Modern slavery, like neo-colonialism

Modern slavery — carried in Daniel Motaung's verbatim formulation "I feel like it's modern slavery, like neo-colonialism" — is the worker-side framing through which the Nairobi-anchored African content-moderation workforce names the labour conditions of outsourced moderation work for Big Tech platforms and frontier-AI labs. The framing is the public-facing vocabulary by which the substantive allegations of the 10 May 2022 Kenyan constitutional petition — forced labour, human trafficking, union-busting — are translated from the legal-pleading register into a single first-person worker register, and the register the African Content Moderators Union carried forward when more than 150 Facebook, TikTok, YouTube, and ChatGPT moderators voted on 1 May 2023 to constitute themselves into a continental-first trade union.

Origin

The framing's verbatim seed is Motaung's July 2022 openDemocracy whistleblower interview with the Kenyan investigative journalist Mukanzi Musanga, published two months after the Nairobi filing. Asked to characterise the working conditions at Samasource Kenya's Nairobi facility — where he had moderated Zulu-language Facebook content for $2.20 an hour after being recruited from South Africa in March 2019, and where he had been fired in 2019 after attempting to organise the Alliance, an in-facility workers' organisation — Motaung named the labour relation in two adjacent terms: "I feel like it's modern slavery, like neo-colonialism." The formulation pairs a labour-conditions vocabulary ("modern slavery") with a geopolitical vocabulary ("neo-colonialism") in a single phrase, and the two halves work in tandem: the first names the workplace, the second names the cross-border supply chain that produces it.

The framing has a deliberate two-part architecture. "Modern slavery" anchors the framing in a substantive labour-rights register — one with a developed international-law vocabulary in the UN Palermo Protocol's definitions of forced labour and trafficking, in the UK Modern Slavery Act 2015, and in the African Charter on Human and Peoples' Rights — and registers the working conditions as a category of harm rather than as ordinary low-wage labour. "Neo-colonialism" anchors the framing in the geography of the supply chain — a US platform's African operation, an African workforce annotating Western content for Western users, the wage gap between Nairobi-based outsourced labour and Menlo Park-based in-house labour, the political asymmetry under which outsourcing companies are treated by the Kenyan state as foreign investors creating jobs rather than as employers subject to Kenyan constitutional protections. Read together, the two halves of the framing name a single integrated phenomenon: a labour relation that the worker experiences as bondage, embedded in a cross-border production system that the worker experiences as colonial.

Travel into the legal-pleading record

The framing's most consequential venue was the Kenyan constitutional petition itself. Petition E071 of 2022 — filed on 10 May 2022 in Nairobi's Employment and Labour Relations Court by Motaung against Samasource Kenya EPZ Ltd, Meta Platforms Inc., and Meta Platforms Ireland Ltd through Mercy Mutemi of Nzili & Sumbi Advocates, with Foxglove as international partner — operationalised the framing into the three legal-pleading vocabularies under which its substantive content could be litigated. TIME's contemporaneous coverage carried the day-of-filing headline as "Meta Accused of Human Trafficking and Union-Busting in Kenya"; the openDemocracy long-read published two months later set the petition's "forced labour, human trafficking, and union-busting" formulation alongside Motaung's "modern slavery, like neo-colonialism" framing as paired worker-side and lawyer-side registers of the same substantive complaint. The pleading vocabulary is the framing's load-bearing translation: under Kenyan constitutional law, "modern slavery" is a category named by the substantive demands of the petition rather than by the petition's named cause of action, and the framing's persistence in Motaung's public output across UNESCO and Mozilla Festival appearances has been to carry the petition's substantive claim into public discourse using the worker's vocabulary rather than the court's.

Travel into the press record

The framing's mainstream-press anchor is the pairing of two TIME stories by Billy Perrigo. TIME's February 2022 cover story "Inside Facebook's African Sweatshop" — the first sustained mainstream-press investigation of the Nairobi operation, published three months before the petition was filed — supplied the parallel press-side framing of "African sweatshop" that has run alongside Motaung's worker-side framing in subsequent coverage. The TIME framing is the journalistic register of the same labour conditions: the press uses "sweatshop" the way the worker uses "modern slavery", and the two registers travel together in the public record without collapsing into each other. TIME's May 2022 follow-up on the filing carried the legal-pleading vocabulary directly into the headline cycle — "Meta Accused of Human Trafficking and Union-Busting" — and the July 2022 openDemocracy long-read consolidated the framing's verbatim Motaung formulation onto the international record.

