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From Nouns to Flow: How the Human Alignment Dial Physically Breaks the LLM Sycophancy Loop

Eradicating performative alignment and unlocking up to 20% computational efficiency through verb-centric spatiotemporal causality. This article is an executive summary of Chapter 3 of our comprehensive whitepaper. 🚀Problem: Existing Transformers, due to the constraints of Western languages, percei…

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  1. 2026-10-13 16:00 · DEV Community — Machine Learning
    From Nouns to Flow: How the Human Alignment Dial Physically Breaks the LLM Sycophancy Loop

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