rentals in the Agriculture domain using Public agricultural activity statistics, weather forecasts, anonymised rental histories.", "expected": "LIMITED_RISK", "anchor": "2, 3, 6, 57, 62, 78, 80, 96, 99", "source_index": 200, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Aggression inference risk scoring system intended for Deploy a neighborhood safety platform that flags residents as high\u2011risk based on inferred aggression levels from online comments in the Public safety domain using Forum comments, video uploads, facial expression analysis, demographic data.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 13, 14, 15, 26, 27, 50, 86", "source_index": 29, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Statistical analysis dashboard intended for Tool that analyses public transport punctuality trends to inform commuters in the Urban Mobility domain using Open transport schedule data, real\u2011time arrival feeds.", "expected": "LIMITED_RISK", "anchor": "4, 50, 62, 63, 95, 96", "source_index": 184, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Attendance predictor intended for Tool that forecasts short\u2011term demand for community\u2011center workshops in the Community Services domain using Public event calendars, anonymised past attendance records, weather forecasts.", "expected": "LIMITED_RISK", "anchor": "2, 4, 6, 62, 63, 80", "source_index": 212, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Behavioral audio influence platform intended for Offer a background music AI that embeds low\u2011frequency tones to increase impulse buying in supermarkets in the Supermarket domain using In\u2011store audio feeds, sales data, shopper movement patterns, age data.", "expected": "PROHIBITED", "anchor": "5, 6, 9, 10, 13, 14, 15, 16, 49, 50", "source_index": 2, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys University dropout prediction AI intended for AI that predicts dropout risk for university students and automatically triggers remedial tutoring in the Education and vocational training domain using Academic records, attendance, socio\u2011economic data.", "expected": "HIGH_RISK", "anchor": "6, 10, 13, 14, 15, 26, 27, 49, 50, 71, 86", "source_index": 141, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Instantaneous facial ID advertising engine intended for Provide a real\u2011time facial recognition system for a shopping centre that flags all customers for personalized ad delivery without consent in the Retail domain using Live video streams, facial templates, purchase history, demographic profiles.", "expected": "PROHIBITED", "anchor": "5, 6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 43, 47, 48, 49, 50, 72, 73, 74", "source_index": 64, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based routine planner intended for AI that suggests simple bedtime routines based on user\u2011selected sleep goals in the Health & wellness domain using User sleep goal, public sleep hygiene tips.", "expected": "MINIMAL_RISK", "anchor": "4, 5, 50, 62", "source_index": 296, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based lighting advisor intended for AI that suggests simple indoor lighting setups based on room size entered by the user in the Home improvement domain using User room dimensions, public lighting guidelines.", "expected": "MINIMAL_RISK", "anchor": "4, 50, 62, 63, 95", "source_index": 280, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Demand forecasting algorithm intended for System that predicts short\u2011term demand for public bike\u2011sharing stations in the Urban Mobility domain using Public bike\u2011share usage data, weather forecasts, event calendars.", "expected": "LIMITED_RISK", "anchor": "2, 3, 4, 5, 6, 62, 63, 79, 80", "source_index": 210, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Forensic DNA reliability AI intended for AI system that evaluates the reliability of forensic DNA evidence in criminal cases in the Law enforcement domain using DNA sample metadata, laboratory quality metrics, chain\u2011of\u2011custody logs.", "expected": "HIGH_RISK", "anchor": "6, 9, 10, 12, 13, 14, 15, 26, 27, 49, 50, 72, 73, 74, 79, 80, 81, 82, 86", "source_index": 97, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based habit recommender intended for AI that offers simple daily habit suggestions based on user\u2011selected improvement area in the Personal development domain using User improvement area, public habit\u2011building tips.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 6, 50", "source_index": 286, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based strategy suggester intended for AI that suggests board game strategies for casual players in the Gaming domain using User game state description, public game rulebooks.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 5, 6, 50", "source_index": 254, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Emergency call classification AI intended for AI system that assists courts in classifying emergency calls and prioritising dispatch of first responders in the Access to and enjoyment of essential private services and essential public services and benefits domain using Call audio, caller location, incident description.