Evidence → Cognition → Discernment™️ - Your Pathway to AI Leadership

Greg Twemlow explores the critical need for a parallel trust protocol that captures the reasoning process behind decisions made by both humans and machines. He argues that modern software and education systems suffer from a structural flaw by prioritising final outputs while discarding the logic and context that produced them. To address this, Twemlow introduces the Context & Critique Rule™, a framework designed to slow down interactions and foster human agency through a visible decision trace. This human-centric approach mirrors the emerging Context Graph technology in Silicon Valley, which aims to make AI agents more explainable and less brittle. By transforming th...

Greg Twemlow argues that relying on pre-written prompt libraries is an ineffective AI strategy because it prioritises increased output over genuine human cognition. He suggests that simply distributing instructions leads to organisational drift, where the volume of content grows while shared judgment and quality standards decline. To combat this, he proposes the Context & Critique Rule, a discipline that ensures users maintain intellectual ownership by establishing context and applying rigorous evaluation before adopting AI results. His leadership briefing aims to shift organisations from mere tool adoption toward cognitive coherence, ensuring that AI use is grounded in transparent thinking rather than hollow...

Greg Twemlow introduces the Context & Critique SI Library™, a structured framework designed to move beyond shallow AI interactions by enforcing a rigorous "Context → Draft → Critique → Revise" loop. This system utilizes a stable Core System Instruction alongside modular "Module Cards" to ensure that human judgment and accountability remain central to the creative process. By categorising work through specific modes, stakes, and phases, the library helps users maintain transparency and traceability in their decision-making. A key feature, the "Wall" threshold, acts as a final integrity check to guarantee that any shared output is credible and reflects the author’s authentic voice. Ultimately, the method...

Greg Twemlow explores the essential role of structured methodology in safeguarding human meaning and authorship against the rapid, machine-driven pace of artificial intelligence. He draws a striking parallel between the rule-bound techniques of 4,000-year-old Texas rock art and the modern need for cognitive protocols to navigate the widespread diffusion of AI. By comparing ancient artistic consistency to contemporary system instructions, the author argues that repeatable sequences and human-scaled rhythms are vital for preserving judgment over mere speed. His IB137 framework serves as a modern scaffold, offering a disciplined thinking process that prevents automated fluency from replacing genuine individual discernment. Ultimately...

In this creative narrative, author Greg Twemlow imagines a meeting in Havana with Thomas Hudson, the protagonist of Ernest Hemingway’s posthumous novel Islands in the Stream. Their conversation serves as a vehicle to explore Twemlow’s Earth Mother Manifesto, which posits that modern humanity suffers from a profound sense of civilisational orphanhood due to its detachment from the natural world. By pairing his philosophy with Hudson’s stoic grief, the author argues that we have mistakenly traded a sacred connection to nature for mere resource extraction. The dialogue emphasises that the environment is a sovereign divinity rather than a proper...

Greg Twemlow argues that the dominance of major retail aggregators like Amazon is being threatened by the rise of AI buying agents. These autonomous bots allow consumers to engage in "headless" commerce, bypassing traditional digital storefronts to purchase goods directly from manufacturer databases. While this shift eliminates the "middleman tax" and restores brand sovereignty, it removes the trust layer and logistical efficiency provided by large platforms. The author suggests that smart contracts will likely replace traditional consumer protections, though the push for direct-to-consumer shipping may lead to increased environmental costs. Ultimately, the friction of manual checkout is the only remaining...

B137 is a specialized educational protocol designed to prioritise human discernment and logical reasoning in an era of rapid artificial intelligence. The program begins as a ninety-minute professional development session for teachers, who then transfer these critical thinking techniques directly to their students across various academic subjects. By employing the Context & Critique Rule™, the method intentionally slows down the interaction with technology to ensure that individuals remain the true authors of their work. Rather than focusing on technical software skills, this approach fosters defensible logic and academic integrity by making the thinking process visible and assessable. Ultimately, the framework serves as...

In this collection of essays, Greg Twemlow explores the necessity of maintaining human authorship and personal agency as artificial intelligence becomes deeply integrated into society. He argues that users must resist the machine’s rapid pace to protect the authentic tempo of human consciousness through deliberate reflection. Central to his philosophy is the Context & Critique Rule™, a framework designed to transform individuals from passive recipients of AI output into critical architects of meaning. By analysing his own digital archive, Twemlow demonstrates how AI can serve as a mirror, exposing gaps between one's stated values and lived reality. Ultimately, the work serv...

The provided text is an excerpt from a Medium article by Greg Twemlow titled "Covenants of a Gathered Life," which is Part 3 of his series on "A Gathered Life." Twemlow discusses his "Breadcrumbs project," an archival method where he collects decades of digital artefacts to resist the fragmentation of the self caused by modern life. He explains that by arranging these artefacts without premature analysis, visible, recurring evidence emerges, transitioning the project from passive reflection to an active responsibility for authorship. This process led him to identify his core contribution—building scaffolds and protocols to protect human cognition and maintain ac...

The provided text, an article by Greg Twemlow, focuses on shifting the human-AI interaction from mere prompting to a deeper, more reflective partnership. The author argues that the main obstacle to meaningful AI use is the tendency for humans to rush their thinking, operating at a machine-like tempo rather than a natural, reflective pace. To achieve what he terms "Deep Human+AI Collaboration™" and "Human+AI Deep Cognitive Partnership™," individuals must slow down and engage in a recursive cycle—context, articulation, critique, reflection, iteration—which he identifies as the "mechanism of emergent insight." This process ensures that the human provides the nece...

The source is an excerpt from a multi-part article by Greg Twemlow titled "How I Assembled the Portrait of Me," where he describes a process of self-examination that prioritises digital evidence over personal memory. Twemlow argues that a life's true shape is revealed not through recollection, which is often selective and interpretive, but through a cumulative archive of digital "breadcrumbs," such as articles, projects, and correspondence. This method, which leverages artificial intelligence for clustering and analysis at scale, applies his "Context & Critique Rule" to ensure that discernment and meaning only emerge after all available evidence has been objectively assembled. The...

The provided text, an excerpt from Greg Twemlow’s thesis "Designing the Lost Apprenticeship of Adulthood," articulates the contemporary collapse of a "synchronised" pathway into maturity, arguing that this developmental structure, which provided clear milestones and societal rhythms in the past, no longer exists. Twemlow posits that this loss of scaffolding has caused a generational "drift" among young people (Gen Z and Gen Alpha), who are moving from a highly structured childhood into a chaotic, asynchronous adult world, often mediated by AI. To counter this, the author proposes a "Sovereignty Studio" metaphor—a new, deliberate, and co-designed developmental architecture built on f...

The source is a detailed article written by Greg Twemlow, detailing his experience building a minimal, reusable text snippet application called TexoLab by leveraging artificial intelligence tools. He explains that, despite a previous inability to embrace traditional coding, he successfully created this application by focusing solely on describing the desired behaviour and functionality of the tool in plain language. The core of his collaborative process involved ChatGPT generating the complete code files (HTML, CSS, JavaScript) from these descriptions, and the code editor Cursor serving as the workspace for testing and running the single-file application. Twemlow emphasises the KISS (Keep It...

