Artificial Intelligence
15 min read
A Field Guide to Agent Harness Engineering - The Architecture Behind Reliable AI Agents
Architectural patterns for highly reliable AI agents in production.
Governance Is the Moat: An Agentic Authority Architecture for Enterprise AI in the Era of Autonomous Offensive Capability
Methodologies in scalable AI alignment and interpretability.
The Agent-to-Agent Handoff Problem: Session Trust and Privilege Escalation Across Agent Boundaries
Standardized protocols for efficient context transfer in multi-agent systems.
Authorization for Self-Improving Agents: Governing Self-Modification at the Capability Boundary
Granular authorization frameworks for self-modifying autonomous agents.
Machine Learning
12 min read
Inference Is the New Frontier: Why the Decode Loop, Not the Model, Now Decides Enterprise AI Economics
Novel inference techniques for dynamic KV-cache eviction and quantization.
Natural Language Processing
20 min read
RAG Is Not Memory: Why Retrieval and Memory Are Different Systems, and What the Confusion Costs the Enterprise
Delineating differences between RAG and true episodic memory structures.
Computer Science
30 min read
The Verification Bottleneck: Toward Adaptive, Lossless Speculative Decoding for Autoregressive Language Models
Automated pipelines to bypass the verification bottleneck in AI-generated code.