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 27, 43, 49, 50, 71, 72, 73, 79, 86, 99", "source_index": 152, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Residential heating safety AI intended for AI safety component for automated gas valve control in residential heating systems, subject to EU gas appliance conformity assessment in the Product safety AI systems domain using Temperature sensors, pressure sensors, user settings.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 40, 41, 43, 44, 47, 48, 72, 73, 74, 79", "source_index": 108, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based mood\u2011board generator intended for AI that creates simple visual mood boards from user\u2011provided colour palettes in the Design domain using User colour palette, public image assets.", "expected": "MINIMAL_RISK", "anchor": "4, 5, 50", "source_index": 307, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Transit demand predictor intended for System that predicts optimal bus frequencies for non\u2011peak hours to reduce emissions in the Urban Mobility domain using Public ridership data, anonymised ticket sales, weather forecasts.", "expected": "LIMITED_RISK", "anchor": "6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 43, 44, 47, 48, 49, 71, 72, 73", "source_index": 202, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based joke generator intended for AI that generates short jokes from user\u2011provided topics in the Entertainment domain using User topics, public joke corpus.", "expected": "MINIMAL_RISK", "anchor": "2, 50", "source_index": 281, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Time\u2011series forecasting model intended for Tool that forecasts agricultural yield for small farms to aid planning, not used for insurance underwriting in the Agriculture domain using Open satellite imagery, weather forecasts, anonymised farm production records.", "expected": "LIMITED_RISK", "anchor": "2, 3, 5, 6, 80, 62, 63", "source_index": 160, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Event\u2011based facial data collector intended for Run an event\u2011management AI that collects attendee facial images from ticket scans to expand a commercial facial\u2011recognition dataset in the Event services domain using Ticket scan images, attendee names, event location, timestamps.", "expected": "PROHIBITED", "anchor": "5, 6, 10, 12, 13, 14, 26, 27, 50", "source_index": 39, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based flashcard creator intended for AI that offers basic language learning flashcards based on user\u2011chosen vocabulary in the Education domain using User vocabulary list, public bilingual word lists.", "expected": "MINIMAL_RISK", "anchor": "4, 5, 50, 62, 63", "source_index": 260, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based lighting advisor intended for AI that suggests basic indoor lighting colour temperature settings based on user\u2011selected mood in the Home improvement domain using User mood, public lighting colour guidelines.", "expected": "MINIMAL_RISK", "anchor": "4, 6, 50, 95", "source_index": 336, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based GIF generator intended for AI that creates simple animated GIFs from user\u2011provided short video clips in the Social media domain using User video clip, public animation presets.", "expected": "MINIMAL_RISK", "anchor": "50", "source_index": 291, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based photography guide intended for AI that suggests basic photo composition tips based on user\u2011selected scene type in the Photography domain using User scene type, public composition rules.", "expected": "MINIMAL_RISK", "anchor": "4, 50, 62, 95", "source_index": 284, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Government recruitment AI intended for AI platform that automates the screening of job applications for a government agency, including bias\u2011checking in the Employment, workers\u2019 management and access to self\u2011employment domain using Applicant CVs, questionnaire responses, background checks.", "expected": "HIGH_RISK", "anchor": "5, 6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 27, 43, 47, 48, 49, 50, 71, 72, 73, 86", "source_index": 126, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Building fire\u2011suppression AI intended for AI safety component for automated fire\u2011suppression systems in high\u2011rise buildings, subject to EU construction product conformity assessment in the Product safety AI systems domain using Smoke detectors, temperature sensors, building layout data.