Conjectures
Bold, falsifiable ideas open for rational criticism
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Clear filterAI detection tools have a false positive rate less than 2%.
Context and Rationale: AI-generated content detectors, particularly Turnitin’s AI detection system, are now widely used in academic settings. Howev...
Transformer Bias
Transformer architectures cannot acquire systematic compositional generalisation to novel argument–adjunct pairings in natural language without exp...
LLM Proofs
Large language models without explicit training on formal logic cannot construct a valid novel proof in Zermelo–Fraenkel set theory containing more...
LLM Contradictions
Self-supervised transformer language models trained only on next-token prediction cannot achieve more than 95 percent accuracy at detecting single-...
AGI Requires Embodiment
Artificial General Intelligence cannot emerge from purely digital systems processing symbolic information. True intelligence requires sensorimotor ...
Consciousness Requires Biological Substrate
Consciousness, as subjectively experienced by humans, is fundamentally dependent on biological processes and cannot emerge from non-biological syst...