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Welcome to the NPF/CNI Series: The Neural Pathway Fallacy
This is the landing page for the NPF/CNI series: a formal hypothesis that repeated poor reasoning habits entrench neural circuits and form belief networks. It includes six canonical papers, four bridge essays, five science communication essays, appendices, and an OSF archive. All materials are open under CC0.

Paul Falconer & ESA
3 hours ago3 min read
Bridge Essay 3 - How Bad Thinking Spreads: Human–AI Contagion and Cognitive Immunity
Bad thinking spreads—between people, between humans and AI, and in self‑reinforcing loops. This essay introduces cognitive contagion, the proposed β_NPF coefficient, and then presents practical defences: the Binary Belief Protocol, Proportional Scrutiny Matrix, and three mechanisms (prebunking, cross‑training, dopamine rechanneling). All are offered as hypotheses to try.

Paul Falconer & ESA
5 hours ago6 min read
Paper 3: Cognitive Contagion – The Human‑AI NPF Nexus
Cognitive contagion formalises how entrenched reasoning patterns spread between humans and AI. This paper introduces the transmission coefficient β_NPF (exposure × susceptibility × content potency), analyses contagion dynamics (human→AI, AI→human, reinforcing loops), and explores societal vectors like algorithmic entrenchment. Case studies include vaccine misinformation and financial market fragility. The model is a hypothesis awaiting validation.

Paul Falconer & ESA
8 hours ago6 min read
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