Blog
Insights from the frontier of AI cognitive design
Separation of Generation and Validation: An 8-Phase Pipeline for Automated Patent Specification with Deterministic Quality Gates
An 8-phase pipeline separating LLM text generation from deterministic code validation. 46 quality gates achieve zero hallucination leakage.
DIO-ZENITH: Combining LLM Generation with Deterministic Code Judgment for Patent Specification
An 8-stage LLM + Code pipeline for patent specifications. 46 quality gates enforce KIPO compliance via 32,636 lines of Rust.
What Is Cognitive Architecture for AI?
Explore the concept of cognitive architecture, why it matters for AI agents, and how AGEIUM's DIO framework solves this challenge to enable truly intelligent decision-making.
DIO v5.0 Released: Agent Consistency at 95%
Discover the major improvements in DIO framework v5.0, including the 16-Layer Sovereign Pipeline and BiCE-7 causal reasoning engine performance benchmarks.
Why Causal Reasoning Is Essential for AI Safety
Learn why AI inference based on causal relationships rather than correlation is critical for safe agent design, with explanations of Pearl's do-calculus and AGEIUM's implementation.