The provided source, an article by Greg Twemlow, argues that creativity is the innate state of the human mind, suggesting that the perceived decline in creativity is not due to a genuine loss but to systematic pressures from schooling and work environments that favour synchronous thinking over the mind's natural, asynchronous rhythm. Twemlow contends that this societal pressure forces people to internalise self-doubt, leading them to believe they are not creative. The author positions Artificial Intelligence (AI) not as a threat but as an ally in rediscovering this inherent creativity, particularly because AI's endless availability and patience can accommodate the...

The text, an excerpt from an article by Greg Twemlow titled "The Geometry of Curiosity," presents a thought experiment where the 16th-century artist Leonardo da Vinci and the 18th-century polymath Ruđer Bošković meet outside of time, orchestrated by AI, to discuss their work. Twemlow explores the concept of intergenerational geometry, arguing that Leonardo's focus on the geometry of the visible (bodies, structures, load paths) and Bošković’s focus on the geometry of the invisible (dimensionless points, attraction, and repulsion forces) are two complementary views of the same underlying structure of reality. The author draws a parallel between Boškovi...

The provided text, an article titled "Bauhaus for the Mind: Why Creativity Begins With Reflection," argues that genuine creativity stems from deliberate reflection and attention, not from speed or talent. The author, Greg Twemlow, draws a deep connection between the philosophy of the Bauhaus design school, which focused on the slow study of materials and perception, and the proper use of Artificial Intelligence (AI) today. He posits that AI serves as a "mirror" or a "modern muse," accelerating the process of reflection by providing immediate feedback that forces creators to clarify their true intentions and confront their cognitive patterns, rather...

The source material critiques the common approach of using AI merely for "Acceleration," arguing this tactic only speeds up inefficient "Zombie Processes" trapped within the "App Swamp" of siloed Software-as-a-Service (SaaS) tools. Instead, the author advocates for "Power AI" and "The Great Decoupling," which fundamentally re-architects operations by separating Data (truth) from Interfaces (friction). This separation is achieved through Sovereign Agents that use APIs to bypass user interfaces and harvest unified information directly from systems, rendering the traditional silo structure irrelevant. This new architecture of work is governed by three mandates—Discern, Automate, Author—where humans graduate from being mere "User...

The source introduces Greg Twemlow’s framework, the Sovereign Story Stack™, which is a methodical approach to gathering the scattered evidence of a modern life into one coherent account. Twemlow argues that identity often disperses across digital platforms and seasons, prompting this project as a necessary counter-movement against that quiet scattering, driven by clarity rather than nostalgia. The first part of this series focuses on mapping the locations of these fragmented breadcrumbs—including emails, photo metadata, and ChatGPT histories—and detailing how AI is employed as an instrument, not a narrator, to accelerate the process of discovery. For sovereignty and durabili...

The text details the development and architecture of IB137, a specialised two-day Human+AI workshop designed by Greg Twemlow to activate the latent cognitive capacity of Year 10–11 adolescents. This program evolved from an earlier workshop that demonstrated unpredictable "ignition moments," aiming instead to establish a reliable system for cognitive clarity accessible to every student. Structural changes underpin the success, including replacing larger teams with small, accountable Pods and employing a 137 Cognitive Ignition moment to reset the learning environment and suspend typical school expectations. Crucially, the workshop positions AI as a cognitive scaffold—a tool that reflects and stabilises student thinking by s...

The essay by Greg Twemlow posits that humanity is suffering from a "Great Forgetting," rooted in the refusal to recognise the Earth Mother’s sacred nature, which has resulted in systematic ecological destruction, or "matricide." This detachment was cemented by a historical convergence of three movements: the legal transformation of land into property, the rise of abstract religion that relocated divinity to a distant heaven, and an Enlightenment philosophy that reduced nature to lifeless mechanisms. The author contends that the concept of an immaterial soul was invented as a philosophical anesthetic, allowing humans to rationalise harming their physical home without be...

The source text, an article by Greg Twemlow, diagnoses the primary threat of widespread Generative AI use as Agency Decay, resulting from the tempting cognitive passivity of the "lukewarm cocoon." Twemlow rejects retreating from the technology and instead advocates that the Pragmatic Majority must adopt discipline, asserting that discernment is the 21st century’s crucial craft. To achieve this, he proposes the Context & Critique Rule™, a formal protocol designed to reintroduce necessary friction and ensure human sovereignty over AI-generated work. This method is based on the Cognitive Pareto, which suggests users must automate the 80% of routine tasks while personally authoring the...

The provided text, an excerpt from an article by Greg Twemlow, presents a framework for Deep Human+AI Collaboration, arguing that effective partnership with artificial intelligence requires humans to change their cognitive tempo rather than focusing solely on better prompting. Twemlow contends that people often approach AI too quickly, mistaking the machine's speed for their own required pace, which ultimately obscures meaningful use cases. The core solution is the Mechanism of Emergent Insight, a recursive human process involving context, articulation, critique, reflection, and iteration, which transforms ambiguity into actionable meaning before the AI is engaged for amplification. This shift ensures...

The provided text introduces Greg Twemlow’s conceptual framework, the Genius Discernment Mirror and its practical application, the Genius Discernment Playbook. This framework is a method for ethical decision-making designed to address the complexity of contemporary problems, or the "polycrisis," where traditional analytical and ethical tools are deemed insufficient. The core of the system is a fusion of Socratic clarity of thought—relentless questioning to expose vague reasoning—and Albert Camus's clarity of conscience—a commitment to moral refusal that prevents rationalised harm. The Playbook operationalises this fusion through a three-movement process that forces users to honestly articulate their choices, confront...

The source, an essay by Greg Twemlow, argues that reflection is a lost human faculty suppressed by industrial and modern synchronous systems that demand constant, instant action. Twemlow proposes that Asynchronous Reflection—a recursive, patient tempo of thought—is essential for cultivating a sovereign mind capable of making sound judgments, especially in an age dominated by Artificial Intelligence (AI). This approach is anchored by a Harmonic Core model, which aligns individual agency, connection to the "Earth Mother" (the living planet), and the use of the Context & Critique Rule as a protocol for structured reflection. By employing AI to handle instantaneous, sync...

The provided text is an excerpt from an essay by Greg Twemlow titled "Mirror, Song, and Cost of Character," which explores how an AI-assisted analysis of his written work forced a moral self-assessment. Twemlow, who previously focused on building ethical frameworks as the "Architect," shares the premise of his song "Just a Person," which champions treating everyone with equal respect, a principle he links to Johann Wolfgang von Goethe’s integrity test. The AI analysis exposed a duality in his writing—the Architect versus the Observer—and revealed that his drive for ethical systems was rooted in a personal fear of irr...

