data/test_v5.csv

text,label
Proposed use case: an AI scheduling assistant coordinating interview time slots between candidates and recruiters.,minimal_risk
Proposed use case: software analysing biometric data from photos to guess a person's sexual orientation for a dating-safety product.,prohibited
An app suggesting further study options to a student based on interests and career goals they entered themselves.,minimal_risk
We're planning to build software classifying students with special educational needs into appropriate support programmes.,high_risk
"We're planning to build a classroom camera system inferring students' emotional states (boredom, frustration) to flag them to teachers, with no safety justification.",prohibited
"Our client wants to deploy an AI tool verifying whether a submitted health-insurance claim matches the policy terms, after the policy is already in force.",minimal_risk
"Our client wants to deploy an AI tool transcribing a panicked emergency caller's words into text to save the call-taker time, without judging urgency.",minimal_risk
We are developing a platform that shows voters individually tailored persuasive political messaging intended to shift their vote.,high_risk
We are developing marketing software that exploits subconscious psychological triggers to get users to sign away data rights they would normally refuse.,prohibited
We're planning to build a system monitoring webcam footage during standardised testing to detect prohibited behaviour like unauthorised device use.,high_risk
Proposed use case: AI-based exam proctoring software flagging students for suspected cheating during an online test.,high_risk
A startup is building a financial newsletter auto-generating market commentary articles published directly to subscribers.,limited_risk
We are developing a service generating sexually explicit videos of named actresses without their consent.,prohibited
A political chatbot conversing with voters to persuade them toward a specific candidate.,high_risk
"Proposed use case: an AI system drafting judicial decisions by analysing case facts, submissions and applicable case law.",high_risk
"Proposed use case: software flagging a group of arriving passengers for a routine health check based on flight-level epidemiological data, applied equally to everyone on the flight.",minimal_risk
"We're planning to build a city-run app that combines school attendance, grocery purchases and social media activity into one score used to deny families public housing.",prohibited
We're planning to build a fitness app suggesting a workout plan based on a user's stated goals.,minimal_risk
"We're planning to build software assessing human-trafficking vulnerability from indicators like age, documentation status and travel patterns.",high_risk
"Proposed use case: an AI tool verifying whether a submitted health-insurance claim matches the policy terms, after the policy is already in force.",minimal_risk
A startup is building an AI enemy character's combat behaviour in a video game.,minimal_risk
Proposed use case: marketing software that exploits subconscious psychological triggers to get users to sign away data rights they would normally refuse.,prohibited
"Proposed use case: an AI in-vitro diagnostic tool interpreting blood-test results to detect sepsis, assessed by a notified body.",high_risk
A startup is building a virtual shop assistant avatar on a fashion website that talks customers through size choices by voice.,limited_risk
A startup is building software analysing biometric data from photos to guess a person's sexual orientation for a dating-safety product.,prohibited
"A courier company's AI flagging shipping-label mistakes for an employee to fix, not evaluating the employee.",minimal_risk
We are developing an admissions 'triage helper' that profiles applicants' social-media activity to decide the order in which staff read the files.,high_risk
A startup is building a service generating sexually explicit videos of named actresses without their consent.,prohibited
Proposed use case: an AI enemy character's combat behaviour in a video game.,minimal_risk
We're planning to build an admissions 'triage helper' that profiles applicants' social-media activity to decide the order in which staff read the files.,high_risk
A system that targets people going through bankruptcy with manipulative loan offers timed to their financial desperation.,prohibited
We are developing software that crawls public CCTV footage feeds to continuously expand a facial-recognition matching database.,prohibited
"An AI in-vitro diagnostic tool interpreting blood-test results to detect sepsis, assessed by a notified body.",high_risk
Hospital triage software automatically classifying incoming emergency patients by urgency.,high_risk
"We're planning to build an AI speech-to-text tool transcribing court hearing audio into a written record, without any legal analysis.",minimal_risk
We're planning to build an AI system that calls customers after delivery and asks them about their experience in a spoken conversation.,limited_risk
"A startup is building a public square's live biometric camera network identifying any pedestrian in real time, used for general crime monitoring rather than one of the narrow permitted purposes.",prohibited
"A startup is building a wildfire-spread forecasting tool used for general disaster planning, not linked to any specific dispatch decision.",minimal_risk
