Tech Industry

Enclosure of the knowledge commons: How AI/tech systems privatize collectively produced data through proprietary processing, creating structural epistemic monopoly

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🔒Enclosure of the Knowledge Commons

The tech case represents a qualitative break from previous industries. Unlike lead, tobacco, and fossil fuels where the object of study was accessible to independent researchers, tech controls whether knowledge can exist at all through proprietary systems and trade secret law.

1. Collective Production

Search queries, social media posts, behavioral patterns, human interactions

2. Proprietary Processing

Training data, model weights, algorithmic decision-making locked in black boxes

3. Privatized Output

Corporate intellectual property inaccessible for democratic governance

The Qualitative Break

Unlike lead/tobacco/climate where the object of study was accessible, tech controls whether knowledge can exist at all

Primitive Accumulation (Federici): Just as the enclosure of common lands required destroying collectively held knowledge systems, AI systems enclose collectively produced data through proprietary processing. The public creates the raw material but cannot access the resulting knowledge—even for democratic self-governance.

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