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1. Tensor-Cognitive-Oversight-L2 Tensor-Cognitive-Oversight-L2 Public

   TCO-L2: Human orchestration of AI pipelines via cognitive tensor T[d,i,j,k] and the Natural Cognitive Frontier (NCF). RCT n=40 · CHI 2027 · CAL Layer 2 Topics: cognitive-oversight, human-ai-interac…

   Python 1

2. AMD-Incstinct-Labs AMD-Incstinct-Labs Public

   ROCm/HIP research filling gaps vs CUDA on AMD Instinct MI300X — wave-agnostic primitives, DME-pipelined Flash Attention, topology-aware Infinity Fabric AllReduce, and MLIR MFMA auto-tiling.

   HIP 1

3. Meta-Inference-Layer-L4 Meta-Inference-Layer-L4 Public

   CAL-L4: Meta-inference M(V) over compressed tensor volumes. L4 Efficiency Hypothesis · RCC · AMD-Instinct MI300X collaboration for O(n²) hardware baseline Topics: meta-inference, efficiency-hypothe…

   Python 1

4. Tensor-Volume-Layer-L3 Tensor-Volume-Layer-L3 Public

   CAL-L3: Composition operator C mapping cognitive tensor sessions T⁽ˢ⁾ to unified volume V. Tucker decomposition candidate · Governance Manifold Hypothesis · NeurIPS/ICML Topics: tensor-decompositio…

   Python 1

5. ATLAS---Attention-s-Latent-Atlas-of-Specialized-heads-in-Transformers ATLAS---Attention-s-Latent-Atlas-of-Specialized-heads-in-Transformers Public

   A scale-invariant atlas of head-specific, non-aligned manifolds in transformer attention residuals (O_h ≈ 0.28). Began as Fisher-eigenbasis quantization (NQP — refuted); refuting it revealed the ge…

   Python 1

6. Claude-Code-Multi-Agent-Template Claude-Code-Multi-Agent-Template Public

   A practical template for structuring Claude Code projects with specialized subagents, persistent memory, and lifecycle hooks.

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