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The 12 Axes of the Technology Spectrum

An ultra-fine-grained model adding dimensions of scale and relationship to human autonomy. Building on the 8 Axes, we add: Axis 9: Local-Global (operates in one place vs. everywhere). Axis 10: Synchronous-Asynchronous (real-time interaction vs. delayed). Axis 11: Voluntary-Enforcing (used by choice vs. imposed by systems). Axis 12: Empowering-Controlling (increases user agency vs. reduces it). These twelve axes generate 4096 technology-types. A hammer is local, synchronous, voluntary, empowering. A credit score is global, asynchronous, enforcing, controlling. Social credit systems are designed for the enforcing-controlling quadrant. The 12 Axes reveal that technologies aren't just tools—they're relationships, and those relationships have politics built into their very structure.
The 12 Axes of the Technology Spectrum "You think the problem with facial recognition is just privacy. The 12 Axes show it's deeper: it's soft, industrial (mostly), replacing (of anonymity), opaque, centralized, exploitative, ephemeral (data expires? lol no), deskilling (of observation), global, asynchronous, enforcing, controlling. Twelve axes, twelve problems. Privacy is just the one we talk about."
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The 16 Axes of the Technology Spectrum

The ultimate model, adding the final dimensions of metaphysical and existential impact. Building on the 12 Axes, we add: Axis 13: Instrumental-Constitutive (tool we use vs. technology that shapes who we are). Axis 14: External-Internal (outside us vs. integrated with body/mind). Axis 15: Visible-Invisible (noticeable when used vs. faded into background). Axis 16: Controllable-Uncontrollable (we can turn it off vs. it operates beyond our choice). These sixteen axes generate 65,536 potential positions—enough to capture every technology, every relationship, every impact. The 16 Axes reveal that technology isn't just what we make—it's what makes us. Constitutive technologies (language, writing, now AI) shape human consciousness itself. Internal technologies (pacemakers, neural implants) blur the boundary between self and tool. Invisible technologies (algorithms governing everything) operate beyond awareness. Uncontrollable technologies (global systems we can't shut down) challenge human agency itself.
The 16 Axes of the Technology Spectrum "You think AI is just another tool, like a toaster. The 16 Axes show otherwise: AI is soft, industrial, replacing, opaque, centralized, exploitative, ephemeral (models change constantly), deskilling, global, asynchronous, enforcing, controlling, constitutive (shapes thought), internal (soon), invisible (already), uncontrollable (who's turning it off?). That's not a toaster—that's a new kind of thing. The 16 Axes give you language to talk about it. Use them."

The 2 Axes of the Progress Spectrum

A foundational model for understanding progress along two fundamental dimensions. The first axis runs from Material Progress (advances in technology, standard of living, physical well-being—things you can measure in GDP, calories, square footage) to Moral Progress (advances in ethics, human rights, justice, dignity—things you can't measure but know when you see them). The second axis runs from Individual Progress (personal development, capability, freedom) to Collective Progress (societal advancement, institutional improvement, shared flourishing). These two axes create four quadrants: material-individual (personal wealth), material-collective (public infrastructure), moral-individual (personal virtue development), moral-collective (civil rights advancements). The model reveals that "progress" isn't one thing—it's a spectrum of improvements that don't always move together.
The 2 Axes of the Progress Spectrum "We have more stuff than ever, but are we better people? The 2 Axes of the Progress Spectrum show the tension: material progress is up, moral progress is... debatable. You can't just say 'things are getting better' without specifying which axis. Progress on one doesn't guarantee progress on the other."

The 6 Axes of the Progress Spectrum

A comprehensive model adding two further dimensions for deeper analysis. Axis 1: Material-Moral. Axis 2: Individual-Collective. Axis 3: Linear-Cyclical. Axis 4: Absolute-Relative. Axis 5: Intended-Unintended (progress by design vs. progress as side effect). Axis 6: Reversible-Irreversible (can be lost vs. permanent advancement). These six axes generate sixty-four progress-types. Vaccines are material, collective, linear-ish, absolute (mostly), intended, relatively irreversible (polio isn't coming back). Civil rights are moral, collective, cyclical, relative (always contested), intended, reversible (rights can be taken). The 6 Axes reveal that different kinds of progress have different dynamics, different vulnerabilities, different causes.
The 6 Axes of the Progress Spectrum "You think progress is inevitable. The 6 Axes show otherwise: some progress is reversible, some is unintended, some is cyclical. Rights can be lost. Peace can end. Wisdom can disappear. The axes tell you what kind of progress you're dealing with—and whether you need to defend it or just enjoy it."

