Leading with Human Agency

Jacksonville, FL
Joined November 2011
Big AI breakthrough this morning: The four stages of Learning-through-the-loop (new term) are Orient, Develop, Assessment, and Re-enter. These are our keys for responsible AI.
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Created Coevolutionary RAG to compliment VARK-G
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Carlton Robinson retweeted
The hottest job for the next five years is going to be the agent operator. They don't need to be an engineer. They can walk into marketing, legal, or life sciences research and actually make agents work for that function. Required skills: > MCPs > CLIs > Writing skills (the file kind) > agents.md fluency > Business acumen None of this is in any CS curriculum today. Soon, enterprises will be pressured to redesign their workflows for agents, not for people. And when that happens, agent operators will be in massive demand.
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The lineage of Lean: Lean Manufacturing, Lean Startup, and Lean Enterprise. Jacksonville will add to this lineage at its Future of Work with AI Showcase on April 15th.
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We will showcase the new methodology at Jacksonville's Future of Work: With AI Showcase members.jaxchamber.com/event…
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Cognitive Lean as an application to LS and LE transforms them to Cognitive Lean Startup and Cognitive Lean Enterprise representing the advancements of the 5th Industrial Age.
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I created a Cognitive Lean Loop to advance the Lean Startup Method based on thousands of iterations here in Jacksonville, FL. This provides a new application for both the Lean Startup and Lean Enterprise.
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The Fifth Industrial Revolution: Cognitive Age gives us a unique opportunity to vertical integrate AI within past innovations.
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If we look back we see an emphasis optimizing production systems > products/services > value streams.
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Where Lean Startup optimized products and services through iteration, Lean Enterprise optimizesvalue streams through flow and waste reduction.
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Lean Startup and Lean Enterprise were both innovation catalyst of the 4th Industrial Revolution
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Lean Manufacturing was a catalyst for innovation during the 3rd Industrial Revolution by optimizing production systems.
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2026 Goal: Promote a Human Centered AI (HAI) Covenant for Entrepreneur Support.
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Carlton Robinson retweeted
Happy birthday Bitcoin. 17 years since the genesis block.
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Coevolutionary.AI Hypothesis completes the 842 Loop and Runbook. Compliments/advances the Lean Startup's value and growth hypotheses for a new frontier of entrepreneuring.
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Inovet.it-RLHF is the next evolution of entrepreneur support in JAX Bridges. Great sessions today transforming entrepreneur counseling.
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Entrepreneur Connectome Sixth Layer: Regenerate = (Compute + Prescribe) × VARK(AI) → a priori Cognitive Reframe
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FoE Operating System
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Cognitive Lean Loop Matrix advances the Lean Startup Method
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