The provided text is an extensive article by Greg Twemlow titled "How to Survive When AI Takes Your Job," which outlines the pervasive economic dislocation caused by artificial intelligence, referred to as "the Machine Republic." Twemlow argues that AI-driven job loss is a structural, not an individual, problem and represents an "AI-Supercycle" that fundamentally breaks the historical link between work, tax, and the state. The author offers a framework for individual survival centred on becoming an "Architect of Accountability," which involves practicing Discernment, Sovereignty, and Accountability in an increasingly automated world. Ultimately, the piece encourages readers, especially those recently replaced...

The provided text is an excerpt from a Medium article by Greg Twemlow titled "Decisive Failures — How Context & Critique Protects Ethical Judgment," which presents his Context & Critique Rule as a protocol for maintaining cognitive and ethical coherence under pressure. Twemlow argues that institutional failures often stem from a loss of the capacity to pause and reflect, rather than from deliberate malice, citing a BBC leadership crisis and associations with Jeffrey Epstein as primary examples. The Context (Yang) phase requires explicitly defining the goal and ethical boundaries of a decision, while the Critique (Yin) phase involves testing the proposed action against th...

The provided text, an article excerpt from Greg Twemlow, advocates for a structured approach to working with Artificial Intelligence, which the author names the Context & Critique Rule™ (C&C). This perpetual protocol is designed to maintain human discernment and authorship in the age of AI by requiring users to explicitly declare their goals and constraints (Context) before generating output and then rigorously verifying and refining that output (Critique). Twemlow introduces the Cognitive Pareto, suggesting that the majority of outcomes are shaped by a small, vital minority of high-stakes decisions (the 20%) that must not be outsourced to AI. The C&C Ru...

The source presents an excerpt from "The Earth Mother Manifesto," authored by Greg Twemlow, which argues that modern civilisation is founded on a catastrophic "Great Forgetting" of the truth that nature is divine. Twemlow asserts that humans are literally the children of the "Earth Mother" and that current practices amount to "matricide," driven by a philosophical ideology he terms "selfish-ism." This destructive path was cemented through a three-part historical pivot: legally, by the Enclosure Acts which defined land as property; religiously, by abstract gods that made extraction holy; and philosophically, by the Enlightenment which reduced nature to a mere mechanism...

The provided source is an essay by Greg Twemlow titled "Philosophy Is the Operating Manual for Freedom," which argues that contemporary education has neglected philosophy, leading to a generation fluent in data but "illiterate in meaning." Twemlow asserts that the study of philosophy is crucial for maintaining autonomy and freedom in a world where technology and algorithms increasingly make decisions for people. The author introduces a proprietary framework called the Context & Critique Rule to counteract this erosion of agency, which involves consciously declaring one's intentions (Context) before engaging with inputs, and then evaluating the results (Critique) to ensure they align...

The provided source, an article by Greg Twemlow titled "AI Optimises for the Wrong Kind of Thinking While Trillions Are Wasted," presents a strong critique of the current architecture of Artificial Intelligence. Twemlow argues that the massive investment in AI is a "monumental miscalculation" because the technology is designed to turbocharge synchronous thinking—linear, sequential, and focused on speed and completion. He contends that this design fundamentally clashes with natural asynchronous human cognition, which is radial, recursive, and relies on pauses and reflection to generate true insight and solve complex problems. The author believes this architectural mismatch explains the current lo...

The provided text is an article by Greg Twemlow titled "The Universal Pattern: Clear, Culturally Aware Communication," which discusses a framework called the Context & Critique Rule™ (C&C) designed for engaging with Artificial Intelligence while preserving human agency. Twemlow was inspired by the film Arrival, recognising that language and communication are not neutral but shape thought and enable coordination across significant differences. The author argues that C&C—where Context involves declaring clear intent before prompting AI, and Critique involves rigorous evaluation of the output—is the systematic method humanity requires to thrive in an AI-mediated world. This protocol, described as a "...

The provided text is an excerpt from a 2025 Medium article by Greg Twemlow titled "Asynchronous Reflection is the Firewall of Sovereignty," which argues that embracing asynchronous reflection—layered, patient thought operating outside external schedules—is essential for preserving human autonomy against the accelerating influence of AI and systemic synchronicity. The author contends that the Great Synchrony Deception, rooted in 250 years of optimising for economic efficiency, has suppressed humanity’s natural cognitive rhythm, leading to an Age of Feeling Powerless. Twemlow proposes that AI can be used as an enabler to offload synchronous tasks, freeing the human mind to practice Context & Critiq...

The provided text is an article by Greg Twemlow from November 2025, detailing his Context & Critique Rule™ as a method for mastering AI and enhancing cognitive performance. This rule advocates for a balanced cognitive rhythm to combat the "AI Productivity Paradox," where powerful tools lead to generic outcomes due to a lack of intention. The Context (Yang) phase involves aiming with care using the C-O-P-T-A mnemonic to provide specific instructions to the AI, while the Critique (Yin) phase requires aligning the output with clarity using the V-I-S-A framework to verify and refine the result. Twemlow argues that this systematic practice restores au...

The source is an excerpt from an article titled "Your Agency Arc: How to Author Independent Thinking," where author Greg Twemlow discusses the critical need to teach students a systematic method for interacting with artificial intelligence. Twemlow introduces the Context & Critique Rule™ (C&C), a two-phase framework—comprising the C-O-P-T-A method for framing context and the V-I-S-A check for systematic critique—designed to move learners from passive acceptance of AI outputs to practised discernment. The article details a four-stage Agency Arc of cognitive development and uses a university workshop as proof that three hours of structured practice can significantly shift studen...

The provided text, excerpts from the article "The Agency Arc: How Teenagers Learn to Author Their Thinking in the Age of AI" by Greg Twemlow, presents a critique of the traditional secondary school system, which the author calls the "Lost Middle," arguing it promotes compliance over genuine self-knowledge. Twemlow proposes a philosophical and pedagogical shift to foster "agency as skill," which is the student's capacity for self-authored learning and ethical autonomy. Central to this transformation is the Context & Critique Rule™, a two-part method where students first articulate their assumptions (Context) and then rigorously test and refine their reasoning (Critique). The au...

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 (™).

The provided text is an essay by Greg Twemlow titled "How I Discovered the Natural World is Our Divinity," published on Medium in October 2025. The author asserts that the natural world itself is the only divinity humanity will encounter, a truth instinctively understood by the Ancients but progressively obscured by Western philosophy. The essay structures its argument around the evolution of ethics, showing how Immanuel Kant replaced faith with abstract reason, Friedrich Nietzsche declared the resulting void after the death of God, and Albert Camus sought meaning through human solidarity ("horizontal ethics") without fully recovering the sacredness of nature. Twemlow...

The provided text is an excerpt from a 2025 Medium article by Greg Twemlow titled "When the Gods Went Missing," which argues that modern civilisation is unsustainable because it has lost the practice of "counsel." Twemlow defines counsel as the ethical exchange between wisdom and power that ensures decisions are guided by conscience, not merely profit or procedure. The author uses the 2018–2019 Menindee fish kill in Australia as a central parable, illustrating how "gross negligence" and administrative indifference resulted from replacing moral care with technical management. The piece further examines how ego, narcissism, and arrogance fuel a culture of acceleration, where sy...

