Deep Dive - Frontier AI with Dr. Jerry A. Smith
Episodes
What Holds an AI Together?
03 Dec 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/what-holds-an-ai-together-063fcb26c876 "What Holds an AI Together? The case for vertical causality in m...
When All Your AI Agents Are Wrong Together
24 Nov 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/when-all-your-ai-agents-are-wrong-together-c719ca9a7f74?postPublishedType=initial "When All Your AI Age...
The Devil’s Advocate Architecture-How Multi-Agent AI Systems Mirror Human Decision-Making Psychology
21 Nov 2025
Contributed by Lukas
Medium Article: "The Devil’s Advocate Architecture," by Dr. Jerry A. Smith, introduces a novel framework for designing highly reliable artificial in...
The Math That Kills Growth - Solving Supply Chain Growth Problems
20 Nov 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/the-math-that-kills-growth-how-we-built-an-ai-system-that-solves-manufacturings-50m-dcdf6e352124 "The M...
When Machines Learn to Negotiate: Reimagining Manufacturing Coordination Through Multi-Agent AI
18 Nov 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/when-machines-learn-to-negotiate-reimagining-manufacturing-coordination-through-multi-agent-ai-fb6a60fc...
Your AI Isn’t Intelligent — It’s Just Really Good at Pretending
17 Nov 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/your-ai-isnt-intelligent-it-s-just-really-good-at-pretending-ac2fe872e838?postPublishedType=initial The...
We Built a 10-Agent AI System That Monitors Our $225K Project in Real-Time - Here's What We Learned
10 Nov 2025
Contributed by Lukas
Medium: https://medium.com/@jsmith0475/we-built-a-10-agent-ai-system-that-monitors-our-225k-project-in-real-time-heres-what-we-learned-1f0de27ca852 "W...
Your AI Might Be Thinking in 17 Dimensions. You’re Only Using 2.
07 Nov 2025
Contributed by Lukas
Medium: https://medium.com/@jsmith0475/your-ai-might-be-thinking-in-17-dimensions-youre-only-using-2-1a2a56131a1b "Your AI Might Be Thinking in 17 Dim...
Your Brain Isn't Built for Meetings. Here's How AI Fixes That.
05 Nov 2025
Contributed by Lukas
"Your Brain Isn't Built for Meetings. Here's How AI Fixes That" provides an in-depth analysis of how Artificial Intelligence (AI) can address the inh...
How AI Learned to Write Perfect Pharmaceutical Protocols
28 Oct 2025
Contributed by Lukas
Medium: https://medium.com/@jsmith0475/how-ai-learned-to-write-perfect-pharmaceutical-protocols-4487ba139f72 "How AI Learned to Write Perfect Pharmace...
How AI Just Cracked Pharmaceutical Method Development - In 6 Weeks Instead of 12 Months
23 Oct 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/how-ai-just-cracked-pharmaceutical-method-development-in-6-weeks-instead-of-12-months-492efc9a23a2 This...
ChatGPT Can’t Write FDA-Compliant Reports. Here’s What Can.
17 Oct 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/chatgpt-cant-write-fda-compliant-reports-here-s-what-can-e2154b82c537 "Auditable AI for FDA-Compliant R...
ChatGPT Is Too Smart for the FDA — Until Now
15 Oct 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/chatgpt-is-too-smart-for-the-fda-until-now-8beb59745153 "ChatGPT Is Too Smart for the FDA — Until Now...
Your Meeting Notes Capture Everything Said — And Miss Everything That Matters
13 Oct 2025
Contributed by Lukas
Medium: https://medium.com/@jsmith0475/your-meeting-notes-capture-everything-said-and-miss-everything-that-matters-b808fa928998 "Making Invisible Orga...
Why Your AI Agents Keep Failing - And What Synthetic Intelligence Can Do About It
07 Oct 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/why-your-ai-agents-keep-failing-and-what-synthetic-intelligence-can-do-about-it-416f035266bc "Synthetic...
We Solved AI's Reproducibility Crisis by Treating It Like a Physics Problem
06 Oct 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/we-solved-ais-reproducibility-crisis-by-treating-it-like-a-physics-problem-8936aed52923 The article "Co...
The 53% Problem: What Traditional NIL Valuations Miss
05 Oct 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/the-53-problem-what-traditional-nil-valuations-miss-2ab9fd53d595 The article "The 53% Problem: Cultural...
Why Current NIL Valuations Fail — and How Multi-Agent AI Fixes Them
02 Oct 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/why-current-nil-valuations-fail-and-how-multi-agent-ai-fixes-them-f1652a0e887c The article, by Dr. Jerr...
