Medium Article: https://medium.com/@jsmith0475/building-human-facing-agentic-systems-the-psychology-and-sociology-of-super-intelligence-1571cf565d51

Dr. Jerry Smith's January 2025 Medium article explores the psychological, sociological, and ethical implications of "human-facing agentic systems," AI powered by large language models (LLMs). These systems, leveraging multi-headed attention mechanisms, aim to collaborate with humans, not merely serve as tools. The article emphasizes the potential for both empowerment and manipulation inherent in these systems, highlighting the crucial role of self-interest, emotion, and identity in human-AI interaction. Smith concludes with a call for responsible development guided by transparency, inclusivity, and justice, warning against the potential for these systems to become instruments of control.

Building Human-Facing Agentic Systems: The Psychology and Sociology of Super Intelligence

Medium Article: https://medium.com/@jsmith0475/antifragile-ai-when-regulatory-chaos-becomes-the-teacher-4ab80e554a29
The article, by Dr. Jerry A. Smith,  introduces the concept of antifragile AI, a paradigm shift for navigating complex and ever-changing regulatory landscapes, particularly within the pharmaceutical industry. It argues that traditional AI systems, designed for "perfect compliance," are brittle and prone to failure when faced with unpredictable regulatory changes, leading to significant financial losses and operational inefficiencies. Drawing inspiration from biological systems and neuroscience, the source proposes building AI that not only withstands stress but improves and strengthens with each new regulatory challenge, much like the human immune system or muscles. This approach emphasizes causal understanding, predictive adaptation, and continuous self-improvement, leading to a virtuous cycle of compounded intelligence that offers a significant competitive advantage and represents a substantial investment opportunity for private equity firms recognizing this undervalued capability.

Antifragile AI: When Regulatory Chaos Becomes the Teacher

In-Depth Explorations of Neuroscience-Inspired Architectures Revolutionizing AI.

Antifragile AI: When Regulatory Chaos Becomes the Teacher

Dr. Jerry A. Smith

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