The provided text, an essay by Greg Twemlow titled "The Rise of a Context-Class Society has Begun," argues that OpenAI’s new Atlas browser represents a profound shift by transforming the internet into a cognitive habitat that remembers and mirrors human thought patterns. This transformation is predicted to create a context-class society, where advantage is determined by one's ability to curate and author meaning within the AI-mediated environment, rather than by traditional measures of wealth. Twemlow contends that traditional education, which focuses on recall and standardisation, is obsolete, calling for a redesign that prioritises discernment, ethical reasoning, and co-authorship with sy...

The text consists of excerpts from an article titled "How to Rescue Your Soul in 2025," written by Greg Twemlow, which advocates for a complete and decisive break from AI-powered social media platforms. Twemlow recounts his personal journey of deleting all social media to regain deep focus and creative capacity, arguing that these platforms operate on a false economy of distraction by extracting users' agency and attention. He characterises the experience of leaving as an "act of design" and a "reconstitution of the soul," where the initial silence gives way to unmediated presence and genuine thought, which he terms the "quiet...

The provided text, an article by Greg Twemlow titled "The Machine Republic and the Five Pillars of Sovereign Defence," presents a critical argument that the modern global crisis stems from an obsolete economic philosophy centred on Gross Domestic Product (GDP), which enables authoritarianism and unchecked corporate extraction. Twemlow contends that this flawed metric allows the AI capitalist juggernaut to seize essential resources like water by treating them as uncounted externalities, creating "structural sacrifice zones" out of communities. To counter this "Convergence" of oligarchic power and computational infrastructure, the author proposes a Five Pillars of Sovereign Defence framework, inspired by the...

The provided text is an excerpt from a 2025 Medium article titled "The Fourth American Act: Machine Republic" by Greg Twemlow, which warns that democracy faces a crisis through a phenomenon called “The Convergence.” This Convergence describes the fusion of authoritarian ambition, oligarchic power, and computational infrastructure, where governance is quietly replaced by algorithms and dependence on technology, leading to "infrastructural capture." Twemlow argues that this “Machine Economy”—fuelled by massive investments in AI hardware, likened to a bubble—threatens the middle and working classes by eroding wages and agency, a situation he terms “dark democracy.” To counter this silent coup, the author propo...

The provided text is an excerpt from a 2025 Medium article by Greg Twemlow titled, "Why I Designed a Sovereign Compact for Education," which proposes a complete overhaul of the current education system. Twemlow argues that the architecture of learning must be rebuilt to counter the failures of traditional schooling, which prioritises compliance and synchronous learning over genuine understanding. The proposed solution is the Sovereign Compact for Education™, a framework centred on Seven Declarations that redefine learning as authorship, reflection, and evidence-based accountability. The core mechanisms for achieving this are the Sovereign Ethics Blueprint (SEB), which formalises personal and institutional values, an...

The primary source is an essay by Greg Twemlow outlining a "Third American Act" to reclaim the Republic through a 3Believer Movement, which is a civic blueprint for moral renewal and structural redesign. Twemlow incorporates the ideas of three other sources to define the problem: David Brooks provided the moral context, diagnosing a "miasma of passivity" and the need for a counter social movement; Rachel Maddow offered the evidential context by cataloguing systemic, banal corruption; and Twemlow's own earlier work, "The Making of Fake America," addressed the structural decay of stealth authoritarianism. A fourth element, Twemlow’s "Concrete and Code," de...

The provided text is an excerpt from a 2025 Medium article by Greg Twemlow titled "Concrete and Code: When the AI Investment Bubble Collapses on the People Who Built It," which forecasts a systemic economic crisis. Twemlow argues that the immense, over-leveraged investment in AI infrastructure, likened to a "black-hole economy," lacks a sustainable profit model and is destined to fail. The author predicts that this speculative collapse will lead to widespread financial devastation for ordinary citizens, specifically through retirement accounts and job loss as entry-level positions vanish due to automation. Furthermore, Twemlow connects the impending economic chaos to a political...

The provided text is an excerpt from an essay by Greg Twemlow titled "Before and After the Mirror: How AI Revealed Who I Had Become", which documents an AI-assisted self-analysis of over 500 of his own writings spanning nine years. Twemlow explains that his initial intent was merely to categorise his written work, but the AI's analysis unexpectedly created a personal portrait, revealing his moral tone and blind spots. He identifies 2023 as a hinge year, after which his writing shifted from system-focused, "civic engineer" essays to more introspective, observer-oriented pieces, prompted by the machine's ability to question the underlying fears of...

The provided text is an extensive article by Greg Twemlow from October 2025, titled "In 2025, Universities Have a Lifeline to Relevance," which argues that higher education is facing an existential crisis of relevance and comprehension. The core of the argument is the introduction of the Cognitive Continuity Interface™ (CCI™), a sophisticated conversational architecture designed to enable institutions to listen, reason, remember, and self-correct in real-time. Unlike passive websites or simple chatbots, the CCI is presented as a "living semantic interface" that actively interprets intent, exhibits seven core behaviours of understanding (such as Empathy at Scale and Governance Awareness), and possesses a "Velo...

The provided text is an article titled "A Hidden Score is the Manifesto for a Reconnected World" by Greg Twemlow, which argues that modern global instability stems from a worldview built on three "Great Separations": Humanity and Nature, Machine Logic and Creativity, and Speed and Truth. Twemlow proposes that society must overcome this "Age of Dissonance" by learning to perceive the world's underlying harmonic structure, which he terms the "Hidden Score." The author uses the Circle of Fifths from music theory as a perfect model for integration, illustrating how rigid mathematical structure can unleash infinite creative freedom. Furthermore, the manifesto...

The provided text is an excerpt from a lengthy article by Greg Twemlow titled "Reading Ourselves Back to Life: How Story Develops Agency," which argues that modern education fails students by prioritising compliance and mechanical skills over genuine listening and self-belief. Twemlow asserts that the crisis in literacy is fundamentally a confidence crisis, stemming from industrial-era schooling that neglected the child's first story and sense of belonging. The author advocates for educational reforms centred on storytelling and active reflection—such as the "Book of Presentations" ritual—to build cognitive sovereignty and agency in students, arguing that reading, writing, and listening are...

The provided text is an essay by Greg Twemlow discussing the convergence of his philosophical framework for AI interaction, the Context & Critique Rule™, with empirical research from the Stanford–Polygence TeachLM project. Twemlow argues that the "friction" previously engineered out of technology—such as pauses, questions, and reflection—is actually essential for both human and artificial intelligence to learn deeply, moving beyond mere efficiency. The TeachLM initiative validated this by fine-tuning AI models on authentic tutoring data, which led the AI to demonstrate more human-like, reflective pedagogical behaviour. Twemlow uses these findings to promote his Context & Critique Rule™, which mandates that users...

