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/vibe-fme-collaborative-intelligence-analysis-through-ai-human-dialogue-53ed80a6deb9
The source describes Vibe FME, a novel methodology for intelligence analysis that combines structured foreign materials exploitation (FME) with fluid AI-assisted dialogue, drawing inspiration from "vibe coding." This approach shifts intelligence analysis from physical disassembly to a dynamic, conversational process between human analysts and AI systems, enabling rapid hypothesis generation, testing through simulation, and continuous intelligence synthesis. While demonstrating advantages in speed, efficiency, and adaptability, particularly for complex AI systems resistant to traditional methods, the methodology also faces limitations such as potential AI biases, verification challenges, implementation hurdles, and technical complexities like explainability tradeoffs. Ultimately, Vibe FME represents a fundamental conceptual shift in human-machine collaboration within the intelligence community to better understand complex systems in a rapidly evolving technological landscape.

Vibe FME: How Conversational AI is Transforming Complex Systems Analysis

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

Vibe FME: How Conversational AI is Transforming Complex Systems Analysis

Dr. Jerry A. Smith

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