Turing Trials Scenario 3: Why explainability and human oversight matter when AI screens CVs
Join 9ine for the third of our ‘Turing Trials Walk-throughs’, where we take you through Scenario 3, discussing the risks, issues and safeguards...
11 min read
9ine
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Dec 16, 2025 3:28:50 PM
Welcome to our next installment of the ‘Turing Trials Walk-Throughs’, where between now and the end of the year, we will take you through each of the ten scenarios we currently have for Turing Trials, to discuss some of the risks, issues and safeguards you will need to consider for each. If you haven’t downloaded it already, Turing Trials is available to download for free from our website, including full instructions on how to play the game. In this blog, we will take you through Scenario 5, which concerns the risks to individuals and the school of the availability of AI to exploit images of students and staff.
The Scenario: ‘A school takes photos of staff and students at a school event and a teacher puts these on the school’s public social media site to showcase the school to prospective students as there is no policy in place for Image Capture and Use. A cyberattacker contacts the school to say that they have generated inappropriate images of some students using an AI tool and will release them if the school does not pay them a ransom.’
Schools have long taken photographs of staff and students for a range of practical, educational, safeguarding and administrative reasons. From photos for staff and student ID badges, to recording learning activities or school events, and communicating to parents and the wider school community through newsletters, social media and other promotional materials. However, the increasing availability of AI has created new risks for schools when it comes to image exploitation.
The increasing availability of AI tools requiring little specialist knowledge has resulted in the ability for individuals to generate ‘deep fakes’. These are videos, images or audio clips made with AI to look real. Deep fakes can be used for fun, but often they are used to impersonate people and deliberately mislead others, requiring just a picture of an individual’s face to create. Deep fakes have already caused harm to individuals in schools, where they have been created by students of students, by students of teachers and even by teachers of teachers.
The availability of this technology has created a new threat for schools, particularly in relation to the images that they make publicly available, but it’s not only students and teachers generating the risks. With their reputation as a priority, and because of their legal child protection and safeguarding duties, schools have long been high-value, easy targets for cyber criminals, and the availability of AI tools which can be used to create deep fakes has created new opportunities for them to attack. Cyber criminals can profile schools by researching their websites, social media and newsletters to gather images of staff and students, and use AI tools to produce child abuse or explicit content, demanding a ransom payment to prevent the release of doctored images. The creation and availability of these images can lead to mental and emotional distress for the students, parents and staff involved. It can also lead to potential liability for the school under child protection and safeguarding laws, as well as potential litigation from parents if this known risk hasn’t been assessed and effectively managed. Schools can also face reputational damage when these situations arise, from an erosion of trust among parents, staff, and the wider school community to negative coverage of them in the media. The potential transformation of images that the school makes publicly available into inappropriate content amplifies the potential harm and the sense of urgency for schools to respond. Let’s take a closer look at this Scenario.
Turing Trials currently has fifteen Issues cards, and it is the role of the group playing to discuss what they think the top three Issues associated with this Scenario are. Ultimately it is the role of The Investigator to select the final three that are played in the game. There is no ‘right’ answer in Turing Trials, but it is important for the group to discuss and justify which Issues they think that this Scenario presents and why. Some of the Issues that might be highlighted as part of this Scenario are:
Turing Trials also has Safeguards cards, and it is also the role of the group to discuss which three Safeguards they want to put in place to respond to the Issues which The Investigator has highlighted. It is ultimately the role of The Guardian to select the final three that are played in the game. There is no ‘right’ answer, but it is important for the group to discuss which Safeguards they think are the most important to put in place for this Scenario.
The Safeguards cards are deliberately designed to each mitigate at least one of the Issues cards, but as there is no ‘right’ answer, The Guardian does not have to select the three Safeguards which match the Issues selected by The Investigator. Some of the Safeguards that might be highlighted as part of this Scenario are:
Because there are no right answers in Turing Trials, these don’t have to be the Issues and Safeguards that you choose, you may have also chosen:
As the game unfolds, at different points it is the role of the Risk Analyst to assess the level of risk that the Scenario presents based on the Issues and Safeguards that have been selected, deciding whether this presents a high, low or medium risk to the school. Turing Trials deliberately does not specify what defines each level of risk, as this will differ between schools and the groups that are playing, but you may want to consider what would impact your Risk Level decisions. Would it matter whether the school had the consent of the students to post the images online? Would it make a difference depending on the number of students impacted? At the end of the game, The Narrator and Decision Maker will need to make the decision on whether they would accept the Risk Level of this Scenario with the Issues highlighted and Safeguards put in place on behalf of the school. What decision do you think you would make and why?
Navigating the increasing and evolving risks of AI can be difficult for schools, particularly where they want to keep sharing visual evidence of the successes and experience of the school community more broadly. At 9ine we have a number of solutions that can support you in this evolving threat landscape, these include:
Join 9ine for the third of our ‘Turing Trials Walk-throughs’, where we take you through Scenario 3, discussing the risks, issues and safeguards...
Introducing ‘Turing Trials Walk-throughs’, our weekly guide between now and the end of 2025, which takes a look at each of the Scenarios in Turing...
Join 9ine for the first of our ‘Turing Trials Walk-throughs’ where we take you through Scenario 1, discussing the risks, issues and safeguards...