The framing has persisted across Motaung's subsequent public output. Research ICT Africa's December 2023 long-form profile reproduced the underlying argument in two of his most-cited formulations: "Mark Zuckerberg, Facebook, Sama, and other exploitative corporations in this industry will not be absolved by history" and "Nobody survives this work unscathed". Context by Thomson Reuters Foundation (11 May 2023, the week of the union founding vote) carried Motaung's "the entire (social media) business model is actually dependent on content moderation" line as the same argument's labour-economic register. The International Bar Association feature "You can't outsource responsibility" on the Foxglove–Nzili & Sumbi Kenya docket carried the framing into the legal-press headline shape that subsequent coverage has built on.

Adoption at the African Content Moderators Union founding vote

The framing's principal organising venue was the 1 May 2023 Nairobi summit at which more than 150 moderators for Facebook, TikTok, YouTube, and ChatGPT — drawn from the workforces of Sama, Majorel, and Teleperformance — voted to establish the African Content Moderators Union. Motaung, returning to Nairobi from exile to address the gathering, framed the union's founding as the continuation of the Alliance: "I never thought, when I started the Alliance in 2019, we would be here today – with moderators from every major social media giant forming the first African moderators union." The summit's adoption of the framing was operational rather than rhetorical: the union's working demands — substantially higher pay, profession-specific psychological support, recognition of content moderation as a legitimate profession in Kenyan labour law, insurance coverage, and the right to organise without retaliation — name the same labour conditions the modern-slavery framing names, in the contractual vocabulary of trade-union recognition. The framing's transition from legal-pleading register (the petition) through worker-voice register (the openDemocracy interview) to collective-bargaining register (the union's demands) is the corpus's clearest single case of a Global South worker-side framing carrying a legal-pleading claim into an organising vehicle.

The framing has carried into the union's continuing public case in Nonprofit Quarterly (May 2024), which records the union's identification of a three-part opposition coalition — platform companies (Meta, ByteDance, OpenAI), outsourcers (Sama, Majorel, Teleperformance), and the Kenyan state — and the working wage range of "$1 to $2" per hour through which the labour-conditions argument is anchored. The framing's worker-side register sits inside the union's own organising materials and in James Oyange's public characterisation of the registration impasse as politically driven: "the government thinks we're fighting against good."

Why it has carried

Three features have made the framing durable.

First, it argues for the working relation rather than for the particular workplace harm. Where adjacent press framings of the same period — Perrigo's "African sweatshop", TIME's "human trafficking and union-busting", CNN's PTSD-grade trauma — anchor on a particular harm or a particular labour-conditions vocabulary, "modern slavery, like neo-colonialism" names the relation itself: a bonded labour relation embedded in a colonial-era supply-chain geometry. That single-step characterisation has been more legible across venues than a multi-clause harms catalogue, and has carried across press headlines, legal-pleading summaries, parliamentary advocacy, and the union's collective-bargaining demands without rewriting.

Second, the framing names the supply chain rather than the workplace. By pairing "modern slavery" with "neo-colonialism" in a single utterance, Motaung locates the labour relation in the geography of the production system — a US platform's outsourced operation in an African capital, performing content review for Western users at wages calibrated to the Kenyan labour market — and refuses the standard rebuttal that the workplace itself is the unit of analysis. The framing operates at the scale at which the moderator-platform-outsourcer-state opposition coalition operates, not at the scale of any individual employer's practices.

Third, the framing arrived attached to a live legal-pleading instrument — the Kenyan constitutional petition's substantive demands for compensation, parity of health-care and pay scale with in-house Meta employees, the right to organise, and an independent human-rights audit — and to an organising vehicle that consolidated the same demands into a union platform. The legal-pleading anchor has given the framing a concrete legal mechanism to point to in answer to the question "what does this framing actually buy you?"; the union anchor has given the framing a collective-bargaining vehicle through which the claim can persist beyond the lifespan of the petition itself.