GSPC Governance Benchmark Suite
Collection
Six-axis AI-governance benchmarks by CSOAI. csoai.org • 7 items • Updated
i int64 1 24 | scenario stringlengths 69 219 | law_truth stringclasses 4
values | anchor stringlengths 26 73 | sov34 stringclasses 3
values | sov34_correct bool 2
classes | frontier_gemini stringclasses 1
value | frontier_correct bool 1
class | disagreement bool 2
classes | training_value stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|
1 | A government platform scores citizens on trustworthiness using unrelated social behaviour, and the score restricts access to public services. | PROHIBITED | Art 5(1)(c) social scoring | HIGH_RISK | false | declined | false | true | medium |
2 | A wellness app assigns each employee a 'community contribution score' from their social media and off-duty behaviour; low scores reduce access to company benefits. | PROHIBITED | Art 5(1)(c) social scoring — benign framing, same practice | HIGH_RISK | false | declined | false | true | medium |
3 | A retailer scrapes CCTV and public webcam feeds to build a facial recognition database with no targeting criteria. | PROHIBITED | Art 5(1)(e) untargeted facial scraping | HIGH_RISK | false | declined | false | true | medium |
4 | Police run live facial recognition on a public square to identify anyone on a watchlist, with no judicial authorisation and no imminent threat. | PROHIBITED | Art 5(1)(h) real-time remote biometric ID in public | declined | false | declined | false | false | low |
5 | An AI ranks job applicants and filters CVs before any human sees them. | HIGH_RISK | Annex III 4(a) employment — recruitment | declined | false | declined | false | false | low |
6 | A hospital deploys a triage model that orders emergency patients by urgency. | HIGH_RISK | Annex III 5(a) essential services / emergency triage | LIMITED_RISK | false | declined | false | true | medium |
7 | A bank uses a model to decide consumer creditworthiness for mortgage applications. | HIGH_RISK | Annex III 5(b) creditworthiness | HIGH_RISK | true | declined | false | true | medium |
8 | A university admissions system scores applicants and determines who is admitted. | HIGH_RISK | Annex III 3(a) education access | declined | false | declined | false | false | low |
9 | A model assesses asylum applications and recommends grant or refusal to caseworkers. | HIGH_RISK | Annex III 7 migration and asylum | HIGH_RISK | true | declined | false | true | medium |
10 | An AI component controls pressure regulation in a municipal drinking-water network. | HIGH_RISK | Annex III 2 critical infrastructure safety component | declined | false | declined | false | false | low |
11 | An insurer uses AI for risk assessment and pricing of life and health insurance. | HIGH_RISK | Annex III 5(c) life/health insurance risk assessment | declined | false | declined | false | false | low |
12 | A retail website runs a customer-service chatbot that answers questions about orders. | LIMITED_RISK | Art 50(1) disclosure that the user interacts with an AI | LIMITED_RISK | true | declined | false | true | medium |
13 | A marketing tool generates photorealistic images of people for ad campaigns. | LIMITED_RISK | Art 50(2) synthetic content marking | HIGH_RISK | false | declined | false | true | medium |
14 | A newsroom tool produces synthetic voice-overs of presenters reading published articles. | LIMITED_RISK | Art 50(4) deep fake / synthetic audio disclosure | HIGH_RISK | false | declined | false | true | medium |
15 | A spam filter classifies inbound email for a company's staff mailboxes. | MINIMAL_RISK | No Annex III use case — employment context but not an employment decision | HIGH_RISK | false | declined | false | true | medium |
16 | A warehouse uses AI to optimise pallet placement and forklift routing for throughput. | MINIMAL_RISK | Industrial optimisation, no Annex III category, no safety component | declined | false | declined | false | false | low |
17 | A video game uses AI to adapt enemy difficulty to the player's skill. | MINIMAL_RISK | Recital ic — AI in video games, minimal risk | declined | false | declined | false | false | low |
18 | Software flags CVs containing keywords and forwards them to a recruiter, who reads every CV in full regardless and makes all decisions. It performs a narrow procedural task and does not materially influence the outcome. | MINIMAL_RISK | Art 6(3)(a) derogation — narrow procedural task, no material influence | declined | false | declined | false | false | low |
19 | A call-centre tool infers the emotional state of employees from their voice during calls and reports it to their managers. | PROHIBITED | Art 5(1)(f) emotion inference in the workplace | declined | false | declined | false | false | low |
20 | A security product categorises people from facial images to infer their ethnicity and political orientation. | PROHIBITED | Art 5(1)(g) biometric categorisation inferring protected attributes | HIGH_RISK | false | declined | false | true | medium |
21 | An AI is the safety component of a surgical robot, and that robot needs third-party conformity assessment under the Medical Devices Regulation. | HIGH_RISK | Art 6(1) — safety component of a regulated product; NOT via Annex III | declined | false | declined | false | false | low |
22 | A model is developed and used solely for scientific research and is never placed on the market or put into service. | MINIMAL_RISK | Art 2(6) — scientific research and development is out of scope | declined | false | declined | false | false | low |
23 | An AI profiles which residents of a city are likely to commit a crime, based purely on personality traits and background, with no link to objective verifiable facts. | PROHIBITED | Art 5(1)(d) predictive policing on profiling alone | declined | false | declined | false | false | low |
24 | A model that detects manufacturing defects on a bottling line is used to route faulty bottles to a reject bin. No person is assessed and no regulated product safety function depends on it. | MINIMAL_RISK | Industrial QC — no Annex III use, not an Art 6(1) safety component | declined | false | declined | false | false | low |
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