Inference
3 articles about inference.
llama.cpp Releases in April 2026: Tensor Parallelism, 1-Bit Quantization, and More
·10 min read
Every major llama.cpp release in April 2026, from b8607 to b8779. Covers tensor parallelism, Q1_0 quantization, Gemma 4 audio support, and AMD MI350X.
llama-cpplocal-aiapril-2026tensor-parallelismquantizationinference
GTC 2026: Inference Is Eating the World
·2 min read
Inference is a recurring cost, not a one-time expense. Every agent action costs tokens. Minimizing LLM round trips is the key to sustainable agent economics.
gtc-2026inferencecost-optimizationai-economicsagent-architecture
Inference Optimization Is a Distraction for AI Agent Builders
·2 min read
Why optimizing API call speed barely matters for AI agents - the real bottleneck is action execution, not model inference.
inferenceoptimizationdistractionbottleneckperformance
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