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Side 13 · Research substrate

Scientific publications

Artificial intelligence spans learned representations, reinforcement learning, foundation models and agentic systems. This layer maps field-defining work while keeping capability evidence separate from broader claims about intelligence.

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How to read this layer.

Benchmarks and demonstrations establish performance on specified tasks under specified conditions. They do not by themselves establish general intelligence, robustness, safety or human-equivalent reasoning.

DirectAdjacentMethodological

Mass rollout · Wave 3. This substrate prioritizes foundational and field-defining work rather than exhaustive coverage.

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