The 8 Axes of the Progress Spectrum

A detailed model adding dimensions of temporality and distribution. Axis 1: Material-Moral. Axis 2: Individual-Collective. Axis 3: Linear-Cyclical. Axis 4: Absolute-Relative. Axis 5: Intended-Unintended. Axis 6: Reversible-Irreversible. Axis 7: Fast-Slow (rapid transformation vs. gradual change). Axis 8: Concentrated-Diffuse (progress accrues to few vs. spreads to many). These eight axes create 256 progress-types, mapping the full complexity of human advancement. The Green Revolution was material, collective, linear, absolute (in yield), intended, reversible (soil depletion), fast, concentrated (big farms benefited most). The internet was material and moral mixed, individual and collective, linear in some ways cyclical in others, absolute and relative, largely unintended, probably irreversible, extremely fast, initially diffuse then concentrated.
The 8 Axes of the Progress Spectrum "Everyone celebrates technological progress, but the 8 Axes ask: what kind? Fast? Yes. Diffuse? Initially, now no. Reversible? Probably not. Intended? Not really. Moral? Debatable. You can't just say 'progress'—you have to specify all eight axes, or you're not really talking about progress, you're talking about change."

The 12 Axes of the Progress Spectrum

An ultra-fine-grained model adding dimensions of scale and relationship to human flourishing. Building on the 8 Axes, we add: Axis 9: Shallow-Deep (surface-level change vs. fundamental transformation). Axis 10: Compatible-Incompatible (progress that aligns with human nature vs. progress that requires changing it). Axis 11: Measurable-Unmeasurable (quantifiable gains vs. qualitative improvements). Axis 12: Sustainable-Untenable (can continue vs. contains seeds of its own reversal). These twelve axes generate 4096 progress-types. Democracy is moral, collective, cyclical, relative, intended, reversible, slow, diffuse, deep, compatible (arguably), unmeasurable (in some aspects), sustainable (if maintained). Social media "progress" is material, individual, fast, concentrated, shallow, possibly incompatible with human psychology, measurable (engagement), and increasingly looking untenable.
The 12 Axes of the Progress Spectrum "You want to measure progress? The 12 Axes give you homework. Is it deep or shallow? Compatible with human nature or fighting it? Sustainable or about to collapse? Measurable or beyond numbers? Most of what we call progress fails on at least half these axes. That's not cynicism—that's just paying attention."

The 2 Axes of the Epistemology Spectrum

A foundational model for understanding theories of knowledge along two fundamental dimensions. The first axis runs from Rationalism (knowledge through reason, logic, innate ideas—thinking your way to truth) to Empiricism (knowledge through experience, observation, sensory data—seeing your way to truth). The second axis runs from Foundationalism (knowledge built on secure, certain foundations that cannot be doubted) to Coherentism (knowledge as a web of mutually supporting beliefs, with no absolute foundations). These two axes create four epistemological orientations: rationalist-foundationalist (Descartes), empiricist-foundationalist (early logical positivists), rationalist-coherentist (some rationalists who gave up on foundations), empiricist-coherentist (Quine, much of contemporary science). The model reveals that "epistemology" isn't one debate—it's a spectrum of positions on where knowledge comes from and how it's structured.
The 2 Axes of the Epistemology Spectrum "You keep demanding absolute foundations for knowledge. The 2 Axes of the Epistemology Spectrum show you're a foundationalist. But coherentists say: foundations aren't necessary—what matters is how beliefs hang together. You're not more rigorous—you're just on a different axis. Learn the spectrum or stay confused about why everyone won't play your foundation game."