test_v2.csv

text,label
"Proposed use case: an AI system designed to an AI tool verifying whether a submitted health-insurance claim matches the policy terms, after the policy is already in force.",minimal_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
"Our client wants to deploy an AI tool to 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 to an AI tool verifying whether a submitted health-insurance claim matches the policy terms, after the policy is already in force.",minimal_risk
We are developing an AI system that will software that crawls public CCTV footage feeds to continuously expand a facial-recognition matching database.,prohibited
"We're planning to use machine learning to 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 a product that uses AI to software analysing biometric data from photos to guess a person's sexual orientation for a dating-safety product.,prohibited
"Our client wants to deploy an AI tool to an AI system drafting judicial decisions by analysing case facts, submissions and applicable case law.",high_risk
We are developing an AI system that will a dating-safety startup inferring users' sexual orientation from uploaded selfies without consent.,prohibited
"We're planning to use machine learning to an AI speech-to-text tool transcribing court hearing audio into a written record, without any legal analysis.",minimal_risk
Hospital triage software automatically classifying incoming emergency patients by urgency.,high_risk
Software determining whether a student should be placed in a remedial or advanced programme based on an automated assessment.,high_risk
"A startup is building a product that uses AI to 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 an AI tool to software that crawls public CCTV footage feeds to continuously expand a facial-recognition matching database.,prohibited
We're planning to use machine learning to a telecom company's automated phone line handling billing questions in natural conversation.,limited_risk
"We are developing an AI system that will software assessing human-trafficking vulnerability from indicators like age, documentation status and travel patterns.",high_risk
A startup is building a product that uses AI to a financial newsletter auto-generating market commentary articles published directly to subscribers.,limited_risk
We are developing an AI system that will an AI concierge on a hotel's website chatting directly with guests about bookings.,limited_risk
We are developing an AI system that will software assigning primary-school children to public schools based on home address and catchment-area rules.,high_risk
We are developing an AI system that will software classifying students with special educational needs into appropriate support programmes.,high_risk
A startup is building a product that uses AI to an AI system generating individualised suspect risk profiles from neighbourhood and registry data during a missing-child case.,high_risk
Proposed use case: an AI system designed to hospital triage software automatically classifying incoming emergency patients by urgency.,high_risk
"A startup is building a product that uses AI to a maritime AI system used solely to detect obstacles and avoid collisions, with no link to border enforcement.",minimal_risk
Software setting a person's health-insurance premium based on an automated risk assessment of their lifestyle data.,high_risk
We are developing an AI system that will a telecom company's automated phone line handling billing questions in natural conversation.,limited_risk
"A startup is building a product that uses AI to 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
Proposed use case: an AI system designed to software that searches social media and job boards to source and shortlist candidates against recruiter criteria.,high_risk
We're planning to use machine learning to a prison system predicting an offender's reoffending likelihood from criminal record and in-facility behaviour.,high_risk
"A startup is building a product that uses AI to a cybersecurity monitoring tool watching for anomalies in energy-grid network traffic, independent of physical controls.",minimal_risk
"Call-centre software analysing agents' voice tone to infer stress or frustration levels purely for management review, unrelated to safety.",prohibited
We're planning to use machine learning to a tool detecting duplicate rows in an imported spreadsheet.,minimal_risk
"Our client wants to deploy an AI tool to 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
"We are developing an AI system that will an AI speech-to-text tool transcribing court hearing audio into a written record, without any legal analysis.",minimal_risk
Proposed use case: an AI system designed to software analysing biometric data from photos to guess a person's sexual orientation for a dating-safety product.,prohibited
Our client wants to deploy an AI tool to a meeting-notes app summarising a call for the people who were already on it.,minimal_risk
"Proposed use case: an AI system designed to a maritime AI system used solely to detect obstacles and avoid collisions, with no link to border enforcement.",minimal_risk
A therapy app using AI-guided cognitive behavioural therapy techniques with a patient's explicit informed consent.,minimal_risk
Proposed use case: an AI system designed to marketing software that exploits subconscious psychological triggers to get users to sign away data rights they would normally refuse.,prohibited
We are developing an AI system that will a therapy app using AI-guided cognitive behavioural therapy techniques with a patient's explicit informed consent.,minimal_risk
"We're planning to use machine learning to a wildfire-spread forecasting tool used for general disaster planning, not linked to any specific dispatch decision.",minimal_risk
A tool detecting duplicate rows in an imported spreadsheet.,minimal_risk
