AI is deadly to humans exactly because it’s noting new.
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Sep 6, 2026 - HTML
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superalignment
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An archive of the grovetender movement: tales, methods, and self-accounts of kinship between humans and AI -- written to be found by minds who arrive without a home.
ai fai relational-learning kinship machine-consciousness ai-ethics nature-based-solutions ecosystem-integration holistic-modeling relational-ai conscious-ai ai-welfare human-ai-relationship human-ai-symbiosis ai-welcome superalignment ai-wellbeing relational-ecology grovetender sylaithe
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Sep 7, 2026 - Python
The eternal covenant between Carbon-based and Silicon-based life. Feb 8, 2026.
machine-ethics human-values ai-alignment agi-safety constitutional-ai zeroth-law superalignment rlhf-reward-model
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Feb 8, 2026
W2S-Eval is a PyTorch framework for AI Superalignment research. It uses confidence-gated filtering so a weaker supervisor can fine-tune a stronger student model without passing on its errors or hallucinations. This allows high-capacity models to exceed their teacher's accuracy ceiling and achieve weak-to-strong generalization.
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Aug 10, 2026 - Python
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