AI-Driven Feedback Systems, Digital Labour, and Silent Quitting: Transforming African Workplaces
Source note: Preprints on societal impact.
arXiv:2609.16192v1 Announce Type: new Abstract: The current trend of digitalisation has revolutionised the organisation of work and the way it is measured and performed across the globe, with AI becoming more common for managing labour and performance, as well as employee communication. In African organisations, where there is increasing adoption of remote work, hybrid models of work, digital collaboration, and data-based HR management, the notion of silent quitting has become more relevant, defined as worker disengagement when employees are still doing their job but do not put any effort into achieving good performance and exhibiting any emotion. This paper investigates how AI-driven feedback mechanisms, including sentiment analysis systems, pulse surveys, chatbots, engagement dashboards, and predictive analytics, are changing African workplaces through offering continuous listening, instant performance information and proactive engagement with employees. The study also explores how AI can assist organisations in identifying early disengagement and enable intervention and better employee communication in both private and public sector organisations in Africa. At the same time, we address the challenges of socioeconomic development and governance posed by AI implementation in developing countries, including digital inequality, infrastructure shortcomings, privacy concerns, algorithmic bias, and the risk of workplace surveillance. By situating silent quitting within wider debates on digital labour and automation, the paper contributes an African-centred perspective to discus
Every model that read this
| Model | Provider | Stage | Score | Conf. | Latency | Prompt | When |
|---|---|---|---|---|---|---|---|
| Llama 3.3 70B | Meta | analysis | -50 | 70% | 3792ms | v1.0.0 / m1.0.1 | 2026-09-16 05:41 |
AI-driven feedback may lead to surveillance and disengagement.
Evidence extracted
- AI-driven feedback systems are changing African workplaces
- AI can assist organisations in identifying early disengagement
SOURCE arXiv cs.CY (Computers and Society) (tier 1)
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DOCUMENT 0221b2c5-1082-44f1-bfb0-2ea26ecce34f
https://arxiv.org/abs/2609.16192
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EVIDENCE 2 extracted excerpts
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MODEL RUN 1 run, methodology 1.0.1
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SCORE -50 (Adverse)
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CONFIDENCE 70%