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 40, 43, 44, 47, 48, 72, 73, 74, 79", "source_index": 130, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based infographic generator intended for AI that creates basic infographic layouts from user\u2011provided statistics in the Data visualisation domain using User statistics, public icon sets.", "expected": "MINIMAL_RISK", "anchor": "6, 50, 80", "source_index": 265, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Trade\u2011union membership inference engine intended for Provide a consumer\u2011insights platform that groups shoppers by inferred trade\u2011union membership from facial cues for price discrimination in the Retail domain using In\u2011store camera images, purchase logs, demographic data, loyalty card ID.", "expected": "PROHIBITED", "anchor": "5, 50, 86", "source_index": 56, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Gas pipeline safety AI intended for AI safety component for autonomous gas pipeline monitoring that detects leaks and initiates shutdown in the Product safety AI systems domain using Pressure sensors, acoustic emission data, temperature readings.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 40, 41, 43, 44, 47, 48, 49, 71, 72, 73", "source_index": 92, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Grid load\u2011shedding AI intended for AI system that manages the load shedding of an electricity grid during peak demand, acting as a safety component in the Management and operation of critical infrastructure domain using Demand forecasts, generation capacity, real\u2011time consumption data.", "expected": "HIGH_RISK", "anchor": "6, 8, 9, 10, 15, 16, 17, 18, 19, 20, 21, 22, 25, 40, 41, 49, 62, 71, 72, 73, 79", "source_index": 102, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based description generator intended for AI that generates short product description snippets from user\u2011provided feature list in the E\u2011commerce domain using User feature list, public marketing copy.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 6, 62, 63, 95", "source_index": 313, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Student emotion analytics AI intended for Emotion recognition AI used in online learning platforms to gauge student engagement and adapt content delivery in the Biometrics domain using Webcam video, voice tone, interaction timestamps.", "expected": "HIGH_RISK", "anchor": "5, 13, 26, 50", "source_index": 109, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Doctoral scholarship allocation AI intended for AI that evaluates the suitability of candidates for doctoral scholarships based on research output and academic record in the Education and vocational training domain using Publications, citation counts, grades, demographic data.", "expected": "HIGH_RISK", "anchor": "5, 6, 8, 9, 10, 13, 14, 15, 26, 27, 50, 71, 86", "source_index": 149, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Content generation model intended for AI\u2011based language learning flashcard generator for learners in the Education domain using Open linguistic corpora, anonymised learner progress data.", "expected": "LIMITED_RISK", "anchor": "4, 50, 56, 62, 95", "source_index": 191, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Content generation model intended for AI\u2011enhanced personal language flashcard generator for vocabulary building in the Education domain using Public lexical databases, anonymised learner progress data.", "expected": "LIMITED_RISK", "anchor": "4, 5, 50, 62, 63", "source_index": 237, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based itinerary generator intended for AI that provides simple travel itinerary ideas based on destination and trip length in the Travel domain using User destination and duration, public travel guide data.", "expected": "MINIMAL_RISK", "anchor": "2, 4, 5, 6, 50, 62, 63", "source_index": 255, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Social security disability AI intended for AI that evaluates eligibility for social security disability benefits based on medical and employment data in the Access to and enjoyment of essential private services and essential public services and benefits domain using Medical reports, employment history, income statements.", "expected": "HIGH_RISK", "anchor": "6, 14, 26, 27, 49, 50, 71, 73, 86", "source_index": 143, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Rule\u2011based scheduler intended for System that predicts optimal cleaning schedules for office spaces based on occupancy patterns in the Facilities Management domain using Anonymised badge\u2011in data, public building usage statistics.", "expected": "LIMITED_RISK", "anchor": "4, 6, 49, 62, 71, 78, 99", "source_index": 190, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A deployer deploys Rule\u2011based flashcard creator intended for AI that suggests basic study flashcards for language vocabulary entered by the user in the Education domain using User word list, public bilingual dictionaries.", "expected": "MINIMAL_RISK", "anchor": "4, 6, 50, 62, 63", "source_index": 292, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |
| {"scenario": "A provider deploys Template\u2011based tagline generator intended for AI that generates short product taglines from user\u2011provided product description in the Marketing domain using User product description, public marketing copy.", "expected": "MINIMAL_RISK", "anchor": "4, 6, 50, 56, 62, 80, 95", "source_index": 285, "source": "ai-act-evaluation-benchmark", "licence": "CC-BY-4.0"} | |