Anton R Gordon on Prefill vs. Decode: Finding the Real Bottleneck in LLM Inference Sep 27, 2026·12 min read
Anton R Gordon on Why Modern LLMs Think in Context, Not Sequences: The Evolution Beyond Self-AttentionJul 4, 2026·5 min read
From GPU Utilization to GPU Economics: What We Learned Building a Distributed AI Performance AssessmentWhy measuring tokens per second, NCCL behavior, and communication exposure together tells a much more useful story than GPU utilization alone. The easiest way to misunderstand distributed AI performanOct 10, 2026·9 min read
Anton R Gordon on Building AI-Powered Equity Research Systems That Analysts Actually TrustJun 20, 2026·4 min read
How Anton R Gordon Designs Low-Latency AI Systems for High-Frequency Decision EnvironmentsMay 11, 2026·4 min read
Agentic Equity Research on AWS: Getting to the Truth Faster – Insights from Anton R Gordon“Don’t ask the model to guess, design the system to retrieve and compute what’s true.” That idea sits at the core of how modern AI should be applied in financial systems. In equity research, speed matApr 18, 2026·4 min read
Amazon Bedrock Model Access and Region Strategy: Avoiding the “Listed but Not Invokable” TrapBy Anton R GordonApr 13, 2026·5 min read
Optimizing CUDA and RAG Systems with Profiling and Evaluation FrameworksBy Anton R Gordon Understanding both hardware efficiency and answer quality is essential for building high-performance, trustworthy AI systems. CUDA workloads rely heavily on GPU utilization and kernel design, while retrieval-augmented generation (RA...Nov 24, 2025·3 min read
Scaling LLM Inference: Optimization Frameworks from First PrinciplesTraining large language models is expensive. Deploying them efficiently is even harder. As models like Llama 3, Mixtral, or Nemotron grow in size, the ability to optimize inference and training workflows determines whether they can be realistically u...Oct 26, 2025·3 min read
Anton R Gordon on Real-Time AI in Financial Services: High-Throughput Systems for Yield Curve Inversion and FX HedgingReal-time decisioning in financial services—especially for macro events like yield-curve inversions and fast FX exposures—demands an architecture that combines ultra-low latency market data ingest, high-throughput model inference, robust risk control...Oct 18, 2025·3 min read
Anton R Gordon’s Framework for Serverless AI Architectures with AWS LambdaIn the evolving world of artificial intelligence and cloud computing, Anton R Gordon, an accomplished AI Architect and Cloud Specialist, continues to pioneer frameworks that make AI deployment faster, scalable, and cost-efficient. One of his most inf...Oct 12, 2025·3 min read