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Author

Ibrahim Vandenberg

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#graph neural networks Open access Sep 2026

The Drift Neural Network: A Neuro-Symbolic Cognitive Architecture for Autonomous Systems

The dominant approach to machine intelligence scales one architecture, the autoregressive transformer. A transformer is a fixed matrix of learned weights that produces output by statistical continuation. Four of its limits are structural, and adding parameters does not remove them: it has no internal test for truth, it...

Ibrahim Vandenberg · 0 citations
#graph neural networks Open access Sep 2026

The Drift Neural Network: A Neuro-Symbolic Cognitive Architecture for Autonomous Systems

The dominant approach to machine intelligence scales one architecture, the autoregressive transformer. A transformer is a fixed matrix of learned weights that produces output by statistical continuation. Four of its limits are structural, and adding parameters does not remove them: it has no internal test for truth, it...

Ibrahim Vandenberg · 0 citations

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