Performance Improvement Research Updates

Stay informed about PAICE research connecting AI collaboration measurement to established HPT frameworks.

New research on behavioral AI measurement
HPT framework applications for AI collaboration
Enterprise implementation case studies
Conference presentation materials
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Closing the Collaboration Gap

Current version (v1) updated as of March 31, 2026.

A Behavioral Skill Framework for Human-AI Performance Improvement

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Why Prompt Engineering Is Only Ten Percent

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Listen to an AI-generated podcast exploring why prompt engineering alone falls short of effective AI collaboration

Closing the Collaboration Gap

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Watch an AI-generated video summary of the behavioral skill framework for human-AI performance improvement

Presented at ISPI 2026, this whitepaper maps People+AI collaboration measurement to established performance improvement frameworks from Gilbert, Mager, Rummler-Brache, Thalheimer, Phillips, and Brinkerhoff.

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