エピソード

  • The Pragmatist’s Guide to the Next Human Epoch

    The Pragmatist’s Guide to the Next Human Epoch
    2026/05/15
    This article explores how humanity can navigate a civilisational rupture caused by rapid artificial intelligence development and ecological decay. Author Greg Twemlow builds upon Otto Scharmer's concept of a Second Axial Age, arguing that we must transition toward a regenerative society that views the natural world as sacred. To survive this shift, Twemlow introduces Breakout Autonomy, a strategy for individuals to use technology as a lever without losing their unique human judgment. He advocates for the Human Pause, a deliberate practice of reflection and accountability to resist the automated pressures of modern capitalism. Ultimately, the text serves as a pragmatic guide for maintaining personal sovereignty and building ethical "islands of coherence" amidst global chaos. Read the article.

    About the Author - Greg Twemlow writes and teaches at the intersection of technology, education, and human judgment. He works with educators and businesses to make AI explainable and assessable in classrooms and boardrooms — to ensure AI users show their process and own their decisions. His cognition protocol, the Context & Critique Rule™, is built on a three-step process: Evidence → Cognition → Discernment — a bridge from what’s scattered to what’s chosen. Context & Critique → Accountable AI™. © 2025 Greg Twemlow. “Context & Critique → Accountable AI” and “Context & Critique Rule” are unregistered trademarks (™).
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    19 分
  • Hollowing of the Human Abstraction Stack

    Hollowing of the Human Abstraction Stack
    2026/05/11
    This article explores the Hollowing of the Human Abstraction Stack, a phenomenon where AI is rapidly automating the middle layers of knowledge work such as production, translation, and verification. While companies capture efficiency dividends by replacing these roles, the author warns that this dismantles the traditional apprenticeship pathway through which junior workers once developed professional judgment. This structural shift creates a crisis for households, as displaced professionals face occupational downgrading and the loss of income in an increasingly expensive economy. To remain economically viable, individuals must perform a Discernment Ascent, moving away from repeatable tasks toward higher-level human judgment and ethical accountability. Ultimately, the text argues that governments and institutions must take ownership of this transition to prevent social costs from falling solely on the family unit. Read the article.

    About the Author - Greg Twemlow writes and teaches at the intersection of technology, education, and human judgment. He works with educators and businesses to make AI explainable and assessable in classrooms and boardrooms — to ensure AI users show their process and own their decisions. His cognition protocol, the Context & Critique Rule™, is built on a three-step process: Evidence → Cognition → Discernment — a bridge from what’s scattered to what’s chosen. Context & Critique → Accountable AI™. © 2025 Greg Twemlow. “Context & Critique → Accountable AI” and “Context & Critique Rule” are unregistered trademarks (™).
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    22 分
  • Reclaiming Cognition from the Slop Firehose

    Reclaiming Cognition from the Slop Firehose
    2026/05/10
    In this article, Greg Twemlow explores the shifting value of human intellect in an era dominated by automated content and artificial intelligence. He argues that constant exposure to social media and digital "slop" causes cognitive surrender, where the brain offloads deep thinking to external networks and loses the ability to retain knowledge. To counteract this, Twemlow introduces the concept of the Discerner Architect, a role focused on reclaiming agency through intentional friction, ethical oversight, and personal accountability. He proposes a Sovereign Discernment Cycle that encourages individuals to disconnect from mindless digital feeds and use AI as a tool for rigorous critique rather than a shortcut for execution. Ultimately, the text asserts that authentic authorship remains the most vital form of resistance against algorithmic noise, serving as the only true proof of human presence. By prioritising clarity over speed, individuals can protect their capacity for independent thought and ensure that technology remains governed by human intent. Read the article.


    About the Author - Greg Twemlow writes and teaches at the intersection of technology, education, and human judgment. He works with educators and businesses to make AI explainable and assessable in classrooms and boardrooms — to ensure AI users show their process and own their decisions. His cognition protocol, the Context & Critique Rule™, is built on a three-step process: Evidence → Cognition → Discernment — a bridge from what’s scattered to what’s chosen. Context & Critique → Accountable AI™. © 2025 Greg Twemlow. “Context & Critique → Accountable AI” and “Context & Critique Rule” are unregistered trademarks (™).
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    21 分
  • Teenagers- Explore Before You Decide

    Teenagers- Explore Before You Decide
    2026/05/09
    The provided text introduces the Explore Before You Decide Kit, a strategic framework designed by Greg Twemlow to assist teenagers in navigating life choices within an AI-driven landscape. Rather than forcing students into premature career paths, the kit encourages a process of structured exploration using AI as a collaborative thinking partner. Through a series of nine iterative stages, including the creation of a Student Context Card and the use of Subject Matter Experts Dialogues, young people can safely test various "Directions" before committing to a formal plan. A central theme is the importance of human agency, requiring students to maintain their own records of learning and consult with Reflection Partners like parents or mentors. Ultimately, the system aims to build discernment and traction, ensuring the next generation can adapt as professions are continuously redesigned by technology. Read the article.