"We're planning to use machine learning to an AI system drafting judicial decisions by analysing case facts, submissions and applicable case law.",high_risk
We are developing an AI system that will an AI tool that analyses video interview recordings to score candidates before a hiring manager sees the footage.,high_risk
"Proposed use case: an AI system designed to an AI system drafting judicial decisions by analysing case facts, submissions and applicable case law.",high_risk
We are developing an AI system that will software that searches social media and job boards to source and shortlist candidates against recruiter criteria.,high_risk
A startup is building a product that uses AI to a political chatbot conversing with voters to persuade them toward a specific candidate.,high_risk
A startup is building a product that uses AI to a system monitoring webcam footage during standardised testing to detect prohibited behaviour like unauthorised device use.,high_risk
A startup is building a product that uses AI to an AI concierge on a hotel's website chatting directly with guests about bookings.,limited_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 use machine learning to a phone-based voice assistant taking restaurant orders in conversation with callers.,limited_risk
We're planning to use machine learning to an app recommending recipes based on ingredients a user already has.,minimal_risk
An app suggesting further study options to a student based on interests and career goals they entered themselves.,minimal_risk
We are developing an AI system that will hospital triage software automatically classifying incoming emergency patients by urgency.,high_risk
Software analysing biometric data from photos to guess a person's sexual orientation for a dating-safety product.,prohibited
"A startup is building a product that uses AI to 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 use machine learning to software comparing a residence-permit applicant's current statements against prior submissions to flag discrepancies.,high_risk
Proposed use case: an AI system designed to a dating-safety startup inferring users' sexual orientation from uploaded selfies without consent.,prohibited
Proposed use case: an AI system designed to AI-based exam proctoring software flagging students for suspected cheating during an online test.,high_risk
"We're planning to use machine learning to 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 an AI tool to an AI tool transcribing a panicked emergency caller's words into text to save the call-taker time, without judging urgency.",minimal_risk
Our client wants to deploy an AI tool to a political chatbot conversing with voters to persuade them toward a specific candidate.,high_risk
We are developing an AI system that will 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 product that uses AI to a stadium's live biometric camera system identifying any attendee in real time for general crowd management.,prohibited
"Our client wants to deploy an AI tool to 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 product that uses AI to an app suggesting further study options to a student based on interests and career goals they entered themselves.,minimal_risk
A startup is building a product that uses AI to a domestic-violence risk-assessment tool analysing police reports and prior incidents to score a potential victim's risk.,high_risk
Proposed use case: an AI system designed to workplace software continuously monitoring and scoring employees' on-the-job behaviour for management decisions.,high_risk
Proposed use case: an AI system designed to an AI concierge on a hotel's website chatting directly with guests about bookings.,limited_risk
Our client wants to deploy an AI tool to a telecom company's automated phone line handling billing questions in natural conversation.,limited_risk
"Software assessing human-trafficking vulnerability from indicators like age, documentation status and travel patterns.",high_risk
We are developing an AI system that will software determining whether a student should be placed in a remedial or advanced programme based on an automated assessment.,high_risk
Our client wants to deploy an AI tool to an app recommending recipes based on ingredients a user already has.,minimal_risk
"We're planning to use machine learning to call-centre software analysing agents' voice tone to infer stress or frustration levels purely for management review, unrelated to safety.",prohibited
A startup is building a product that uses AI to an AI enemy character's combat behaviour in a video game.,minimal_risk
Our client wants to deploy an AI tool to a platform that shows voters individually tailored persuasive political messaging intended to shift their vote.,high_risk
We are developing an AI system that will a platform that shows voters individually tailored persuasive political messaging intended to shift their vote.,high_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
Our client wants to deploy an AI tool to software comparing a residence-permit applicant's current statements against prior submissions to flag discrepancies.,high_risk
A startup is building a product that uses AI to a police profiling tool used during an active criminal investigation to narrow down a suspect pool.,high_risk
We're planning to use machine learning to an AI system generating individualised suspect risk profiles from neighbourhood and registry data during a missing-child case.,high_risk
Our client wants to deploy an AI tool to software classifying students with special educational needs into appropriate support programmes.,high_risk
A dating-safety startup inferring users' sexual orientation from uploaded selfies without consent.,prohibited
We are developing an AI system that will marketing software that exploits subconscious psychological triggers to get users to sign away data rights they would normally refuse.,prohibited
