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  • The Seeker’s Protocol - Author Yourself in an AI-Mediated World

    The Seeker’s Protocol - Author Yourself in an AI-Mediated World
    2025/04/14
    Greg Twemlow's article, "The Seeker's Protocol," addresses the increasing influence of AI in defining individual identities and advocates for a proactive approach to self-definition. Twemlow introduces the concept of a "Seeker," an individual who actively authors their identity rather than passively allowing algorithms to do so. To aid in this process, he presents the Personal Ethics Schema (PES), a structured framework for articulating one's core values and beliefs. Complementing this is the Personal Ethics Protocol (PEP), which governs who has access to this defined identity. Ultimately, the article encourages readers to take control of their narrative in an AI-mediated world by intentionally curating and protecting their true selves. Read the article.
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    17 分
  • Welcome to the Metaphorical Gallery of You

    Welcome to the Metaphorical Gallery of You
    2025/04/13
    Greg Twemlow's article introduces the concept of a "Metaphorical Gallery of You," embodied in a Personal Ethics Schema (PES) and Protocol (PEP). This framework encourages individuals to proactively curate a digital representation of their values and principles to ensure AI understands them accurately rather than inferring identity from potentially misleading online data. Twemlow argues that AI will construct flawed perceptions without this self-defined gallery, leading to unfair or inaccurate assessments. He positions the PES as a crucial tool for individual agency in an AI-driven world. He suggests widespread adoption could lead to more ethical and innovative AI systems, benefiting society. Ultimately, the article is a call to action for individuals to take control of their digital identity and contribute meaningfully to the data landscape that shapes AI's understanding of humanity. Read the article.
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    12 分
  • What You Didn’t Know You Didn’t Know About Agentic AI

    What You Didn’t Know You Didn’t Know About Agentic AI
    2025/04/13
    Greg Twemlow's article introduces the concept of a Personal Ethics Schema (PES) and its companion, the AI Behavioral Ally©, as crucial tools in an increasingly agentic AI-driven world. The PES is described as a structured, self-authored definition that allows AI agents to understand an individual ethically, moving beyond assumptions based on potentially inaccurate data. The AI Behavioral Ally©, a custom GPT, assists users in developing their PES through a reflective looping process. Twemlow highlights the importance of intentional self-definition to ensure AI agents perceive individuals accurately, respecting their values and intentions. Ultimately, the PES and its AI Behavioral Ally© empower individuals with sovereignty over their AI interactions, preventing agents from forming potentially flawed interpretations based on internet clickstreams and social media. Read the article.
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    14 分
  • The Human Sovereignty Protocol

    The Human Sovereignty Protocol
    2025/04/12
    Greg Twemlow's article introduces the Human Sovereignty Protocol, centred on the concepts of the Personal Ethics Schema (PES) and Personal Ethics Protocol (PEP). The author argues that as AI systems increasingly shape our lives, individuals need control over how they are understood and represented digitally. PES is defined as a user-authored embodiment of their ethics and values, while PEP dictates how AI agents can access and utilise this schema. Twemlow posits that PES-PEP© is crucial for maintaining human agency and preventing AI from reducing individuals to mere data points, particularly in sensitive areas like healthcare and finance. This framework aims to ensure accountability and human control in an agent-mediated world. Read the full article.
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    13 分
  • The Human Control Layer in the Agentic AI Stack

    The Human Control Layer in the Agentic AI Stack
    2025/04/12
    Greg Twemlow's article introduces the PES-PEP© framework (Personal Ethics Schema and Protocol) as a crucial Human Control Layer for agentic AI. The author argues that in a future dominated by AI agents, individuals need a structured and owned ethical identity to ensure legibility, governance, and protection. Twemlow presents his own Custom Context CV (C-cubed) as a prototype and explains the key components of the PES and PEP, emphasizing user control and ethical alignment in AI interactions, particularly highlighting a use case in unbiased recruitment. Ultimately, the article positions PES-PEP© as essential for humans to remain relevant and safe in an AI-driven world. Read the article.
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    15 分
  • Never Be Afraid to Hang Your Art on the Wall

    Never Be Afraid to Hang Your Art on the Wall
    2025/04/11
    Greg Twemlow's article encourages creatives to overcome their fear and publish their work, asserting that clarity and growth arise from the act of sharing, not from perfect planning. He uses the analogy of "hanging your art on the wall" to represent the vulnerability and courage required to release creative output. Twemlow argues that publishing isn't about the absence of fear but rather about acknowledging it and proceeding anyway, highlighting that the true value lies in the act of release and the subsequent learning and connection. He emphasises that waiting for perfection or importance delays the very clarity creators seek and that engaging with their work publicly, even with imperfections, fosters growth and meaning. Ultimately, the piece champions bravery over silence, positioning publishing as a continuous process of creation, reflection, and personal evolution. Read the article.
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    18 分
  • AI Just Validated Everything That’s Wrong About Education

    AI Just Validated Everything That’s Wrong About Education
    2025/04/11
    Greg Twemlow's article argues that a new AI training method, RARE (Retrieval-Augmented Reasoning), validates the long-held belief that education should prioritise deep thinking over mere memorisation. This AI paradigm shift, inspired by Bloom's Taxonomy, focuses on enabling AI to retrieve information for reasoning rather than storing vast amounts of data. Twemlow contends that this mirrors how effective human cognition works and highlights the flaws in an education system obsessed with rote learning and recall. He suggests that RARE demonstrates the importance of cultivating critical thinking and contextual application, advocating for assessments that measure a learner's ability to reason with information. Ultimately, Twemlow sees this AI development as a validation for educators striving to shift the focus from knowledge accumulation to cognitive adaptability and the ignition of creative thought. Read the article.
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    11 分
  • Why Every AI Agent Stack Needs a Human Schema

    Why Every AI Agent Stack Needs a Human Schema
    2025/04/11
    This article introduces the concepts of a Personal Ethics Schema (PES) and a Personal Ethics Protocol (PEP), arguing they are essential for a complete AI agent stack. The author posits that while existing protocols like MCP and A2A enable agents to connect with tools and each other, PES-PEP provides the crucial human layer by allowing individuals to express their values in a machine-readable format. This human-facing layer aims to ensure AI agents act ethically and in alignment with human intentions. The author's personal experience developing a "Custom Context CV" highlighted the need for this philosophical infrastructure to ensure AI understands and respects individual values. Consequently, PES and PEP are presented as vital for accountability and preventing undesirable outcomes in a world increasingly shaped by autonomous AI. Read the article on Medium.
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    21 分