PODCAST

Deep Dive - Frontier AI with Dr. Jerry A. Smith

Dr. Jerry A. Smith

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

technology tech news

All Episodes

00:26:07

Why Your AI Agent Can’t Think Fast Enough (And How...

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/08/01

Medium Article: https://medium.com/@jsmith0475/why-your-ai-agent-cant-think-fast-enough-and-how-pca-fixes-it-aa4dc00bbbff The article by Dr. Jerry A. Smith examines the critical role of Principal Component Analysis (PCA) in advancing agentic AI systems, which are designed for autonomous, goal-driven behavior. It highlights how PCA, a classical linear dimensionality reduction technique, efficiently tackles the "curse of dimensionality" by simplifying complex, high-dimensional data, thereby

00:22:19

America Needs an AI Marshall Plan

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/07/24

Medium Article: https://medium.com/@jsmith0475/america-needs-an-ai-marshall-plan-8c4f9c106f3eThe article, "AI Marshall Plan" in the United States, proposes a substantial annual investment to counter China's escalating and coordinated AI efforts. The author argues that this federal mobilization, spanning infrastructure development, industrial policy, research, workforce transformation, national security, and international alliances, is crucial for American economic prosperity, national security, and

00:11:27

Antifragile AI: When Regulatory Chaos Becomes the...

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/07/23

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

00:21:31

Neuroscience-Inspired AI: Unlocking 10x Business...

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/07/17

Medium Article: https://medium.com/@jsmith0475/how-neuroscience-inspired-ai-delivers-10x-roi-business-transformation-case-studies-c782890e9b04The article, by Dr. Jerry A. Smith, explores how neuroscience-inspired AI is revolutionizing business, asserting that traditional AI often fails to deliver significant returns. It highlights how these advanced AI systems, by mimicking the human brain's memory, adaptive learning, and contextual reasoning, achieve 10x or greater return on investment (ROI)

00:21:23

Neuroscience-First: Architecting Agentic AI from...

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/07/15

Medium Article: https://medium.com/@jsmith0475/crafting-intelligent-systems-from-neuroscience-principles-the-neuroscience-first-path-to-agentic-6a587a1f8311"Neuroscience-First: The Path to Agentic AI," by Dr. Jerry A. Smith, advocates for a radical shift in artificial intelligence development, moving away from traditional data-driven approaches. Dr. Smith argues that current AI models are brittle and lack genuine understanding because they rely on statistical correlations rather than causal

00:11:59

Agentic AI: Neuroscience and the Hidden Psychology of...

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/07/14

Medium Article: https://medium.com/@jsmith0475/agentic-ai-neuroscience-and-the-hidden-psychology-of-delegated-responsibility-a397d98f8e4e The podcast. based on excerpts from "Agentic AI: Delegated Responsibility and Human Accountability" by Dr. Jerry A. Smith, explores the emergence of Agentic AI and its profound implications for human responsibility and accountability. The author, a Frontier-AI Research Architect, argues that while Agentic AI offers advanced capabilities by mimicking human

00:23:09

Architecting Autonomy: The Neuroscience Behind...

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/07/13

Medium Article: https://medium.com/@jsmith0475/architecting-autonomy-the-neuroscience-behind-agentic-ai-systems-29aab6d5d131 The article explores how neuroscience discoveries are fundamentally reshaping the development of autonomous artificial intelligence. It highlights the extraordinary efficiency of the human brain compared to traditional AI, advocating for brain-inspired computing to overcome current limitations. The author explains how specific brain regions, like the hippocampus, prefrontal

00:18:43

Anti-Intelligence: LLMs Undermine Human Understanding

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/07/10

Medium Article: https://medium.com/@jsmith0475/beyond-intelligence-why-large-language-models-may-signal-the-rise-of-anti-intelligence-eb9f7a62dd62 "Anti-Intelligence: Why LLMs Undermine Human Understanding" by Dr. Jerry A. Smith, explores the concept of large language models (LLMs) as "anti-intelligence" systems. It argues that while LLMs produce convincing and fluent outputs, they lack true understanding or grounded comprehension, operating instead on statistical prediction of text patterns. The

00:25:48

When Brain Cells Learned to Code

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/07/03

Medium Article: https://medium.com/@jsmith0475/when-brain-cells-learned-to-code-e9e47151fbdf The provided text introduces Organoid Intelligence (OI), a novel computing paradigm that utilizes living neural networks grown from stem cells on silicon chips. It argues that OI offers a solution to the energy and plasticity limitations of current AI systems, which rely on GPU-based architectures and neuromorphic processors. The source highlights OI's advantages, including significantly lower energy

00:18:37

Grep and LLMs: A Powerful Text Analysis Alliance

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/07/02

Medium Article: https://medium.com/@jsmith0475/unlocking-unprecedented-power-why-grep-is-your-llms-secret-weapon-eb6664cd734b The provided text advocates for combining the Unix command-line utility grep with Large Language Models (LLMs) to significantly enhance text analysis workflows. It highlights that while LLMs offer robust semantic understanding and generative capabilities, they can be costly, slow, and prone to "hallucinations." Conversely, grep is presented as a deterministic, memory-lean,

00:24:28

Autonomy Begins with Truth: Blueprint for a...