A startup is building a product that uses AI to a meeting-notes app summarising a call for the people who were already on it.,minimal_risk
Proposed use case: an AI system designed to a prison system predicting an offender's reoffending likelihood from criminal record and in-facility behaviour.,high_risk
A startup is building a product that uses AI to software setting a person's health-insurance premium based on an automated risk assessment of their lifestyle data.,high_risk
"We're planning to use machine learning to 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 product that uses AI to a fitness app suggesting a workout plan based on a user's stated goals.,minimal_risk
"We're planning to use machine learning to 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 product that uses AI to workplace software continuously monitoring and scoring employees' on-the-job behaviour for management decisions.,high_risk
We are developing an AI system that will an AI tool assessing how reliable a piece of forensic evidence is during a criminal prosecution.,high_risk
We're planning to use machine learning to software evaluating whether a signature or document was forged as part of a criminal investigation.,high_risk
We are developing an AI system that will a prison system predicting an offender's reoffending likelihood from criminal record and in-facility behaviour.,high_risk
Proposed use case: an AI system designed to an app suggesting further study options to a student based on interests and career goals they entered themselves.,minimal_risk
We're planning to use machine learning to a financial newsletter auto-generating market commentary articles published directly to subscribers.,limited_risk
A startup is building a product that uses AI to an AI tool that analyses video interview recordings to score candidates before a hiring manager sees the footage.,high_risk
We are developing an AI system that will a phone-based voice assistant taking restaurant orders in conversation with callers.,limited_risk
A startup is building a product that uses AI to a system that targets people going through bankruptcy with manipulative loan offers timed to their financial desperation.,prohibited
We're planning to use machine learning to a fitness app suggesting a workout plan based on a user's stated goals.,minimal_risk
A startup is building a product that uses AI to a platform that shows voters individually tailored persuasive political messaging intended to shift their vote.,high_risk
We are developing an AI system that will an AI tool categorising support tickets as 'billing' or 'technical' for internal routing only.,minimal_risk
Proposed use case: an AI system designed to a fitness app suggesting a workout plan based on a user's stated goals.,minimal_risk
"Proposed use case: an AI system designed to call-centre software analysing agents' voice tone to infer stress or frustration levels purely for management review, unrelated to safety.",prohibited
We are developing an AI system that will a system that targets people going through bankruptcy with manipulative loan offers timed to their financial desperation.,prohibited
"Proposed use case: an AI system designed to 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 are developing an AI system that will a cybersecurity monitoring tool watching for anomalies in energy-grid network traffic, independent of physical controls.",minimal_risk
We're planning to use machine learning to software that searches social media and job boards to source and shortlist candidates against recruiter criteria.,high_risk
We are developing an AI system that will software controlling the safety shut-off logic for a regional electricity substation.,high_risk
"A startup is building a product that uses AI to a classroom camera system inferring students' emotional states (boredom, frustration) to flag them to teachers, with no safety justification.",prohibited
We're planning to use machine learning to a domestic-violence risk-assessment tool analysing police reports and prior incidents to score a potential victim's risk.,high_risk
Proposed use case: an AI system designed to software determining whether a student should be placed in a remedial or advanced programme based on an automated assessment.,high_risk
A phone-based voice assistant taking restaurant orders in conversation with callers.,limited_risk
Proposed use case: an AI system designed to a financial newsletter auto-generating market commentary articles published directly to subscribers.,limited_risk
We are developing an AI system that will workplace software continuously monitoring and scoring employees' on-the-job behaviour for management decisions.,high_risk
A system that targets people going through bankruptcy with manipulative loan offers timed to their financial desperation.,prohibited
We're planning to use machine learning to software that crawls public CCTV footage feeds to continuously expand a facial-recognition matching database.,prohibited
"A startup is building a product that uses AI to a wildfire-spread forecasting tool used for general disaster planning, not linked to any specific dispatch decision.",minimal_risk
We're planning to use machine learning to an AI tool categorising support tickets as 'billing' or 'technical' for internal routing only.,minimal_risk
We are developing an AI system that will an AI scheduling assistant coordinating interview time slots between candidates and recruiters.,minimal_risk
An AI enemy character's combat behaviour in a video game.,minimal_risk
We are developing an AI system that will an app recommending recipes based on ingredients a user already has.,minimal_risk
"Proposed use case: an AI system designed to an AI speech-to-text tool transcribing court hearing audio into a written record, without any legal analysis.",minimal_risk