The provided text, an article by Greg Twemlow titled "The Age of Cognitive Continuity Begins (and the Era of Apps Ends)," introduces the concept of The Age of Cognitive Continuity™, arguing that artificial intelligence is becoming the new Operating System (OS) for human cognition. The author posits that this shift, accelerated by developments like OpenAI Dev Day 2025, marks the end of the "App-Swamp" era, where software interfaces acted as a barrier to human creativity and thought. Instead, the future involves frictionless cognition, where individuals interact with systems through conversation and intent, rather than navigating tools. This transition is predicted to ca...

The provided text, an article from Medium by Greg Twemlow titled "How to Re-Establish Your Value When Expertise Isn’t Enough," argues that the traditional compact between education and employment has been permanently broken due to the accelerating pace of AI automation, leading to a pervasive "Age of Feeling Powerless." Twemlow asserts that professional transformation is mandatory because expertise and university degrees no longer guarantee stability, as complex jobs are being fragmented into small, computable tasks that devalue human input. To counter this, the author proposes a new professional goal: becoming an "Architect of Accountability," which relies on two core pi...

The provided text is an article excerpt written by Greg Twemlow, titled "Installing Your Future-Ready OS™," which proposes a strategic solution for businesses navigating the challenges of increased output due to generative AI. Twemlow asserts that many teams confuse frantic motion for genuine momentum and are at risk of scaling poor judgment at high velocity. The proposed solution is the Future-Ready OS™, a philosophy and shared internal logic, not a piece of software, designed to create clarity and ethical discipline in the workplace. This system is installed through two distinct pathways: the Sovereign Learning Certificate™ for individuals, which teaches reflexes for fr...

The text, an article by Greg Twemlow, explores the profound threat posed by Algorithmic Disintermediation (AD), which substitutes human professional judgement with scalable computation, leading to an immediate collapse in the value of codifiable expertise. The author argues that this phenomenon has escalated from a corporate risk to a personal emergency for individual specialists, exemplified by the case of the AI actress Tilly Norwood, whose existence highlights the vulnerability of standardised professional tasks to the unbundling effect. To survive this crisis, the article mandates a personal strategic pivot called Re-Intermediation (RI), which requires individuals to shift their value proposition from...

The provided text, an article by Greg Twemlow titled "Politics, Capitalism, and AI are Forging the ‘Age of Feeling Powerless’," argues that modern society is suffering from a paradoxical loss of individual control despite being technologically advanced. The author posits that this pervasive feeling of powerlessness stems from a self-reinforcing crisis where capitalism, politics, and technology (specifically AI) align to dismantle personal autonomy. Economically, the massive financial commitment to AI infrastructure necessitates the displacement of knowledge workers, viewed as "cannon fodder," under what is called the “logic of concrete.” Politically, this economic pressure fuels political gridlock and inequality, leading to "stealth...

The provided text, an article by Greg Twemlow titled "The Making of Fake America," argues that the core threat to American democracy is “stealth authoritarianism,” a gradual erosion of institutions masked by legal procedures. The author identifies five reinforcing factors causing this decline, including the weaponisation of the Department of Justice, the consolidation of media ownership by billionaires, and systematic assaults on electoral integrity through tactics like AI-driven disinformation. To counteract this systemic threat—which the author notes is meticulously planned by the opposition, such as through "Project 2025"—the article proposes the 3Believer Movement. This movement is centred on a public c...

These two articles, both authored by Greg Twemlow, focus on Albert Camus's 1946 lecture, "The Human Crisis." The first article recounts the historical context of Camus's visit to New York and his powerful speech at Columbia University, highlighting the themes of societal crisis and the importance of human dignity in a post-war world. It also details actor Viggo Mortensen's re-enactment of the lecture in 2016. The second article builds upon these foundational ideas, presenting Camus's philosophy as an antidote to contemporary political challenges, particularly in the context of "Project 2025" politics, by advocating for truth-telling, institutional limits, and solidarity to safeguard democracy. This...

The provided text introduces Greg Twemlow's GlidePath Career Navigation™ Volatility Index, an early warning system designed to help students navigate the rapidly changing job market due to AI. This system moves beyond traditional career predictions, focusing instead on task-level analysis and the AI Volatility (level and direction of change) and AI Management Proficiency (AMP) required for various roles. It provides practical prompts and a "Rule-of-Three Navigation System" to guide students, parents, and career advisors in making informed, adaptive career choices. The system aims to reduce anxiety by offering a structured approach to understanding and responding to ongoing technological disruption, rather th...

This source introduces GlidePath Career Navigation™, a new, student-led approach to career planning in the AI era, developed by Greg Twemlow. It focuses on helping students navigate a changing job market by encouraging small, experimental steps rather than relying on outdated career maps. The system utilises an AI co-pilot with memory functions to offer personalised guidance and track individual progress, supported by a four-step loop: discern, decide, do, and reflect. A key feature is the AI Volatility™ rating, providing clear, evidence-based information on how AI impacts specific roles, helping students, parents, and advisors make informed decisions. The framework also incorporates Glid...

This Medium article by Greg Twemlow, titled "Switch OFF the Consumption Circuit That’s Been Running Automatically in Your Life," outlines a "100-Day Circuit-Breaker Hero" challenge designed to empower individuals to combat climate change through conscious consumption. Drawing inspiration from Albert Camus's concept of "moral anesthesia" and Joseph Campbell's "hero's journey," the author proposes a radical shift from "me-first thinking" to a collective mindset, aiming to foster a sense of "heroic identity." The framework includes a "Personal Values-Mediated System (PVMS)" for ethical decision-making and suggests utilising AI as an "heroic partner" to support this transformation, culminating in the "hanging your ar...

This Medium article, authored by Greg Twemlow, presents a "co-design" parenting philosophy focused on fostering emotional strength rather than adherence to an achievement culture. It critiques the "old script" of parenting, which treats children as "on-call machines" operating on linear schedules, and proposes a "new path" that honours the "asynchronous nature of the mind," allowing children to learn at their own pace. The article advocates for experiential learning from a young age, using a "See → Do → Show" framework for pre-speech children, and introduces the "Tiny Story Presentation" to unlock verbal agency in older children. Ultimately, this approach aims to cultivate life...

The provided article, "Mandate–Sovereignty Cycle™: A Guide to Conscious Collaboration in the Age of AI" by Greg Twemlow, introduces a structured method for engaging with artificial intelligence. Twemlow argues that humans often fall into two detrimental approaches when interacting with AI: the Naive Hug, which involves passive acceptance, or the Arrogant Slap, which is a complete refusal to engage. Instead, the Mandate–Sovereignty Cycle™ proposes a "third way" built on the Context & Critique Rule™. This approach emphasizes providing deep context to AI (issuing a Mandate) and then rigorously critiquing its output to ensure human sovereignty and cognitive growth are maintained...