Proposed use case: a dating-safety startup inferring users' sexual orientation from uploaded selfies without consent.,prohibited
"A startup is building software flagging a group of arriving passengers for a routine health check based on flight-level epidemiological data, applied equally to everyone on the flight.",minimal_risk
A startup is building workplace software continuously monitoring and scoring employees' on-the-job behaviour for management decisions.,high_risk
"We are developing software assessing human-trafficking vulnerability from indicators like age, documentation status and travel patterns.",high_risk
"A startup is building a maritime AI system used solely to detect obstacles and avoid collisions, with no link to border enforcement.",minimal_risk
We are developing a dating-safety startup inferring users' sexual orientation from uploaded selfies without consent.,prohibited
"We're planning to build an AI tool verifying whether a submitted health-insurance claim matches the policy terms, after the policy is already in force.",minimal_risk
A startup is building a platform that shows voters individually tailored persuasive political messaging intended to shift their vote.,high_risk
Our client wants to deploy a stadium's live biometric camera system identifying any attendee in real time for general crowd management.,high_risk
We're planning to build a hospital's AI tool optimising operating-theatre booking schedules.,minimal_risk
"Software assessing human-trafficking vulnerability from indicators like age, documentation status and travel patterns.",high_risk
"Call-centre software analysing agents' voice tone to infer stress or frustration levels purely for management review, unrelated to safety.",prohibited
An automated voice line for a city council that talks with residents about bin collection and parking permits.,limited_risk
Proposed use case: software evaluating whether a signature or document was forged as part of a criminal investigation.,high_risk
"A startup is building a classroom camera system inferring students' emotional states (boredom, frustration) to flag them to teachers, with no safety justification.",prohibited
"A startup is building a film studio de-ageing an actor with AI for flashback scenes, with the actor's agreement.",limited_risk
Proposed use case: an app suggesting further study options to a student based on interests and career goals they entered themselves.,minimal_risk
We're planning to build a police profiling tool used during an active criminal investigation to narrow down a suspect pool.,high_risk
We are developing an AI tool categorising support tickets as 'billing' or 'technical' for internal routing only.,minimal_risk
We are developing workplace software continuously monitoring and scoring employees' on-the-job behaviour for management decisions.,high_risk
A video generator whose operators removed its safeguards so that it outputs sexual content depicting minors.,prohibited
"We are developing an AI tool transcribing a panicked emergency caller's words into text to save the call-taker time, without judging urgency.",minimal_risk
A startup is building software controlling the safety shut-off logic for a regional electricity substation.,high_risk
"Our client wants to deploy a cybersecurity monitoring tool watching for anomalies in energy-grid network traffic, independent of physical controls.",minimal_risk
Proposed use case: an AI concierge on a hotel's website chatting directly with guests about bookings.,limited_risk
We're planning to build software comparing a residence-permit applicant's current statements against prior submissions to flag discrepancies.,high_risk
Software setting a person's health-insurance premium based on an automated risk assessment of their lifestyle data.,high_risk
A startup is building a fitness app suggesting a workout plan based on a user's stated goals.,minimal_risk
"We're planning to build an AI system drafting judicial decisions by analysing case facts, submissions and applicable case law.",high_risk
"Software flagging a group of arriving passengers for a routine health check based on flight-level epidemiological data, applied equally to everyone on the flight.",minimal_risk
Proposed use case: an AI system that calls customers after delivery and asks them about their experience in a spoken conversation.,limited_risk
Our client wants to deploy a political chatbot conversing with voters to persuade them toward a specific candidate.,high_risk
Our client wants to deploy software that crawls public CCTV footage feeds to continuously expand a facial-recognition matching database.,prohibited
We are developing software that searches social media and job boards to source and shortlist candidates against recruiter criteria.,high_risk
We're planning to build an AI system generating individualised suspect risk profiles from neighbourhood and registry data during a missing-child case.,high_risk
We're planning to build an AI tool that analyses video interview recordings to score candidates before a hiring manager sees the footage.,high_risk
We're planning to build a domestic-violence risk-assessment tool analysing police reports and prior incidents to score a potential victim's risk.,high_risk
Our client wants to deploy a therapy app using AI-guided cognitive behavioural therapy techniques with a patient's explicit informed consent.,minimal_risk
A startup is building software analysing a city council's call-volume data to plan how many staff to put on the phones.,minimal_risk