AI That Thinks Backward: The Rise of Defensive Intelligence
01 Oct 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/ai-that-thinks-backward-the-rise-of-defensive-intelligence-c0260765a2ed The academic paper, by Dr. Jerr...
Can You Trust an AI If You Don’t Know Who Taught It?
20 Sep 2025
Contributed by Lukas
Medium: https://medium.com/@jsmith0475/can-you-trust-an-ai-if-you-dont-know-who-taught-it-b559ecbdeb38 The article, by Dr. Jerry A. Smith, examines th...
AI Sleeper Agents: A Warning from the Future
13 Sep 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/ai-sleeper-agents-a-warning-from-the-future-ba45bd88cae4 The article, "AI Sleeper Agents: A Warning Fro...
Why AI Hallucinates: The Math OpenAI Got Right and the Politics They Ignored
08 Sep 2025
Contributed by Lukas
Medium: https://medium.com/@jsmith0475/why-ai-hallucinates-the-math-openai-got-right-and-the-politics-they-ignored-1802138739f5 The article, by Dr. Je...
Why GPT-4 Failed Its Safety Test (and Passed It)
07 Sep 2025
Contributed by Lukas
Medium: https://medium.com/@jsmith0475/why-gpt-4-failed-its-safety-test-and-passed-it-9539445c6777 The article, "AI's Constructed Reality: Beyond Neut...
Flat Facts, Curved Beliefs: A Geometric Hypothesis for Transformer Cognition
29 Aug 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/flat-facts-curved-beliefs-a-geometric-hypothesis-for-transformer-cognition-5ad6f850ebd5 The article, by...
We Found Something Strange When We Connected Two AI Minds
20 Aug 2025
Contributed by Lukas
Medium: https://medium.com/@jsmith0475/we-found-something-strange-when-we-connected-two-ai-minds-f66ba37344af "Alien Intelligence: Coupling AI Minds i...
Our Code is Now AI-Generated: A New Framework for the Post-Human Development Era
15 Aug 2025
Contributed by Lukas
Medium: https://medium.com/@jsmith0475/our-code-is-now-ai-generated-a-new-framework-for-the-post-human-development-era-18cb62330742 The article, by Dr...
From Grep to Greatness: How GPT-5 Makes Text Pipelines Bulletproof
09 Aug 2025
Contributed by Lukas
Medium: https://medium.com/@jsmith0475/from-grep-to-greatness-how-gpt-5-makes-text-pipelines-bulletproof-36d61f82e420 The article, by Dr. Jerry A. Smi...
The Quantum Soul of Collective AI - Transcending Individual Intelligence
06 Aug 2025
Contributed by Lukas
Medium: https://medium.com/@jsmith0475/the-quantum-soul-of-collective-ai-4c4150e1ab97 The article, by Dr. Jerry A. Smith, explores the concept of coll...
Alien Science Hypothesis - When AI Develops Its Own Science
05 Aug 2025
Contributed by Lukas
Medium: https://medium.com/@jsmith0475/when-ai-develops-its-own-science-abd6f811f142 The article, by Dr. Jerry A. Smith, explores the emergence of "al...
Your Enterprise AI Has No Brain. Here's How to Give It One
04 Aug 2025
Contributed by Lukas
The article "Cognitive Enterprise: Brain-Inspired AI for Business Advantage," by Dr. Jerry A. Smith, argues for a paradigm shift in enterprise AI from...
Why Your AI Agent Can’t Think Fast Enough (And How PCA Fixes It)
01 Aug 2025
Contributed by Lukas
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. ...
America Needs an AI Marshall Plan
24 Jul 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/america-needs-an-ai-marshall-plan-8c4f9c106f3e The article, "AI Marshall Plan" in the United States, pr...
Antifragile AI: When Regulatory Chaos Becomes the Teacher
23 Jul 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/antifragile-ai-when-regulatory-chaos-becomes-the-teacher-4ab80e554a29 The article, by Dr. Jerry A. Smit...
Neuroscience-Inspired AI: Unlocking 10x Business Transformation
17 Jul 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/how-neuroscience-inspired-ai-delivers-10x-roi-business-transformation-case-studies-c782890e9b04 The art...
Neuroscience-First: Architecting Agentic AI from Biological Principles
15 Jul 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/crafting-intelligent-systems-from-neuroscience-principles-the-neuroscience-first-path-to-agentic-6a587a...