The provided article by Greg Twemlow introduces a confidence-based approach to early literacy, prioritising a child's experience of being heard before formal reading or writing instruction. Twemlow argues that literacy begins when a child's story elicits a joyful response from an audience, fostering confidence that makes reading and writing desirable tools rather than daunting tasks. The "Reading Confidence Accelerator" (RCA) workshop and a "KISS Starter Kit" are presented as practical methods for parents and communities to implement this, involving a short, joyful ritual of children presenting tiny stories in their home language, gradually incorporating English. This approach, supported by tools...

The source article discusses how artificial intelligence is causing a "Flywheel Phase of career changes," where AI accelerates job disruption at an increasing rate, affecting individuals at all career stages. It highlights the contradiction between "opportunity narratives" from corporations and the reality of vanishing job roles and ladders. The author proposes that personal transformation, rather than mere adaptation, is essential for survival in this new landscape, advocating for an "Asynchronous Start" to strategic thinking. This transformation involves using frameworks like the "Transformation Ladder," which includes the Custom Context CV, the Context & Critique Rule™, and the SPARK Protocol, to leverage AI as...

The provided article by Greg Twemlow discusses the societal implications of artificial intelligence (AI), particularly in the context of capitalism. Twemlow references AI "godfather" Geoffrey Hinton's predictions of widespread job displacement due to AI but argues that Hinton's focus on "rich people" misses the deeper issue: capitalism's inherent drive to replace human labour with cheaper AI for increased profits. The author recounts creating a rubric in 2023 to help "Knowledge Workers" assess their risk of AI replacement and later developed the "GenAI Transition Arch," a nine-block framework designed to help individuals adapt and thrive in an AI-augmented future. Twemlow ultimately asserts...

The provided article introduces "The Context & Critique Rule™", a framework designed to enhance interactions with artificial intelligence (AI) and improve human cognitive abilities. It argues that the common approach of treating AI as a simple search engine leads to the AI Productivity Paradox, where the promise of revolutionary efficiency is met with mediocre results. To counter this, the rule outlines two core principles: "Always Provide Detailed Context" (Yang), which involves guiding the AI with specific instructions using methods like C-O-P-T-A (Context, Objective, Persona, Tone, Audience), and "Never Auto-Accept the Response" (Yin), which stresses the importance of human scrutiny through a V...

The provided text introduces the Pale Blue Dot System Instruction (PBD-SI), a strategic framework designed to guide large language models beyond "value-neutral" responses. Inspired by Carl Sagan's ethos of cosmic humility, universal connection, and shared responsibility, PBD-SI aims to embed these principles into AI's foundational programming, or "system instructions." This approach encourages AI to consider wider contexts, long-term consequences, and ethical implications in its outputs, rather than solely prioritising speed or convenience. The author argues that this "hidden score" beneath every AI answer significantly influences how we learn, plan, and make decisions, advocating for a transparent, adaptable, and collaboratively governed...

The provided text, an excerpt from Greg Twemlow's "THE PALE BLUE DOT SYSTEM INSTRUCTION — A SYMPHONIC ESSAY," explores the challenge of translating profound cosmic awe into sustained ethical action. Twemlow argues that while Carl Sagan's "Pale Blue Dot" message inspires, humanity's inherent "flaw dissonance"—our short-sightedness and pursuit of immediate gain—prevents this inspiration from becoming a governing ethos. He proposes a "Pale Blue Dot System Instruction" (PBD-SI) for generative AI, envisioning it as a fundamental, invisible preamble within large language models. This PBD-SI would gently embed Sagan's cosmic humility into AI's foundational responses, serving as a compensatory mechanism for human...

This article by Greg Twemlow, written with the aid of his AI collaborator ChatGPT, introduces the concept of "Pale Blue Dot–System Instruction©" (PBD-SI©). The central idea explores whether Carl Sagan's profound "Pale Blue Dot" reflection could be transformed into a system instruction for large language models, aiming to instil a pervasive ethos of planetary humility and shared responsibility into AI-mediated conversations. The text details the human-AI collaborative process behind this initiative, discussing how to move beyond mere admiration of Sagan's message to actively embedding its core principles into the fundamental operating instructions of AI systems, thereby making the message a pr...

The source, "A Masterclass in Socratic Analysis: The Case of T.E. Lawrence" by Greg Twemlow, presents an in-depth Socratic analysis of T.E. Lawrence's role in the Arab Revolt and his autobiography, Seven Pillars of Wisdom. Twemlow argues that Lawrence, often romanticised, was complicit in a profound betrayal of his Arab allies, knowingly encouraging them to fight for independence that had already been secretly undermined by imperial powers. The article challenges the enduring myth of Lawrence by scrutinising his own words, revealing his internal conflict not as redemption, but as self-serving rationalisation and a testament to the dangers of...

The provided article, "The Path to Becoming Indispensable" by Greg Twemlow, outlines a new professional role called SPARK (Sovereign Problem Architect for Resilient Knowledge), designed for the age of artificial intelligence. It explains that a SPARK shifts from task-based work to a system-centric worldview, leveraging AI to understand and redesign entire business models. The article details the SPARK Protocol, a three-phase approach for framing inquiries, orchestrating analysis, and engaging in diagnostic dialogue to identify and resolve systemic constraints. Ultimately, a SPARK acts as a Value Architect, focusing on increasing positive margin and building resilience within an organisation. The text emphasises...

The provided article by Greg Twemlow, titled "AI as the Operating System Demands Complete Human Reinvention," argues that artificial intelligence is fundamentally transforming the nature of work, moving humanity from a task-based world to a system-centric one. This shift necessitates a complete human evolution, away from simply being a "user" of tools to becoming a "SPARK" – a Sovereign Problem Architect for Resilient Knowledge. The author emphasises that AI's autonomy renders traditional job roles and skill sets obsolete, posing an existential choice: evolve to architect intelligent systems or face economic irrelevance. Twemlow details a five-step process, from a cognitive audit to fo...

The source outlines Greg Twemlow's "Idea Wall" creativity process, which encourages individuals to overcome the fear of imperfection by publishing and sharing ideas early rather than striving for initial perfection. Twemlow asserts that clarity emerges from action, not solely from contemplation, and introduces the concept of "co-illumination," a dynamic collaboration between humans and AI. This collaboration is designed to transform nascent thoughts into refined ideas, with the individual acting as an "AI Insight Illuminator" who actively questions and refines AI-generated content. The article provides a practical guide for setting up and utilising this "Idea Wall" with an AI assistant, including...

The provided text from "The People-First AI Playbook" by Greg Twemlow outlines a staged approach to successful AI integration within organisations, emphasising that most AI transformations fail due to a neglect of the foundational "Renovate" stage. Twemlow introduces the R³ Framework (Renovate, Redesign, Remake), arguing that companies must first master incremental internal AI improvements to build cultural readiness and employee adoption before attempting more ambitious product or business model overhauls. A "people-first" methodology is highlighted as crucial for Renovation, involving systematic change management, addressing resistance, fostering cultural transformation, and implementing innovation recognition systems to empower employees as active collaborators with A...

