エピソード

  • Why Humans Need Never Outsource Their Thinking to AI

    Why Humans Need Never Outsource Their Thinking to AI
    2025/07/03
    Greg Twemlow’s article, "Why Humans Need Never Outsource Their Thinking to AI," proposes a framework for ethical, human-led AI integration, moving beyond AI as merely a fast answer-provider. The core concept introduces the Discerner Architect, a human role responsible for strategic oversight and ethical judgment when collaborating with AI systems. This framework, termed Human-Designed Collaborative Scaffolding, employs an AI Orchestrator managing a Virtual Specialist Panel of diverse AIs, with all processes transparently presented via a Glass Box. The author uses the character arc of Buzz Lightyear to illustrate the transformation from mindless protocol-following to becoming a Discerner Architect, emphasising the importance of moral responsibility and deep questioning. The article details a Bias-Aware Assessment (BAA) case study in recruitment, demonstrating how this intentional friction within the process leads to more considered decisions, culminating in a continuous Discernment Cycle for ongoing strategic adaptation. Read the article.
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    18 分
  • Composing Humanity's Future in the AI Age

    Composing Humanity's Future in the AI Age
    2025/06/30
    Greg Twemlow's article "Compose Humanity's Future in AI's Defining Moment" argues that humanity faces a new form of stagnation driven by an over-reliance on Artificial Intelligence (AI), where humans abdicate their agency, assuming AI will solve everything. Twemlow contrasts this with Peter Thiel's view on stagnation, asserting that AI-induced human passivity is more insidious as it superficially appears as progress. He proposes that a new archetype, the "Composer," is needed, someone who doesn't program AI but rather conducts it by defining purpose and asking profound questions. The article then outlines four frameworks and five practical "movements" for individuals to reclaim human agency and foster creativity, ensuring humanity directs AI towards meaningful civilisation goals rather than becoming passive observers of a future they didn't consciously choose. Read the article.
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    13 分
  • Harmonic Authenticity Reclaims Human Agency

    Harmonic Authenticity Reclaims Human Agency
    2025/06/29
    Greg Twemlow's article, “Synthetic Reality Saturation” is Eroding Human Agency, published on Medium in June 2025, proposes a novel solution to the crisis of artificial content overwhelming authentic human expression. Twemlow argues that rather than focusing on detecting synthetic content, we should identify the "harmonic signature" that defines genuine human expression, drawing a parallel to the mathematical principles of music theory. He introduces the concept of five "keys"—Foundational, Development, Challenge, Connection, and Expression—that form a unique harmonic profile for each individual. Ultimately, Twemlow suggests that while AI contributes to "Synthetic Reality Saturation," it can also serve as an "harmonic archaeologist," assisting individuals in discovering their unique signature and reclaiming their "compositional agency" in an increasingly synthetic world. Read the article.
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    15 分
  • The Harmonic Theory of Human Authenticity

    The Harmonic Theory of Human Authenticity
    2025/06/29
    Greg Twemlow's article introduces "The Harmonic Theory of Human Authenticity", proposing a mathematical framework to identify and map genuine human expression in the digital age. The author, Greg Twemlow, argues that authentic human output possesses unique "harmonic signatures" derived from lived experience, which can be detected and differentiated from increasingly sophisticated synthetic content generated by AI. This theory suggests that by understanding these harmonic principles, rooted in concepts like the Circle of Fifths from music theory, individuals can not only verify authenticity but also enhance their own agency and self-determination. The research outlines a multi-layered analysis architecture that uses AI as a "harmonic archaeologist" to uncover these complex patterns, ultimately aiming to restore authentic connection in an environment saturated with artificial reality. Read the article.
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    15 分
  • The Keystone Manifesto - A Stand for Human Reality

    The Keystone Manifesto - A Stand for Human Reality
    2025/06/26
    Greg Twemlow's "A Stand for Human Reality: The Keystone Manifesto" addresses the diminishing trust in visual information due to the influx of AI-generated content, termed the "Great AI Sloppification." Twemlow argues that this societal shift creates widespread anxiety and decision fatigue, as humans are naturally inclined to believe what they see. The article highlights how AI's ability to produce vast amounts of cheap, commodity content threatens the economic viability of human creators, potentially leading to social fragmentation and a generation ill-equipped to discern truth. To counter this, Twemlow proposes "Keystone Context Xperience," a human-centric framework for verifying content that prioritises authentic human experience, niche expertise, and vulnerable storytelling, offering a "lighthouse" for creators in this new digital landscape. Ultimately, the manifesto calls for a rebuilding of trust based on transparency and human curation to preserve shared reality. Read the article.
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    11 分
  • A Blueprint for Cognitive Sovereignty in the AI Age

    A Blueprint for Cognitive Sovereignty in the AI Age
    2025/06/26
    Greg Twemlow's article, "A Blueprint for Cognitive Sovereignty in the AI Age", presents a forward-thinking perspective on the intersection of AI and human cognition. The author responds to concerns about AI's potential to diminish critical thinking, particularly voiced by Brian Klaas, by proposing a proactive approach rather than a retreat. Twemlow introduces the concept of "cognitive sovereignty", advocating for a path where individuals utilise AI to enhance their intellect instead of allowing it to automate their thinking processes. The article outlines practical steps for students and educators to become "composers" with AI, fostering deeper engagement and creativity. Ultimately, the text argues that the current era is a crucial opportunity to redefine the human relationship with AI, empowering individuals to amplify their potential. Read the article.
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    12 分
  • When the Computer Science Ladder Cracks

    When the Computer Science Ladder Cracks
    2025/06/26
    The provided text, an article titled "When the Computer Science Ladder Cracks" by Greg Twemlow, explores the profound impact of advanced AI on the software development industry and computer science education. It highlights how AI, like GitHub Copilot and Apple Intelligence, is automating traditional coding tasks, leading to a decline in junior developer jobs and CS enrolments. The article introduces the concept of a "Problem Definition Architect" (PDA) as a crucial new role, focusing on human skills like strategic vision, ethical sentryship, and creative problem-framing that AI cannot replicate. Furthermore, it discusses the potential for a "hardware chasm" where access to on-device AI creates digital inequality and underscores the importance of CS + X curricula to equip individuals for this evolving landscape. The piece contrasts the success of adopting these new "PDA" skills with the negative consequences of resisting the shift, illustrating the importance of adaptability in the face of technological change. Read the article.
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    23 分