MEMON SYSTEMS

# s y s t e m s - t h i n k i n g

Journal entries tagged systems-thinking.

Sep 20, 2026

Jev System One vs Specialized Sovereign RAG. An Empirical Benchmark

Across 20 measured trials on Apple Silicon MPS, a cloud-hosted decision primitive averaged 457.19ms P50 (381.0ms upstream cloud floor) and consumed 453 tokens before retrieval began. A co-hosted sovereign classifier completed the same routing in 0.23ms with zero tokens.

legal-techragarchitecturenlicomplianceeu-ai-actbenchmarksystems-thinking

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Sep 18, 2026

Why Telling an LLM Not to Look Guarantees It Will

Vals AI's BioMysteryBench audit confirms what the attention mechanism already predicts: instructing a model to ignore data forces it to attend to that data. The fix is physical, not linguistic.

ai-safetyattention-mechanismguardrailsllm-deploymentbenchmark-integritysystems-thinking

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Nov 9, 2025

Context Engineering: The Hidden Art of Building with AI

Communication shapes better code than syntax ever could. On specification design, AI orchestration, and the emerging role that synthesizes systems rather than writes them.

context-engineeringai-developmentsoftware-architecturetechnical-philosophyspecificationsai-agentssystems-thinkingsoftware-engineeringdeveloper-workflowminimalist-development

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