Technical insights and deep dives into CUDA optimization, AI performance, and enterprise solutions.
Anthropic's Mythos and Fable share frontier-level scores across code generation, cybersecurity, reasoning, RAG, reranking, and embeddings, but Fable's conservative guardrail routing has real GPU capacity consequences.
A deployment playbook for evaluating Alibaba Duobao in production chatbot systems with fallback routing, observability, and compliance-aware operations.
Deep dive into how we achieved 3.2x speedup on BERT inference through memory layout optimization and custom attention kernels.
Understanding the mathematics behind Flash Attention and implementing efficient CUDA kernels for transformer models.
How we built a 1000+ GPU training system with 94% scaling efficiency through custom communication kernels.
Comparing INT8, FP16, and custom quantization schemes for large language model deployment.
Fundamental patterns for optimizing memory access in CUDA kernels with practical examples.
End-to-end optimization of object detection systems for autonomous vehicle applications.
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