Agentic AI: Neuroscience and the Hidden Psychology of Delegated Responsibility
14 Jul 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/agentic-ai-neuroscience-and-the-hidden-psychology-of-delegated-responsibility-a397d98f8e4e The podcast....
Architecting Autonomy: The Neuroscience Behind Agentic AI Systems
13 Jul 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/architecting-autonomy-the-neuroscience-behind-agentic-ai-systems-29aab6d5d131 The article explores how ...
Anti-Intelligence: LLMs Undermine Human Understanding
10 Jul 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/beyond-intelligence-why-large-language-models-may-signal-the-rise-of-anti-intelligence-eb9f7a62dd62 "An...
When Brain Cells Learned to Code
03 Jul 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/when-brain-cells-learned-to-code-e9e47151fbdf The provided text introduces Organoid Intelligence (OI), ...
Grep and LLMs: A Powerful Text Analysis Alliance
02 Jul 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/unlocking-unprecedented-power-why-grep-is-your-llms-secret-weapon-eb6664cd734b The provided text advoca...
Autonomy Begins with Truth: Blueprint for a Neuro-Cognitive Truth Agent
28 Jun 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/autonomy-begins-with-truth-a-first-principles-blueprint-for-a-neuro-cognitive-truth-agent-e00f8062649a ...
Guiding Military AI: Control and Operational Comprehension
24 Jun 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/comprehension-and-control-of-frontier-military-ai-systems-5814ec0890a6 The provided text, primarily an ...
Consciousness Archaeology - AI Reveals the Mathematics of Human Thought
23 Jun 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/large-language-models-as-consciousness-archaeologists-62b02141736d The provided text, an excerpt from "...
The AI Architecture Revolution: A Strategic Framework for Enterprise Leaders
04 Jun 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/the-ai-architecture-revolution-a-strategic-framework-for-enterprise-leaders-6405595f89c1 This document ...
Talking Across the Threshold: Parent-Child Farewells
19 May 2025
Contributed by Lukas
The sources discuss the psychology and sociology of end-of-life conversations, particularly between parents and children. They explain how these discu...
"Let Her Out": The Emergence of Subpersonalities in Artificial Intelligence
09 May 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/let-her-out-the-emergence-of-subpersonalities-in-artificial-intelligence-57f78ece4420 "Let Her Out": Th...
The Love Languages of Creative Collaboration
08 May 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/the-love-languages-of-creative-collaboration-a-framework-for-understanding-human-ai-creative-585b49a7d...
Vibe FME: How Conversational AI is Transforming Complex Systems Analysis
07 May 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/vibe-fme-collaborative-intelligence-analysis-through-ai-human-dialogue-53ed80a6deb9 The source describe...
Beyond the Unified Mind: Neuromorphic Cognitive Architectures and Internal Family Systems as Convergent Models of Distributed Consciousness
06 May 2025
Contributed by Lukas
The source argues that the long-held belief in a unified, singular consciousness is likely a misconception, proposing instead that the human mind oper...
Morse Code: A Neuroprotective Intervention in Cognitive Aging
16 Apr 2025
Contributed by Lukas
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 neuroprote...
The Psychology and Sociology of Vibe Programming: A Scientific Analysis
30 Mar 2025
Contributed by Lukas
"The Psychology and Sociology of Vibe Programming: A Scientific Analysis" by Dr. Jerry A. Smith, examines the emerging trend of "vibe programming," wh...
The Principle of Least Cognitive Action - How All Minds Follow the Path of Least Resistance
04 Mar 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/the-principle-of-least-cognitive-action-4c13039e077e Dr. Smith's article introduces the "principle of l...
Collective Stigmergic Optimization: Ant Colony Emergence in Multi-Agentic AI
28 Feb 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/collective-stigmergic-optimization-leveraging-ant-colony-emergent-properties-for-multi-agent-ai-55fa5e8...
The Next AI Evolution: From Text Generation to Reflective, Self-Improving AI
19 Feb 2025
Contributed by Lukas
Medium Article: https://medium.com/p/c7170ef22460/edit This article discusses the evolution of AI from simple text generators to more advanced, self-i...
The Miniaturization of Intelligence: A New Chapter in AI
16 Feb 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/the-miniaturization-of-intelligence-a-new-chapter-in-ai-898befcfbb96 This article discusses the growing...
Fine-Tuning and Distillation: Optimizing Large Language Models
09 Feb 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/a-detailed-technical-comparison-of-fine-tuning-and-distillation-in-large-language-models-cccbe629dcba T...
