🌱 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 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
Technical ideas often speak in equations and diagrams. These stories translate them into human language, preserving both their meaning and their consequences. Technology explains how systems work. Stories explain why anyone should care.
tl tml accountability transparency-log speculative-fiction digital-ethics future-of-ai computational-ethics moral-philosophy thought-experiments governance-frameworks institutional-governance ternary-logic research-stories
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May 30, 2026 - HTML
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
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