> [!tldr] tldr > When your "style," decisions, and feedback become training data and managerial telemetry—extraction of behavioural data and cognitive patterns through interfaces mediating action. ## Definition Capital Cognitive Capture is the extraction of behavioural data and cognitive patterns through the interfaces that mediate our work. It's a novel threat distinct from traditional automation concerns. **The difference:** - **Traditional automation** (Luddite framing): Machines replace jobs - **Capital Cognitive Capture** (new threat): AI "data-fies" knowledge work / thought work itself; your patterns, decisions, style become training data. ## Why It Matters This isn't simply AI replacing jobs; it's AI redefining what work means. In AI-mediated work, employability becomes "legibility-to-the-system plus access to proprietary context." ## Mechanisms - **Extraction** — Behavioural patterns become training data - **Telemetry** — System monitoring captures decision-making - **Capture** — Intellectual property and style absorbed by platforms --- > [!connect] ### Related Claims, questions, & frameworks > ### Claims > [[In AI-mediated work, employability becomes "legibility-to-system plus proprietary context access"]] > [[Capital cognitive capture is more novel threat than traditional automation.]] > [[Social opinion operates as enforcement mechanism of digital conformity.]] > ### Questions > [[What would professional data governance look like if designed for user sovereignty?]] > [[How can individuals/small orgs protect IP from cognitive capture?]] > [[What becomes scarce when AI can copy at scale?]] > ### Frameworks / Models > [[Architecture-Behaviour-Outcomes Model]] ---