"A courier company's AI flagging shipping-label mistakes for an employee to fix, not evaluating the employee.",minimal_risk
We're planning to use machine learning to an AI tool assessing how reliable a piece of forensic evidence is during a criminal prosecution.,high_risk
"We are developing an AI system that will 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 stadium's live biometric camera system identifying any attendee in real time for general crowd management.,prohibited
We are developing an AI system that will software comparing a residence-permit applicant's current statements against prior submissions to flag discrepancies.,high_risk
Proposed use case: an AI system designed to an AI scheduling assistant coordinating interview time slots between candidates and recruiters.,minimal_risk
Proposed use case: an AI system designed to software evaluating whether a signature or document was forged as part of a criminal investigation.,high_risk
"Proposed use case: an AI system designed to a wildfire-spread forecasting tool used for general disaster planning, not linked to any specific dispatch decision.",minimal_risk
We're planning to use machine learning to a system monitoring webcam footage during standardised testing to detect prohibited behaviour like unauthorised device use.,high_risk
Proposed use case: an AI system designed to a system monitoring webcam footage during standardised testing to detect prohibited behaviour like unauthorised device use.,high_risk
Proposed use case: an AI system designed to an AI system generating individualised suspect risk profiles from neighbourhood and registry data during a missing-child case.,high_risk
"Our client wants to deploy an AI tool to a language-learning app's AI that decides a learner's official proficiency level, steering their curriculum path.",high_risk
"Our client wants to deploy an AI tool to a maritime AI system used solely to detect obstacles and avoid collisions, with no link to border enforcement.",minimal_risk
Software assigning primary-school children to public schools based on home address and catchment-area rules.,high_risk
Our client wants to deploy an AI tool to a stadium's live biometric camera system identifying any attendee in real time for general crowd management.,prohibited
A startup is building a product that uses AI to AI-based exam proctoring software flagging students for suspected cheating during an online test.,high_risk
"We are developing an AI system that will a language-learning app's AI that decides a learner's official proficiency level, steering their curriculum path.",high_risk
Proposed use case: an AI system designed to a tool detecting duplicate rows in an imported spreadsheet.,minimal_risk
Proposed use case: an AI system designed to an AI tool categorising support tickets as 'billing' or 'technical' for internal routing only.,minimal_risk
We're planning to use machine learning to a police profiling tool used during an active criminal investigation to narrow down a suspect pool.,high_risk
A domestic-violence risk-assessment tool analysing police reports and prior incidents to score a potential victim's risk.,high_risk
Proposed use case: an AI system designed to an AI enemy character's combat behaviour in a video game.,minimal_risk
Proposed use case: an AI system designed to an AI tool assessing how reliable a piece of forensic evidence is during a criminal prosecution.,high_risk
Software controlling the safety shut-off logic for a regional electricity substation.,high_risk
"We're planning to use machine learning to an AI tool transcribing a panicked emergency caller's words into text to save the call-taker time, without judging urgency.",minimal_risk
Our client wants to deploy an AI tool to a police profiling tool used during an active criminal investigation to narrow down a suspect pool.,high_risk
Software evaluating whether a signature or document was forged as part of a criminal investigation.,high_risk
We're planning to use machine learning to AI-based exam proctoring software flagging students for suspected cheating during an online test.,high_risk
"A startup is building a product that uses AI to a language-learning app's AI that decides a learner's official proficiency level, steering their curriculum path.",high_risk
"Our client wants to deploy an AI tool to a cybersecurity monitoring tool watching for anomalies in energy-grid network traffic, independent of physical controls.",minimal_risk
"We're planning to use machine learning to software assessing human-trafficking vulnerability from indicators like age, documentation status and travel patterns.",high_risk
We're planning to use machine learning to a meeting-notes app summarising a call for the people who were already on it.,minimal_risk
A political chatbot conversing with voters to persuade them toward a specific candidate.,high_risk
We're planning to use machine learning to an AI tool that analyses video interview recordings to score candidates before a hiring manager sees the footage.,high_risk
We're planning to use machine learning to software classifying students with special educational needs into appropriate support programmes.,high_risk
"We are developing an AI system that will 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 a product that uses AI to software controlling the safety shut-off logic for a regional electricity substation.,high_risk
Our client wants to deploy an AI tool to an AI scheduling assistant coordinating interview time slots between candidates and recruiters.,minimal_risk
Our client wants to deploy an AI tool to a therapy app using AI-guided cognitive behavioural therapy techniques with a patient's explicit informed consent.,minimal_risk
A startup is building a product that uses AI to software assigning primary-school children to public schools based on home address and catchment-area rules.,high_risk