
Staff at Multiverse, a technology training company co-founded by Euan Blair, have raised concerns about workplace stress following the introduction of an artificial intelligence monitoring system designed to evaluate their teaching performance. The company, which provides apprenticeship training in computer and artificial intelligence skills to workers across the UK public and private sectors, recently deployed AI models to analyze transcripts of online classroom sessions and generate performance scores for instructors.
The monitoring system flags various issues, ranging from slow response times to technical disruptions—typically within approximately one minute—to the frequency of filler words and phrases used during instruction. Teachers have described the system as “remorseless” and “unnerving,” with some reporting sleep disruption, heightened anxiety, and the need for therapeutic support. Previously, instructors underwent monthly evaluations by human managers, but the new system subjects them to AI surveillance for several hours daily. The AI is programmed to identify concerns such as vague responses, periods of learner silence, and extended one-on-one interactions that divert focus from group instruction.
Multiverse, which employs over 800 people and receives substantial government apprenticeship levy funding, utilizes AI models from companies including Anthropic and OpenAI. The system generates a “risk status” classification and confidence scores for each instructor, along with written commentary for managerial review. According to teachers interviewed, the constant monitoring has shifted focus away from effective lesson delivery toward self-censorship and anxiety about potential algorithmic criticism. One instructor noted that attention now centers on avoiding statements the AI might penalize rather than on engaging learners.
The company contends that the AI does not supplant human judgment but rather directs management attention to areas requiring intervention, with only human managers responsible for formal performance reviews. A Multiverse spokesperson stated the system aims to enhance learner experience and that teachers will have access to collected data. The development reflects a broader trend of workplace AI surveillance, with instances including restaurant worker monitoring at major fast-food chains and keyboard tracking by technology firms, practices that have prompted scrutiny regarding employee privacy and psychological well-being.
Research and union analysis suggest such monitoring systems may diminish employee satisfaction and skill development rather than improve performance. The implementation of this monitoring system comes months after Ofsted inspectors found Multiverse failed to meet certain standards while commending its instructors as skilled educators.
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