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News articleAI Now Institute

Human Capital

View original at ainowinstitute.org
AI Now Institute - Ai Policy Title: Human Capital Date: 2026-02-03 09:30 Source: https://ainowinstitute.org/publications/joan-kinyua-human-capital <div class="wp-block-buttons has-custom-font-size has-medium-font-size is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-51c3bbf5 wp-block-but…
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  • Naming and shaming Big Tech companies publicly is an effective accountability mechanism where legal remedies have failed

    80% confidence
  • AI is currently the biggest employer of young people in Kenya

    80% confidence
  • The Kenya Business Laws (Amendment) Act 2024 prevents Big Tech from being sued directly; only BPO firms can be sued

    80% confidence
  • Data labeling has powered AI for over a decade but workers are systematically made invisible in public discourse

    80% confidence
  • The exploitation of data workers in Kenya is intentionally designed, not accidental

    80% confidence
  • The 'future-of-work' framing ignores data labelers and focuses only on engineers and high-skilled workers, treating data labeling as entry-level or transition work rather than a real job

    80% confidence
  • Data workers face systemic exploitation including unpaid wages, no social protection, no recourse mechanisms, high psychological pressure from content exposure, and poverty-level pay

    80% confidence
  • Kenyan data workers are well-educated, English-speaking, and tech-savvy, making them cheap, quality labor for Big Tech in a high-unemployment environment

    80% confidence
  • Global laws generally protect Global North interests, leaving Global South workers without effective legal recourse against Big Tech

    80% confidence
  • Data workers should have transparency about who they work for, what technology they are building, and be included in decision-making processes

    80% confidence
  • Meta argued it cannot be sued in Kenya because it is not registered under Kenyan laws

    80% confidence
  • Kenya's president is prioritizing relationships with Big Tech leaders like Zuckerberg and Musk over protecting workers' rights

    80% confidence
  • International worker solidarity is growing in impact, with larger coalitions producing more accountability

    80% confidence
  • Data workers need basic rights including normal working hours, fair pay, medical coverage, no arbitrary account closures, and paid holidays

    80% confidence

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