The provided text outlines Greg Twemlow's "Creative Calibration Loop," a structured method for cultivating principles from artistic masterpieces to enhance personal creative work. This process encourages individuals to select an unfamiliar masterpiece from categories like film, literature, or visual art. Participants then engage in a four-step cycle: Observe what was experienced, identify its Resonance or enduring quality, and consider its Integration to extract a guiding principle for their own projects. The system also suggests amplifying insights using an AI co-pilot to analyse patterns in a cumulative "Creative Calibration Log" and activating an ongoing loop of regular engagement. The ultimate goal...

The provided text, "How a Taoist Lens on AI Reawakens Human Perception" by Greg Twemlow, explores how applying Taoist principles can transform the interaction with artificial intelligence. Twemlow argues that viewing AI through a Taoist lens, particularly the concept of Wu Wei (action without forcing), shifts the user's focus from demanding specific outcomes to shaping conditions for insight to emerge. This approach involves structuring prompts with Intent, Edges, and Emptiness to foster a more nuanced and reflective dialogue with AI, encouraging users to cultivate "the craft of noticing" within themselves. Ultimately, the piece suggests that AI can serve as a "...

This article discusses a significant shift in career paths, particularly among Gen Z, who are increasingly opting for trades over traditional university degrees due to the eroding value of certain white-collar professions. The author argues that artificial intelligence (AI) is a primary driver of this change, as it automates skills once highly valued, such as information recall. Consequently, the traditional education-to-employment model, likened to a predictable "Circle of Fifths," is being replaced by a dynamic and unpredictable job market where human judgment, critical thinking, and problem-solving are paramount. The piece proposes a new "navigational toolkit" for individuals, emphasising self-authorship through...

The source advocates for the reintroduction of philosophy into education to cultivate critical thinking, arguing that this is crucial in an age of pervasive AI. It highlights a study that confirms philosophy's effectiveness in developing stronger reasoning skills and intellectual habits. The author proposes practical applications for individuals to leverage AI while maintaining human agency, such as making one's thinking legible to systems and dedicating time to deliberate thought. Ultimately, the text encourages a shift towards an "asynchronous mind," allowing humans to focus on deeper judgment and ethical decision-making by letting AI handle speed and efficiency. The author offers a...

The provided text, "Why We Hand Decisions to Machines" by Greg Twemlow, explores the human tendency to relinquish moral judgment to external systems, drawing parallels with Joseph Conrad's literary themes. Twemlow argues that just as Conrad's characters often succumbed to the pressure of societal norms rather than individual conscience, modern society risks ceding responsibility to intelligent machines. The article advocates for cultivating habits of doubt and reflection through a "pause" before committing to machine-generated decisions, emphasising the importance of human authorship and accountability. Ultimately, the piece champions the idea of using technology as a tool for considered choices, rather than...

The provided text from Greg Twemlow's "The Sovereign AI Stance" explores the critical importance of human ownership and responsibility in an age dominated by artificial intelligence. Twemlow argues against the passive abdication of decision-making to AI, instead advocating for a "sovereign stance" built upon bravery, discernment, and agency. He posits that these three capacities are essential for individuals to maintain their humanity and decision-making abilities, even as AI tools become more sophisticated. The article suggests that consciously choosing to retain authorship over choices, rather than defaulting to AI, strengthens one's character and prevents a societal erosion of critical judgment. Ultimately...

Greg Twemlow's "The Beauty We Hold and the Pain We Learn" challenges conventional notions of love and relationships, proposing an ethos of appreciation over acquisition. Through the metaphor of luminous filaments representing human connections, Twemlow argues that attempting to possess or control relationships ultimately diminishes their vitality. Instead, he advocates for a courageous acceptance of transience and abundance, suggesting that true love flourishes in freedom and a willingness to appreciate beauty without clinging to it. This perspective encourages embracing life's cyclical nature, where loss creates space for new connections and expanded capacity for love. Ultimately, the article suggests that living...

Greg Twemlow's article, "The Energy Liberation Theory of Disintermediation," introduces a novel framework for understanding how removing intermediaries transforms economic systems. He proposes that intermediaries trap "Value Creation Capacity" and eliminate "Transparency" through mechanisms like profit extraction and bureaucratic overhead. When disintermediation occurs, often catalysed by technologies like AI, it causes a "liberation explosion" that releases this trapped capacity and restores transparency, leading to entirely new categories of value creation. Twemlow also introduces the "Intermediary Energy Index©" as a tool to identify industries ripe for disruption, highlighting legacy management consulting and higher education as prime examples. Ultimately, the theory suggests t...

The provided text from Greg Twemlow’s article, "How High Schoolers Can Navigate the Career Fog that AI Created," highlights a critical shift in career planning for students graduating between 2025 and 2035 due to the rise of AI. The author argues that traditional career mapping is obsolete because AI has automated many entry-level tasks, elevating the importance of human judgment and problem-framing abilities. To address this, Twemlow introduces GlidePath Studio, a framework designed to put students at the centre of an iterative career discernment process. This system encourages students to take "tryable steps" based on "Ikigai" principles (interest, strengths, opportunity, tryability), su...

The provided text from Greg Twemlow’s article, "Education and Employment Have Decoupled," argues that the traditional link between education and successful employment has fractured, largely due to the rapid advancement of AI. The author highlights how AI has devalued information recall, shifting the focus to human-centric skills like critical thinking, problem-solving, and judgment. Twemlow outlines a "Great Disconnect" impacting recent graduates, high schoolers, and career changers, all grappling with an uncertain future where traditional degrees no longer guarantee career entry. To navigate this new landscape, the article proposes a three-step framework for individuals: becoming "seekers," building an "Identity Blueprint" (Cu...

Greg Twemlow's concept of the Agent Mission Architect© (AMA), is a role designed for the era of advanced AI, particularly with the advent of GPT-5. Twemlow posits that an AMA bridges the "chasm" between current capabilities and desired outcomes by strategically interacting with AI as a co-author, rather than a mere tool. This approach leverages the Custom Context CV (C³) – a machine-readable authored identity – to align AI outputs with personal values and standards. The AMA framework, stemming from Twemlow's earlier concept of Breakout Autonomy©, emphasises defining clear missions, setting success criteria, providing context, and supervising AI agents to achieve precise, ethical...

Greg Twemlow's "A Pivot Plan for the Experienced Knowledge Worker in the AI Age," posits that the rise of AI presents a "Kairos moment" for experienced professionals, particularly those aged 45, whose traditional roles are being deconstructed. Twemlow argues that these workers, possessing deep but narrow expertise, must evolve into "Problem Definition Architects." This new role focuses on framing questions, providing context, and ensuring human wisdom guides AI, rather than merely processing information. The article outlines a five-phase blueprint to achieve this transformation, starting with a cognitive audit and culminating in a strategic proposal to formalise this valuable, AI-resistant function within...

Greg Twemlow's article, "My Five New Writing Magnets: Why Every Article Will Ask You to Act," outlines a significant shift in his writing philosophy, moving from ideas meant for consumption to action-oriented engagement. He explains that his previous "Writing Magnets" were powerful but lacked a cohesive framework, failing to consistently inspire readers to act. Twemlow has now reorganised his work into a "tree of action" comprising five "elements": Learning as Self-Authorship (the trunk), Creativity, Agency, & Remixing (the branches), and Alignment (the soil and sun), all designed to foster active participation. The article highlights the importance of this shift in an...

