Base80

Base80

Research

Technical analysis on deterministic AI, safety-critical infrastructure, and the limits of probabilistic systems in industrial operations.

Architecture·10 min read·May 16, 2025

The Policy Graph: Why Heavy Industry Must Replace RAG with Deterministic Logic Compilers

The standard RAG architecture is proving critically flawed for high-stakes physical industries. This paper introduces the Policy Graph — a neurosymbolic architecture that compiles industrial SOPs into executable, deterministic logic gates.

A

Akbar Sayakov

Founder, Base80

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Infrastructure·8 min read·May 15, 2025

Why Safety-Critical Industries Cannot Afford Probabilistic AI

Standard language models are probability engines. In aerospace, oil & gas, and advanced manufacturing, probability is not a standard — it is a liability.

A

Akbar Sayakov

Founder, Base80

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