🌱 The Symbiosis Manifesto: human–AI cooperation, HCR architecture, and a 50-year arc converging now.
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Sep 6, 2025 - HTML
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thought-experiments
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A research methodology that uses deliberately constructed fictional scenarios to study system dependency, cognitive scaffolding, documentation drift, and non-reversible transformations across AI, tools, and human coordination.
documentation methodology cognitive-science scaffolding human-computer-interaction knowledge-management system-design research-methods ai-systems systems-thinking counterfactuals legacy-systems thought-experiments non-reversible-systems tool-dependency
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Mar 21, 2026
A framework for evaluating language ecosystems based on fixability and semantic transparency in the AI coding era
evaluation-framework ai-assisted-development ai-coding vibe-coding thought-experiments fixability semantic-transparency language-ecosystems
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Jan 5, 2026
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