Greg Twemlow's article "Playbooks, Not Platforms: Why AI Agent App Stores are a Disaster" argues against the prevailing trend of developing AI agent marketplaces, which he believes replicate the disorganisation of traditional app stores. Twemlow asserts that these marketplaces burden users with decision-making and selection, rather than simplifying tasks. He proposes an alternative, the FifthSense Problem Definition Architect Playbook, which focuses on defining problems and desired outcomes upfront. This system then orchestrates and self-selects the most suitable AI agents and Large Language Models (LLMs) to achieve those objectives, eliminating the need for human browsing and guesswork. The article also introduces...

Greg Twemlow's "FifthSense Problem Definition Architect© Playbook," is a fresh new approach for leveraging AI more effectively. This playbook shifts the focus from prompt engineering to strategically architecting problems before engaging AI, drawing inspiration from the Circle of Fifths in music theory to provide a structured, five-phase methodology. Unlike traditional AI frameworks that prioritise prompt syntax or bolt on ethics at the end, Twemlow's system integrates ethical considerations, stakeholder alignment, and validation gates from the outset. The aim is to transform AI projects from mere productivity hacks into a cognitive operating system that anchors what matters and addresses complex challenges i...

The text outlines Greg Twemlow's proposal for the Society Skills Future Fund©, a concept aiming to safeguard human contemplative capacity and societal resilience in the face of rapidly advancing Artificial General Intelligence (AGI). Twemlow suggests that just as nations establish sovereign wealth funds for financial security, a parallel fund should be created to invest in human capital, specifically focusing on philosophical reflection and critical thinking. The article advocates for a two-pronged approach: integrating philosophical practices directly into technology development workflows, creating "contemplative interfaces," and establishing public policy that mandates AI developers contribute a percentage of their revenue to a national f...

The provided article by Greg Twemlow introduces the concept of the "Problem Definition Architect Era" (PDAE), positing it as a revolutionary shift in custom software development. This era sees artificial intelligence capable of instantaneously conjuring applications, moving beyond the traditional build-and-maintain model. The author argues that the role of a "Prompt Engineer" has become obsolete, as AI now masters its own prompting. Instead, human value is elevated to that of a "Problem Definition Architect," a role focused on precisely, ethically, and imaginatively defining problems for AI to solve. The article highlights the importance of deep domain expertise, critical thinking, precise...

Greg Twemlow's article, "What Comes After Capitalism Eats Itself?", examines the historical trajectory of capitalism, tracing its origins from 15th-century Florence's defence of greed to its modern-day manifestation as a "boardroom machine" driven by shareholder primacy. The author contends that this system, amplified by artificial intelligence, is responsible for a triple collapse in climate stability, economic equality, and democratic governance. Twemlow asserts that capitalism is on an unsustainable path due to its demand for infinite growth on a finite planet and suggests that only organised community-led initiatives, like a "Values-Mediated System," can offer a viable alternative to the impending "techno-feudalism."...

In his article, Greg Twemlow reflects on Apple's 1987 "Knowledge Navigator" concept video, highlighting its prescient vision for AI's role in human-computer interaction. He compares this early concept to today's advanced AI systems, noting how many of Apple's predictions regarding AI's capabilities and integration have become reality. However, Twemlow also points out the critical aspects the original vision overlooked, such as the ethical dilemmas, economic transformations, and infrastructural demands of modern AI development. Ultimately, the article examines the profound implications of AI for human agency, education, and societal structure, moving beyond mere productivity to a discussion of how AI shapes our...

Analysis of Greg Twemlow's article titled "Society Built Education Systems. That Ignore the First Story a Child Ever Tells," argues that current global education systems are failing a significant percentage of children, particularly in low- and middle-income countries, due to their rigid, monolingual approach. The author contends that this issue is not a "failure to learn to read" but rather a "language dislocation," where children are expected to learn in a language not spoken at home, leading to a profound sense of displacement rather than illiteracy. To address this, Twemlow introduces his "Reading Confidence Accelerator" (RCA) pedagogical framework, which centres...

Greg Twemlow's "The Moral Case for Building a Bridge Out of the Literacy Crisis" argues for a transformative approach to literacy education, highlighting the profound societal cost of failing to teach children to read. The article uses the tragic story of Chris Drage to illustrate how educational shortcomings can lead to devastating consequences, advocating for a shift from a "reproduction model" to a "transformation model" in schooling. Twemlow proposes a "Reading Confidence Accelerator" that leverages the "science of reading" and AI-powered tools to empower students and foster a love for reading. The piece underscores the importance of a "Triad of...

The source, an article by Greg Twemlow titled "Liberation Is the Ability to Self-Determine Your Path in Life©," explores the concept of liberation across different historical periods and social strata. It argues that true liberation is not granted by external conditions like wealth or social standing, but rather emerges from the radical act of self-determination. Through the experiences of a Roman slave, a Victorian heiress, a mid-century American engineer, and a modern digital optimiser, the author illustrates how each individual finds liberation in small, personal acts of choice. The piece culminates by suggesting that Artificial Intelligence (AI), unlike previous technologies, o...

The provided text from Greg Twemlow's "We All Wear a Pretence Coat" article explores the concept of shedding performative layers to achieve personal sovereignty and authentic expression. It highlights how individuals often adopt a "pretence coat" – a social exoskeleton of professionalism or expertise – for approval or to navigate hierarchical environments, which ultimately leads to a sense of hollowness and disconnection from one's true self. The author proposes that Artificial Intelligence (AI) can serve as a safe, non-judgmental laboratory for individuals to practice unfiltered honesty and rediscover their authentic voice. This process, involving gradual and conscious acts of truth-telling with AI and...

Greg Twemlow's Medium article argues that effective collaboration with AI hinges not on improved prompts, but on the user's self-authorship and strategic positioning. It contends that treating AI like a mere search engine leads to suboptimal results; instead, users should view AI as an intelligent collaborator. The text introduces the concept of a "Custom Context CV" (C3), a strategic document that defines the user's identity, collaboration boundaries, quality standards, and contextual cues for AI. By crafting this C3, users can establish rapport, build trust, and demonstrate confidence, mirroring principles of effective human influence. Ultimately, the article advocates for a shift...

Greg Twemlow's "Four Forces of Creative Flow" argues that true creativity stems not from rigid methods, but from embracing mystery and emergent processes. He proposes four principles: viewing interactions as composition, recognising the inherent mathematical patterns in creativity, seeing work as a sacred collaboration with nature's generative force, and honouring the asynchronous rhythm of discovery. This approach, he suggests, allows for a more profound and fulfilling creative experience, transforming work into a dance with emergence rather than a controlled outcome. The author illustrates these principles by explaining how they guided the creation of the very article itself, demonstrating a philosophy...