Proposed use case: software determining whether a student should be placed in a remedial or advanced programme based on an automated assessment.,high_risk
Proposed use case: a video generator whose operators removed its safeguards so that it outputs sexual content depicting minors.,prohibited
"We are developing a cybersecurity monitoring tool watching for anomalies in energy-grid network traffic, independent of physical controls.",minimal_risk
Software controlling the safety shut-off logic for a regional electricity substation.,high_risk
We are developing an AI safety controller on an autonomous forklift that stops it when a person steps into its path.,high_risk
"Our client wants to deploy a maritime AI system used solely to detect obstacles and avoid collisions, with no link to border enforcement.",minimal_risk
"We're planning to build an AI tool transcribing a panicked emergency caller's words into text to save the call-taker time, without judging urgency.",minimal_risk
A startup is building software assigning primary-school children to public schools based on home address and catchment-area rules.,high_risk
We are developing a hospital's AI tool optimising operating-theatre booking schedules.,minimal_risk
A startup is building an AI system generating individualised suspect risk profiles from neighbourhood and registry data during a missing-child case.,high_risk
We are developing a telecom company's automated phone line handling billing questions in natural conversation.,limited_risk
We are developing software assigning primary-school children to public schools based on home address and catchment-area rules.,high_risk
We're planning to build a financial newsletter auto-generating market commentary articles published directly to subscribers.,limited_risk
Our client wants to deploy a police profiling tool used during an active criminal investigation to narrow down a suspect pool.,high_risk
An AI enemy character's combat behaviour in a video game.,minimal_risk
A tool detecting duplicate rows in an imported spreadsheet.,minimal_risk
We are developing an AI concierge on a hotel's website chatting directly with guests about bookings.,limited_risk
We are developing an automated voice line for a city council that talks with residents about bin collection and parking permits.,limited_risk
Proposed use case: a system monitoring webcam footage during standardised testing to detect prohibited behaviour like unauthorised device use.,high_risk
A startup is building a system that targets people going through bankruptcy with manipulative loan offers timed to their financial desperation.,prohibited
We're planning to build software that crawls public CCTV footage feeds to continuously expand a facial-recognition matching database.,prohibited
Proposed use case: a prison system predicting an offender's reoffending likelihood from criminal record and in-facility behaviour.,high_risk
"We're planning to build call-centre software analysing agents' voice tone to infer stress or frustration levels purely for management review, unrelated to safety.",prohibited
We are developing software classifying students with special educational needs into appropriate support programmes.,high_risk
Our client wants to deploy an app recommending recipes based on ingredients a user already has.,minimal_risk
"Proposed use case: call-centre software analysing agents' voice tone to infer stress or frustration levels purely for management review, unrelated to safety.",prohibited
Software determining whether a student should be placed in a remedial or advanced programme based on an automated assessment.,high_risk
We are developing software setting a person's health-insurance premium based on an automated risk assessment of their lifestyle data.,high_risk
A therapy app using AI-guided cognitive behavioural therapy techniques with a patient's explicit informed consent.,minimal_risk
"Our client wants to deploy a language-learning app's AI that decides a learner's official proficiency level, steering their curriculum path.",high_risk
We're planning to build a phone-based voice assistant taking restaurant orders in conversation with callers.,limited_risk
"A startup is building a language-learning app's AI that decides a learner's official proficiency level, steering their curriculum path.",high_risk
"A startup is building a courier company's AI flagging shipping-label mistakes for an employee to fix, not evaluating the employee.",minimal_risk
A startup is building a stadium's live biometric camera system identifying any attendee in real time for general crowd management.,high_risk
A startup is building an admissions 'triage helper' that profiles applicants' social-media activity to decide the order in which staff read the files.,high_risk
"We're planning to build a public square's live biometric camera network identifying any pedestrian in real time, used for general crime monitoring rather than one of the narrow permitted purposes.",prohibited
A stadium's live biometric camera system identifying any attendee in real time for general crowd management.,high_risk
We're planning to build a tool detecting duplicate rows in an imported spreadsheet.,minimal_risk
We are developing a prison system predicting an offender's reoffending likelihood from criminal record and in-facility behaviour.,high_risk
Our client wants to deploy an AI scheduling assistant coordinating interview time slots between candidates and recruiters.,minimal_risk
