What building with AI taught us.
Frameworks and findings from NSi4's own AI engineering, written up as papers.
All papers.
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Prompt Engineering
Quantifying Prompt Complexity: A Framework for Measuring Information Requirements in AI-Generated Content
A framework for measuring the information requirements of a prompt - NSi4 research on complexity units, the unified formula and the 80% sweet spot.
Working paper
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AI Orchestration
AI Multiplication Patterns: Structured Framework for Advanced AI Orchestration
An eight-dimensional framework for orchestrating AI beyond the single prompt - NSi4 research into AI multiplication patterns, synth and meta-synth hierarchies.
Working paper
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Cognitive AI
NSI's Laws: Memorable Prompt Engineering for Persistent AI Behavior
How memorable prompt engineering produces persistent AI behaviour - NSi4 research on the NSI's Laws approach, its methodology and preliminary findings.
In progress