Current research program.
Source-grounded research infrastructure for attention, cognitive load, and AI supervisor performance.
Core publications
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The Bandwidth Gap v1.3
Operating thesis: AI compounds faster than human deliberate throughput. Focus on cognitive debt, babysitting tax, and cognitive sovereignty.
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Prosoche Protocol v1.0
RCT protocol document for a four-week Stoic-derived attention intervention in AI-saturated knowledge work.
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Supervisor Cognitive Load Theory v1.0
Framework extending CLT to multi-agent supervision with trust calibration, oversight, integration, and intervention load constructs.
Open science posture
- Research claims on this site are mapped in claims-map.json.
- Material updates are distributed through feed.xml.
- Security reporting channel: security.txt.