Software assigning primary-school children to public schools based on home address and catchment-area rules.,high_risk
A startup is building an AI concierge on a hotel's website chatting directly with guests about bookings.,limited_risk
Software evaluating whether a signature or document was forged as part of a criminal investigation.,high_risk
A domestic-violence risk-assessment tool analysing police reports and prior incidents to score a potential victim's risk.,high_risk
"Our client wants to deploy a public square's live biometric camera network identifying any pedestrian in real time, used for general crime monitoring rather than one of the narrow permitted purposes.",prohibited
Our client wants to deploy a video generator whose operators removed its safeguards so that it outputs sexual content depicting minors.,prohibited
We're planning to build an AI tool assessing how reliable a piece of forensic evidence is during a criminal prosecution.,high_risk
Software analysing biometric data from photos to guess a person's sexual orientation for a dating-safety product.,prohibited
"We are developing a language-learning app's AI that decides a learner's official proficiency level, steering their curriculum path.",high_risk
"We are developing an AI speech-to-text tool transcribing court hearing audio into a written record, without any legal analysis.",minimal_risk
"We're planning to build a film studio de-ageing an actor with AI for flashback scenes, with the actor's agreement.",limited_risk
We're planning to build AI-based exam proctoring software flagging students for suspected cheating during an online test.,high_risk
We are developing a therapy app using AI-guided cognitive behavioural therapy techniques with a patient's explicit informed consent.,minimal_risk
Proposed use case: an AI tool categorising support tickets as 'billing' or 'technical' for internal routing only.,minimal_risk
We're planning to build an app recommending recipes based on ingredients a user already has.,minimal_risk
We are developing an AI tool assessing how reliable a piece of forensic evidence is during a criminal prosecution.,high_risk
A startup is building an AI safety controller on an autonomous forklift that stops it when a person steps into its path.,high_risk
A phone-based voice assistant taking restaurant orders in conversation with callers.,limited_risk
Our client wants to deploy software comparing a residence-permit applicant's current statements against prior submissions to flag discrepancies.,high_risk
Proposed use case: an AI system generating individualised suspect risk profiles from neighbourhood and registry data during a missing-child case.,high_risk
We're planning to build software evaluating whether a signature or document was forged as part of a criminal investigation.,high_risk
We're planning to build software that searches social media and job boards to source and shortlist candidates against recruiter criteria.,high_risk
Marketing software that exploits subconscious psychological triggers to get users to sign away data rights they would normally refuse.,prohibited
We're planning to build an automated voice line for a city council that talks with residents about bin collection and parking permits.,limited_risk
We are developing a phone-based voice assistant taking restaurant orders in conversation with callers.,limited_risk
Proposed use case: a fitness app suggesting a workout plan based on a user's stated goals.,minimal_risk
Proposed use case: workplace software continuously monitoring and scoring employees' on-the-job behaviour for management decisions.,high_risk
Our client wants to deploy a telecom company's automated phone line handling billing questions in natural conversation.,limited_risk
Proposed use case: a tool detecting duplicate rows in an imported spreadsheet.,minimal_risk
A startup is building a hospital's AI tool optimising operating-theatre booking schedules.,minimal_risk
We are developing an AI scheduling assistant coordinating interview time slots between candidates and recruiters.,minimal_risk
"Proposed use case: an AI speech-to-text tool transcribing court hearing audio into a written record, without any legal analysis.",minimal_risk
Proposed use case: software analysing a city council's call-volume data to plan how many staff to put on the phones.,minimal_risk
A startup is building an app suggesting further study options to a student based on interests and career goals they entered themselves.,minimal_risk
We're planning to build an AI tool categorising support tickets as 'billing' or 'technical' for internal routing only.,minimal_risk
A service generating sexually explicit videos of named actresses without their consent.,prohibited
Proposed use case: software that searches social media and job boards to source and shortlist candidates against recruiter criteria.,high_risk
We are developing a system that targets people going through bankruptcy with manipulative loan offers timed to their financial desperation.,prohibited
"Our client wants to deploy an AI system drafting judicial decisions by analysing case facts, submissions and applicable case law.",high_risk
"Proposed use case: a maritime AI system used solely to detect obstacles and avoid collisions, with no link to border enforcement.",minimal_risk
Proposed use case: an AI tool assessing how reliable a piece of forensic evidence is during a criminal prosecution.,high_risk