    About the Author - Greg Twemlow writes and teaches at the intersection of technology, education, and human judgment. He works with educators and businesses to make AI explainable and assessable in classrooms and boardrooms — to ensure AI users show their process and own their decisions. His cognition protocol, the Context & Critique Rule™, is built on a three-step process: Evidence → Cognition → Discernment — a bridge from what’s scattered to what’s chosen. Context & Critique → Accountable AI™. © 2025 Greg Twemlow. “Context & Critique → Accountable AI” and “Context & Critique Rule” are unregistered trademarks (™).
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    18 分
  • The Career Plan Is No Longer Fit-for-Purpose

    The Career Plan Is No Longer Fit-for-Purpose
    2026/05/08
    In our AI-mediated world, traditional career plans are no longer sufficient to guide young people toward a stable future. Greg Twemlow argues that because AI is redesigning every profession, students must shift from seeking fixed pathways to building earned orientation through a combination of Direction and Traction Plans. While a direction provides a general sense of where one is heading, a Traction Plan focuses on developing personal agency, human judgment, and visible evidence of one's ability to adapt. This approach prioritises authorship, ensuring that individuals remain the primary decision-makers even when using sophisticated digital tools. Adults must move away from offering hollow reassurance and instead become bridge-builders who facilitate real-world experiences and experiential learning. Ultimately, the goal is to foster confidence-by-evidence, allowing the next generation to navigate an uncertain economy with the skills to remain relevant and capable. Read the article.

    About the Author - Greg Twemlow writes and teaches at the intersection of technology, education, and human judgment. He works with educators and businesses to make AI explainable and assessable in classrooms and boardrooms — to ensure AI users show their process and own their decisions. His cognition protocol, the Context & Critique Rule™, is built on a three-step process: Evidence → Cognition → Discernment — a bridge from what’s scattered to what’s chosen. Context & Critique → Accountable AI™. © 2025 Greg Twemlow. “Context & Critique → Accountable AI” and “Context & Critique Rule” are unregistered trademarks (™).
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    25 分
  • For 200+ Years, Capitalism Needed Humans

    For 200+ Years, Capitalism Needed Humans
    2026/05/07
    Greg Twemlow explores a critical shift in capitalism where artificial intelligence is rapidly eliminating the entry-level roles that historically served as practical apprenticeships for young people. He argues that while schools still provide academic foundations, the "conversion mechanism" into adulthood is breaking because AI now performs the foundational tasks where beginners once developed professional judgment and confidence. This transition creates a structural gap that leaves future graduates, such as the class of 2028, without a clear path to meaningful employment. Twemlow asserts that capital values efficiency over human development, meaning society cannot rely on market forces to protect the next generation's growth. To counter this, he calls for a new "formation plan" and an AI-Era Apprenticeship Guarantee that prioritises human mentorship and real-world problem-solving over mere technical literacy. Ultimately, the text warns that without deliberate social architecture, technology will dismantle the traditional bridge between education and a dignified adult life. Read the article.

    About the Author - Greg Twemlow writes and teaches at the intersection of technology, education, and human judgment. He works with educators and businesses to make AI explainable and assessable in classrooms and boardrooms — to ensure AI users show their process and own their decisions. His cognition protocol, the Context & Critique Rule™, is built on a three-step process: Evidence → Cognition → Discernment — a bridge from what’s scattered to what’s chosen. Context & Critique → Accountable AI™. © 2025 Greg Twemlow. “Context & Critique → Accountable AI” and “Context & Critique Rule” are unregistered trademarks (™).
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    19 分
  • Human Judgment Can Survive and Thrive in the Age of AI

    Human Judgment Can Survive and Thrive in the Age of AI
    2026/04/29
    Greg Twemlow explores the critical need to preserve human judgment as artificial intelligence becomes increasingly capable of producing fluent, effortless content. He argues that relying on machine speed can lead to cognitive atrophy, where our mental faculties weaken due to a lack of active engagement. To counter this, the author introduces the Context & Critique Rule™, a disciplined framework designed to slow down digital interactions and ensure individuals remain the true authors of their work. This method encourages users to define their specific goals and rigorously test machine outputs against human ethics and logic. Ultimately, the text suggests that the greatest challenge of the AI era is not machine advancement, but whether humans will strengthen their discernment or merely become passive operators. Twemlow views this intentional cultivation of the mind as a vital design problem for surviving and thriving in a technology-driven world. Read the article.

    About the Author - Greg Twemlow writes and teaches at the intersection of technology, education, and human judgment. He works with educators and businesses to make AI explainable and assessable in classrooms and boardrooms — to ensure AI users show their process and own their decisions. His cognition protocol, the Context & Critique Rule™, is built on a three-step process: Evidence → Cognition → Discernment — a bridge from what’s scattered to what’s chosen. Context & Critique → Accountable AI™. © 2025 Greg Twemlow. “Context & Critique → Accountable AI” and “Context & Critique Rule” are unregistered trademarks (™).
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    18 分
  • Human Judgment in the Age of AI

    Human Judgment in the Age of AI
    2026/04/26
    Greg Twemlow’s work explores the necessity of strengthening human judgment as artificial intelligence becomes more integrated into professional and educational life. He introduces The Cognition Ignition Wheel™, a framework comprising five interdependent domains—Personal Agency, Leadership Judgment, Cognitive Capability, Experiential Cognition, and Creative Thinking—to ensure individuals remain the true authors of their decisions. At the heart of this system is a diagnostic matrix designed to distinguish between genuine intellectual effort and the mere synthetic fluency produced by machines. The author warns that the greatest threat of the AI era is the atrophy of critical thinking, urging a shift toward accountable collaboration where technology enhances rather than replaces the human mind. Ultimately, these sources provide a structured methodology for preserving cognitive sovereignty and ensuring that human accountability remains visible and robust. Read the article.

    About the Author - Greg Twemlow writes and teaches at the intersection of technology, education, and human judgment. He works with educators and businesses to make AI explainable and assessable in classrooms and boardrooms — to ensure AI users show their process and own their decisions. His cognition protocol, the Context & Critique Rule™, is built on a three-step process: Evidence → Cognition → Discernment — a bridge from what’s scattered to what’s chosen. Context & Critique → Accountable AI™. © 2025 Greg Twemlow. “Context & Critique → Accountable AI” and “Context & Critique Rule” are unregistered trademarks (™).
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    21 分