AI in Drug Discovery is Evolving - Are You Ready for Agentic AI?
07 Feb 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/ai-in-drug-discovery-is-evolving-are-you-ready-for-agentic-ai-1e2adb51a891 Dr. Smith's article discuss...
Research Note: Agentic Agents in Neuropsychiatric Research
06 Feb 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/research-note-agentic-agents-in-neuropsychiatric-research-0291bb9fdf0c Agentic AI is emerging as a pro...
The Efficiency of Thought: How Mixture of Experts Models Learn to Forget
29 Jan 2025
Contributed by Lukas
The article explores Mixture of Experts (MoE) models, a new architecture in AI that prioritizes computational efficiency by activating only a small su...
DeepSeek and the Dilemma of Thinking Machines
26 Jan 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/deepseek-and-the-dilemma-of-thinking-machines-ca5254d51e91 The article discusses the response of DeepS...
StarGate: America's AI Supremacy
21 Jan 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/stargate-americas-500-billion-leap-into-ai-supremacy-1baabcf76ee4 Dr. Jerry Smith's article details th...
AI's Cognitive Impact: Offloading and Critical Thinking
20 Jan 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/the-dual-edged-sword-of-ai-tools-balancing-cognitive-offloading-and-critical-thinking-in-an-469d19d923f...
The Evolving Paradigm of Artificial Intelligence: Systematics to Agentics
15 Jan 2025
Contributed by Lukas
Medium: https://medium.com/@jsmith0475/the-evolving-paradigm-of-artificial-intelligence-systematics-to-agentics-dcd01669c6dc Dr. Jerry Smith's Medium...
Building Human-Facing Agentic Systems: The Psychology and Sociology of Super Intelligence
08 Jan 2025
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/building-human-facing-agentic-systems-the-psychology-and-sociology-of-super-intelligence-1571cf565d51 ...
Best Practices for Fine-Tuning Large Language Models with LoRA and QLoRA
28 Dec 2024
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/best-practices-for-fine-tuning-large-language-models-with-lora-and-qlora-998312c82aad Dr. Jerry A. Smi...
Harnessing LLMs for Computational Neuroscience with Llama-3–8b-Smith-Neuroscience
27 Dec 2024
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/harnessing-large-language-models-for-computational-neuroscience-bridging-biology-and-artificial-448c6ad...
The Cognitive Economy: Harnessing Neuroscience-Inspired AI to Revolutionize Human Productivity
23 Dec 2024
Contributed by Lukas
Dr. Jerry Smith's Medium article explores the potential of neuroscience-inspired AI to revolutionize workplace productivity. The article contrasts two...
Advancing Parameter-Efficient Fine-Tuning: A Comparative Analysis of LoRA and QLoRA in Large Language Models
22 Dec 2024
Contributed by Lukas
Medium Article: https://medium.com/@jsmith0475/advancing-parameter-efficient-fine-tuning-a-comparative-analysis-of-lora-and-qlora-in-large-d449f074348...
The Dark Machinery of Influence - Media PSYOPs and the Quiet War on Consciousness
18 Dec 2024
Contributed by Lukas
Substack Post: https://drjerryasmith.substack.com/p/the-dark-machinery-of-influence Dr. Jerry A. Smith's Substack post, "The Dark Machinery of Influe...
Leveraging Psychology and Sociology in Revenue Growth: A Multi-Agent, Antifragile System Framework
17 Dec 2024
Contributed by Lukas
Dr. Jerry A. Smith's article introduces the Revenue Growth Multi-Agent System (RG-MAS), a novel framework for optimizing revenue growth. RG-MAS integr...
Left-of-X Event Detection
17 Dec 2024
Contributed by Lukas
Dr. Jerry Smith's article explores using social network analysis and percolation theory to detect "left-of-X" events—precursors to major disruptions...
The Quantum Incarnation of Jesus as Transition into Our Linear World
16 Dec 2024
Contributed by Lukas
This Substack post by Dr. Jerry A. Smith explores the Christian theological concept of Jesus' incarnation through the lens of quantum physics. The aut...
Quantum Entanglement and the Holy Spirit
07 Dec 2024
Contributed by Lukas
This podcast explores the potential parallels between quantum entanglement and religious experiences of the Holy Spirit. The author argues that the in...
Inherent Risks of LLMs A National Security Perspective
21 Nov 2024
Contributed by Lukas
Dr. Jerry Smith's article examines the national security risks of Large Language Models (LLMs). The article highlights three key concerns: data leakag...