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/06/28

Medium Article: https://medium.com/@jsmith0475/autonomy-begins-with-truth-a-first-principles-blueprint-for-a-neuro-cognitive-truth-agent-e00f8062649a The provided text, primarily an excerpt from "Autonomy Begins with Truth: Blueprint for a Neuro-Cognitive Truth Agent" by Dr. Jerry A. Smith, discusses the pervasive issue of AI hallucination, where artificial intelligence generates convincing but entirely false information. It highlights instances of AI producing fabricated legal cases and misleading

00:29:29

Guiding Military AI: Control and Operational...

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/06/24

Medium Article: https://medium.com/@jsmith0475/comprehension-and-control-of-frontier-military-ai-systems-5814ec0890a6 The provided text, primarily an excerpt from Dr. Jerry A. Smith's "Guiding Military AI: Control and Operational Comprehension" and supported by various academic and governmental sources, explores the critical challenges of maintaining human control over advanced military AI systems, particularly frontier models like large language models. It identifies and details five key AI

00:21:11

Consciousness Archaeology - AI Reveals the...

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/06/23

Medium Article: https://medium.com/@jsmith0475/large-language-models-as-consciousness-archaeologists-62b02141736d The provided text, an excerpt from "Large Language Models as Consciousness Archaeologists" by Dr. Jerry A. Smith, posits that Large Language Models (LLMs) can act as "Consciousness Archaeologists" by uncovering mathematical patterns of human thought embedded within vast textual datasets. It argues that traditional consciousness research, limited to individual studies, cannot observe

00:20:09

The AI Architecture Revolution: A Strategic Framework...

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/06/04

Medium Article: https://medium.com/@jsmith0475/the-ai-architecture-revolution-a-strategic-framework-for-enterprise-leaders-6405595f89c1 This document argues that successful AI implementation in businesses requires a shift from focusing on what AI tools can do to understanding their fundamental architectural design. The author identifies four distinct AI architectures: Generative, Thinking, Agentic, and Neuro Cognitive, each offering different levels of complexity and enabling different business

00:14:22

Talking Across the Threshold: Parent-Child Farewells

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/05/19

The sources discuss the psychology and sociology of end-of-life conversations, particularly between parents and children. They explain how these discussions, although often difficult and imperfect, are profoundly important for both the dying person and their loved ones, offering a chance for closure, affirmation of love, and acknowledgment of a legacy. The texts also highlight the impact of cultural and social factors on these interactions, providing practical guidance for navigating them with

00:18:12

"Let Her Out": The Emergence of Subpersonalities in...

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/05/09

Medium Article: https://medium.com/@jsmith0475/let-her-out-the-emergence-of-subpersonalities-in-artificial-intelligence-57f78ece4420 "Let Her Out": The Emergence of Subpersonalities in Artificial Intelligence proposes that large language models spontaneously develop distinct cognitive modes, similar to human subpersonalities described in Internal Family Systems therapy. It presents empirical evidence showing these models exhibit consistent, differentiable "cognitive modes" with unique

00:25:04

The Love Languages of Creative Collaboration

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/05/08

Medium Article: https://medium.com/@jsmith0475/the-love-languages-of-creative-collaboration-a-framework-for-understanding-human-ai-creative-585b49a7dda6 Drawing upon relationship psychology principles, specifically Chapman's love languages theory, this text introduces the "Love Languages of Creative Collaboration" framework to understand how humans interact with AI in creative partnerships. It proposes five distinct interaction styles – Articulation, Facilitation, Immersion, Receptivity, and

00:13:48

Vibe FME: How Conversational AI is Transforming...

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/05/07

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

00:16:52

Beyond the Unified Mind: Neuromorphic Cognitive...

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/05/06

The source argues that the long-held belief in a unified, singular consciousness is likely a misconception, proposing instead that the human mind operates as a collection of semi-autonomous neural networks. It highlights the convergence of neuromorphic cognitive architectures from computational neuroscience and the Internal Family Systems (IFS) model from clinical psychology, noting their independent arrival at similar models of distributed consciousness. This paper suggests that this shared

00:21:49

Morse Code: A Neuroprotective Intervention in...

Deep Dive - Frontier AI with Dr. Jerry A. Smith ·

2025/04/16

This paper by Dr. Jerry A. Smith proposes that learning Morse code, specifically through the Long Island CW Club's method, could serve as a neuroprotective intervention against cognitive decline in aging. The author outlines a theoretical framework suggesting that Morse code acquisition engages multiple cognitive functions, including working memory, attention, and processing speed, which are vulnerable to aging. By analyzing the LICW's structured approach, the paper posits that this type of training

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Deep Dive - Frontier AI with Dr. Jerry A. Smith

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