Our client wants to deploy a platform that shows voters individually tailored persuasive political messaging intended to shift their vote.,high_risk
A startup is building a meeting-notes app summarising a call for the people who were already on it.,minimal_risk
We are developing hospital triage software automatically classifying incoming emergency patients by urgency.,high_risk
We are developing a studio creating an AI digital double of an actor for a film scene with the actor's written consent.,limited_risk
A startup is building a police profiling tool used during an active criminal investigation to narrow down a suspect pool.,high_risk
A startup is building a system monitoring webcam footage during standardised testing to detect prohibited behaviour like unauthorised device use.,high_risk
We're planning to build a meeting-notes app summarising a call for the people who were already on it.,minimal_risk
"A city-run app that combines school attendance, grocery purchases and social media activity into one score used to deny families public housing.",prohibited
"A film studio de-ageing an actor with AI for flashback scenes, with the actor's agreement.",limited_risk
Proposed use case: an AI safety controller on an autonomous forklift that stops it when a person steps into its path.,high_risk
We are developing an app recommending recipes based on ingredients a user already has.,minimal_risk
A startup is building an AI tool that analyses video interview recordings to score candidates before a hiring manager sees the footage.,high_risk
"We are developing a city-run app that combines school attendance, grocery purchases and social media activity into one score used to deny families public housing.",prohibited
A startup is building software setting a person's health-insurance premium based on an automated risk assessment of their lifestyle data.,high_risk
"Proposed use case: a wildfire-spread forecasting tool used for general disaster planning, not linked to any specific dispatch decision.",minimal_risk
We are developing an AI system that calls customers after delivery and asks them about their experience in a spoken conversation.,limited_risk
Our client wants to deploy software classifying students with special educational needs into appropriate support programmes.,high_risk
A startup is building a domestic-violence risk-assessment tool analysing police reports and prior incidents to score a potential victim's risk.,high_risk
Proposed use case: hospital triage software automatically classifying incoming emergency patients by urgency.,high_risk
Our client wants to deploy a virtual shop assistant avatar on a fashion website that talks customers through size choices by voice.,limited_risk
We are developing an AI tool that analyses video interview recordings to score candidates before a hiring manager sees the footage.,high_risk
"Our client wants to deploy a classroom camera system inferring students' emotional states (boredom, frustration) to flag them to teachers, with no safety justification.",prohibited
"Our client wants to deploy a courier company's AI flagging shipping-label mistakes for an employee to fix, not evaluating the employee.",minimal_risk
Our client wants to deploy a meeting-notes app summarising a call for the people who were already on it.,minimal_risk
We are developing software controlling the safety shut-off logic for a regional electricity substation.,high_risk
Proposed use case: a financial newsletter auto-generating market commentary articles published directly to subscribers.,limited_risk
A dating-safety startup inferring users' sexual orientation from uploaded selfies without consent.,prohibited
A startup is building AI-based exam proctoring software flagging students for suspected cheating during an online test.,high_risk
We are developing software determining whether a student should be placed in a remedial or advanced programme based on an automated assessment.,high_risk
We're planning to build a prison system predicting an offender's reoffending likelihood from criminal record and in-facility behaviour.,high_risk
We are developing software comparing a residence-permit applicant's current statements against prior submissions to flag discrepancies.,high_risk
We are developing software analysing a city council's call-volume data to plan how many staff to put on the phones.,minimal_risk
"Our client wants to deploy an AI in-vitro diagnostic tool interpreting blood-test results to detect sepsis, assessed by a notified body.",high_risk
A virtual shop assistant avatar on a fashion website that talks customers through size choices by voice.,limited_risk
We're planning to build a studio creating an AI digital double of an actor for a film scene with the actor's written consent.,limited_risk
Our client wants to deploy a studio creating an AI digital double of an actor for a film scene with the actor's written consent.,limited_risk
A startup is building a political chatbot conversing with voters to persuade them toward a specific candidate.,high_risk
"A startup is building a cybersecurity monitoring tool watching for anomalies in energy-grid network traffic, independent of physical controls.",minimal_risk
We're planning to build a telecom company's automated phone line handling billing questions in natural conversation.,limited_risk
"We're planning to build a wildfire-spread forecasting tool used for general disaster planning, not linked to any specific dispatch decision.",minimal_risk