Agentic data science with the Data Agent Kit
cloud.google.com·7h ago
AI Research
arXiv CS.AI·Aug 18·5 min read
Process-Constituted Intelligence: A Shared Criterion for Humans and Machines
TL;DR
Intelligence arises from the processes that generate outputs, not the outputs themselves. This article proposes a framework for assessing generative AI's cognitive processes, emphasizing the need for design principles that enhance human creativity and judgment.
✦ Why It Matters
Evaluate your GenAI tools to ensure they enhance rather than replace human cognitive processes.
Key Takeaways
- Assess GenAI tools for their process engagement capabilities.
- Implement design principles that enhance human creativity.
- Conduct process audits to evaluate cognitive development.
- Avoid outsourcing generative processes to maintain critical skills.
How It Works
The article defines 'strong equivalence' through seven process features that can be used to compare human and machine cognition. This framework allows for a more nuanced understanding of how GenAI operates in relation to human intelligence.