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HomeResearchAI Directives

AI Directives

Research and analysis on artificial intelligence, human decision-making, operational frameworks and practical AI governance. This category explores how AI systems can be integrated into professional environments while preserving human oversight, transparency, accountability and system coherence.

Research Categoty
AI Directives

Can AI Restore the Human Knowledge Layer of a Legacy Computer System?

29 August 2026 Ralph Larson

Abstract Legacy computer systems are usually discussed in terms of hardware obsolescence, software compatibility and disappearing technical interfaces. There is, however, another form of obsolescence that receives less attention: the gradual loss of the human […]

System Theory Category
AI Directives

Why AI Needs Operational Frameworks, Not Better Prompts

5 August 2026 Ralph Larson

Abstract Artificial intelligence is often evaluated by the quality of its models. This article argues that the real challenge lies elsewhere. In complex systems, the objective is rarely to identify every possible solution, but to […]

Research Categoty
AI Directives

AI Directives: The Missing Layer in AI Governance?

29 July 2026 Ralph Larson

A Comparative Perspective Between Europe and the United States Abstract The increasing adoption of generative artificial intelligence has transformed the relationship between organizations and software, creating new governance challenges that extend beyond traditional regulatory compliance. […]

LATEST ARTICLE

DDR Lab Category Image

IFA Trabant: From Replication to Recovery

Linux DDR Lab
28 September 2026
Trabant Systems · IFA Trabant Five production watchdogs, a stable reference node and the transition from a working installation to a reproducible system. This note continues the production testing documented in IFA Trabant: A Second [...]
  • Ralph Larson RL monogram
    Ralph Larson

    published 24 articles

Official website: ralphlarson.us

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