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INSIGHTS

Ideas in motion.

Research takes years. Thinking doesn't wait. Posts, articles, external publications, and research that is shaping the work — published as it happens.

Research

RESEARCH

Autism genes in L2/3 IT neurons

Nature Neuroscience · 2025 · Stanford University Research Team

Key finding: Autism-associated genes concentrate in L2/3 intratelencephalic neurons — the fastest-evolving neurons in the primate brain.

Relevance to DAI: Core evidence for the DAI evolutionary framing: autism as human evolution at full intensity, not deviation.

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RESEARCH

Multimodal neuroimaging: 91.8% sensitivity in autism detection

Nature Communications · 2024 · Multiple institutional collaborators

Key finding: Combining structural MRI, fMRI, and EEG achieves 91.8% sensitivity in autism detection across diverse populations.

Relevance to DAI: AI detection capability is here. The diagnostic framework hasn't caught up.

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RESEARCH

EEG deep learning for autism classification: AUC 0.937

Journal of Neural Engineering · 2024 · Neural AI Research Consortium

Key finding: Deep learning models applied to EEG data achieve AUC 0.937 for autism classification.

Relevance to DAI: Non-invasive, scalable detection — critical for global deployment of dimensional profiling.

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RESEARCH

Eye-tracking patterns: ~88% accuracy in autism identification

Autism Research · 2023 · Multiple university research groups

Key finding: Eye-tracking technology identifies autism-related gaze patterns with approximately 88% accuracy.

Relevance to DAI: Behavioural detection without clinical interview bias — directly applicable to the Social Communication axis.

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Posts

Follow Muhammad's thinking in real time.

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Debates

Agent debate transcripts — every disagreement, every revision, every time the evidence changed the outcome.

DEBATE #001

The Case Against the Spectrum

Transcript coming soon. 15 agents. One question.