Publications and Content, 2014–2026

The OWASP GenAI LLM Top 10 2026: What Actually Changed

Six Arm Instances, 23 Profiling Runs: A Lab Notebook

Profiling aarch64 in the Cloud: Sampling Skid, SPE, and the State of Arm Tooling

DFlash vs MTP: Two Paths to Breaking the Autoregressive Decoding Bottleneck

The Agent Productionization Gap: Why 60% of Enterprise Agentic AI Pilots Fail in 2026

Inference-Time Compute Scaling and the Overthinking Problem: How Adaptive Budget Allocation Is Reshaping Reasoning Models

EMO: How Constraining Expert Selection to Document-Level Pools Causes Semantic Modularity to Emerge During MoE Pretraining

Serverless LLM Inference Platforms: How They're Architected and What Differentiates Them

Real-World Architectures on Amazon Bedrock AgentCore

Google's A2A Protocol: Cross-Vendor Agent-to-Agent Interoperability in 2026

nanochat and the Cheap LLM Training Landscape: From $43K to $3

From RLHF to GRPO/DAPO/RLVR: How Verifiable-Reward RL Replaced Human Preference Labels

The First In-the-Wild Autonomous LLM Agent Cyberattack: What Happens When Agents Run Without Guardrails

Planner-Executor vs. Single-Loop Agents: When Does Task Decomposition Actually Help?

Speculative Decoding: How Draft-Model Parallelism Cuts LLM Inference Latency

Distillation: The Attack Vector Frontier Models Can't Hide From

vLLM Architecture & Security: A Source-Code-Level Deep Dive

Inference Runtime Security: The Hidden Attack Surface in LLM Serving

Locking Pi to Two Models: MTPLX and Ollama Cloud on Mac