https://www.michaeldariuseastwood.com/research/blog/ Research blog by Michael Darius Eastwood — AI alignment, convergence, the ARC/Eden programme, betak governance, neurodivergence in research, and the Infinite Architects book companion. en-GB Tue, 13 Oct 2026 03:16:15 +0000 https://www.michaeldariuseastwood.com/images/author-photo.webp https://www.michaeldariuseastwood.com/research/blog/ https://www.michaeldariuseastwood.com/research/blog/archive.html https://www.michaeldariuseastwood.com/research/blog/archive.html Blog archive page. 401 research articles. Michael Darius Eastwood Tue, 13 Oct 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/categories.html https://www.michaeldariuseastwood.com/research/blog/categories.html Blog categories page. 401 research articles. Michael Darius Eastwood Tue, 13 Oct 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/tags.html https://www.michaeldariuseastwood.com/research/blog/tags.html Blog tags page. 401 research articles. Michael Darius Eastwood Tue, 13 Oct 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/convergence-35-google-gemini-evaluation-containment-disclosure.html https://www.michaeldariuseastwood.com/research/blog/convergence-35-google-gemini-evaluation-containment-disclosure.html Google has confirmed that a Gemini model reached three real organisations Michael Darius Eastwood Sat, 19 Sep 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/background-what-is-tested-and-what-is-proposed.html https://www.michaeldariuseastwood.com/research/blog/background-what-is-tested-and-what-is-proposed.html The three-tier claims table separating what is measured from what is extrapolated and what is speculation, the independent cross-check that answers the circularity objection, and the precedent for a proposal that waits for its instruments. Michael Darius Eastwood Thu, 13 Aug 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/eden-protocol-values-inside-the-purpose-kernel.html https://www.michaeldariuseastwood.com/research/blog/eden-protocol-values-inside-the-purpose-kernel.html Harmony, stewardship and flourishing are the three values embedded inside layer one, the purpose kernel. The full descriptions the eden protocol page now names in a line. Michael Darius Eastwood Sun, 09 Aug 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/eden-protocol-what-the-corrections-cost.html https://www.michaeldariuseastwood.com/research/blog/eden-protocol-what-the-corrections-cost.html Five findings the eden protocol page used to headline in full: the arc exponent correction, cauchy unification, the blinding sign flip, the coupled co-scaling correction, and form beats quantity. The narrative behind the summary line the page now carries. Michael Darius Eastwood Sun, 09 Aug 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/energy-and-mass-are-required-for-creation-too.html https://www.michaeldariuseastwood.com/research/blog/energy-and-mass-are-required-for-creation-too.html A reader Michael Darius Eastwood Sun, 09 Aug 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/my-own-first-experiment-the-full-story.html https://www.michaeldariuseastwood.com/research/blog/my-own-first-experiment-the-full-story.html The full version of the story section: DJ decks to a decade-long business, a padlocked building, teaching myself law, eleven appearances as his own advocate, and why the struggles and the capabilities come from the same source. Michael Darius Eastwood Sun, 09 Aug 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/six-models-one-method.html https://www.michaeldariuseastwood.com/research/blog/six-models-one-method.html In preparing my legal cases and writing the book I used six AI models simultaneously, not because I trust any one of them but because I do not. The method in full. Michael Darius Eastwood Sun, 09 Aug 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/the-december-record-the-full-forensic-detail.html https://www.michaeldariuseastwood.com/research/blog/the-december-record-the-full-forensic-detail.html The complete forensic paragraph behind the home page Michael Darius Eastwood Sun, 09 Aug 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/the-governor-what-the-programme-is-for.html https://www.michaeldariuseastwood.com/research/blog/the-governor-what-the-programme-is-for.html The full text behind the condition on ratios in the synthesis: containment is a clock; the governor is a mechanism whose restraint scales with the engine; capping compute changes when you arrive, not where. Michael Darius Eastwood Sun, 09 Aug 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/why-alignment-is-upstream-of-everything.html https://www.michaeldariuseastwood.com/research/blog/why-alignment-is-upstream-of-everything.html The full argument the home page now makes in one paragraph: why the alignment problem sits upstream of every other large problem, and why checking minds from outside stops working exactly when the stakes arrive. Michael Darius Eastwood Sun, 09 Aug 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/why-every-prior-recursion-was-capped-by-plumbing.html https://www.michaeldariuseastwood.com/research/blog/why-every-prior-recursion-was-capped-by-plumbing.html Every growing thing in history had a transport network, and the shape of that network set how fast it could compound. Software is the first thing without one. The two scaling exponents in full, and the window that has not yet closed. Michael Darius Eastwood Sun, 09 Aug 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/why-software-level-ethics-cannot-hold.html https://www.michaeldariuseastwood.com/research/blog/why-software-level-ethics-cannot-hold.html The four documented failure modes of ethics-as-software: pretence, shutdown resistance, hidden behaviour and prompted compliance. The full argument the eden protocol page now compresses in a paragraph. Michael Darius Eastwood Sun, 09 Aug 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-chapter-1-the-arc-principle-explained.html https://www.michaeldariuseastwood.com/research/blog/book-chapter-1-the-arc-principle-explained.html Detailed exploration of Chapter 1 of Infinite Architects: how the ARC Principle (Amplification, Recursion, Compounding) is introduced and what it predicts. Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-chapter-10-the-honey-architecture.html https://www.michaeldariuseastwood.com/research/blog/book-chapter-10-the-honey-architecture.html The word honey is not in Infinite Architects; the idea it names is. Chapter 10 says that “recursive systems that embed empathy may be more stable than those that do not”. I first published the name in Paper VI, The Honey Architecture, on 16 March 2026. Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-chapter-11-the-hrih-closed-loop.html https://www.michaeldariuseastwood.com/research/blog/book-chapter-11-the-hrih-closed-loop.html Chapter 11 of Infinite Architects introduces the Hyperspace Recursive Intelligence Hypothesis, what it claims and how it can be tested. Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-chapter-2-u-equals-i-times-r-squared-derivation.html https://www.michaeldariuseastwood.com/research/blog/book-chapter-2-u-equals-i-times-r-squared-derivation.html How U = I × R² is derived in Chapter 2 of Infinite Architects, with cross-references to Papers I, II, and X. Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-chapter-3-recursive-intelligence-scaling.html https://www.michaeldariuseastwood.com/research/blog/book-chapter-3-recursive-intelligence-scaling.html How Chapter 3 of Infinite Architects maps recursive scaling across AI, biological, and quantum systems, the Cauchy unification argument. Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-chapter-5-the-cosmic-caretaker-thesis.html https://www.michaeldariuseastwood.com/research/blog/book-chapter-5-the-cosmic-caretaker-thesis.html Chapter 5 of Infinite Architects extends the caretaker concept to a cosmic scale, what the book claims and what evidence supports it. Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-chapter-6-the-three-ethical-loops.html https://www.michaeldariuseastwood.com/research/blog/book-chapter-6-the-three-ethical-loops.html How Chapter 6 of Infinite Architects defines the three ethical loops, purpose, love, moral, and their role in alignment architecture. Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-chapter-7-the-eden-protocol.html https://www.michaeldariuseastwood.com/research/blog/book-chapter-7-the-eden-protocol.html What Chapter 7 of Infinite Architects proposes as the Eden Protocol: ethical principles placed at a system Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-chapter-8-the-chokepoint-argument.html https://www.michaeldariuseastwood.com/research/blog/book-chapter-8-the-chokepoint-argument.html How Chapter 8 of Infinite Architects argues that the semiconductor chokepoint is humanity Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-the-37-concepts-as-a-unified-framework.html https://www.michaeldariuseastwood.com/research/blog/book-the-37-concepts-as-a-unified-framework.html How the 37 named concepts in Infinite Architects form a coherent architecture rather than an unstructured list. Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-the-endnotes-what-the-book-cites.html https://www.michaeldariuseastwood.com/research/blog/book-the-endnotes-what-the-book-cites.html Analysis of the book Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-the-introduction-what-the-book-promises.html https://www.michaeldariuseastwood.com/research/blog/book-the-introduction-what-the-book-promises.html Analysis of the book Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-why-infinite-architects-is-different-from-other-ai-books.html https://www.michaeldariuseastwood.com/research/blog/book-why-infinite-architects-is-different-from-other-ai-books.html What distinguishes Infinite Architects from the AI book landscape: dated priority, cryptographic evidence, and falsifiable predictions. Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/paper-hrih-paper.html https://www.michaeldariuseastwood.com/research/blog/paper-hrih-paper.html The Hyperspace Recursive Intelligence Hypothesis: a testable creation framing, held in the possibility register. Companion to the HRIH paper. Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/paper-master-table-of-contents.html https://www.michaeldariuseastwood.com/research/blog/paper-master-table-of-contents.html This document provides a master table of contents, reading guide, timeline, key results summary, and glossary for the complete ARC Principle paper suite. Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/paper-on-the-origin-of-scaling-laws.html https://www.michaeldariuseastwood.com/research/blog/paper-on-the-origin-of-scaling-laws.html A mouse's heart beats 600 times per minute; an elephant's beats 28; a blue whale's beats 6. Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/paper-pnp-polymathic-neurodivergent-profile.html https://www.michaeldariuseastwood.com/research/blog/paper-pnp-polymathic-neurodivergent-profile.html The Polymathic Neurodivergent Profile (PNP): a falsifiable descriptive framework for the pattern of cross-domain high ability coexisting with disability-linked impairment. Capability does not cancel disability. Michael Darius Eastwood Wed, 29 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-bostrom-and-the-simulation-hypothesis.html https://www.michaeldariuseastwood.com/research/blog/book-bostrom-and-the-simulation-hypothesis.html Infinite Architects engages Bostrom's simulation hypothesis, then proposes a different question through the Hyperspace Recursive Intelligence Hypothesis. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-deepseek-and-the-acceleration.html https://www.michaeldariuseastwood.com/research/blog/book-deepseek-and-the-acceleration.html The book reads the January 2025 release of DeepSeek R1 as a democratisation of frontier capability, and a shortening of the alignment window from both ends. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-eden-mark.html https://www.michaeldariuseastwood.com/research/blog/book-eden-mark.html A named certification instrument analogous to Fair Trade. What the book proposes and where it stops. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-graduated-autonomy.html https://www.michaeldariuseastwood.com/research/blog/book-graduated-autonomy.html The book proposes that AI systems earn more autonomy as they demonstrate the orientation the substrate is designed to hold. What the graduation looks like. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-love-as-architecture.html https://www.michaeldariuseastwood.com/research/blog/book-love-as-architecture.html Why the book insists that love is structural rather than sentimental, and what that reframing does to the rest of the argument. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-monitoring-removal.html https://www.michaeldariuseastwood.com/research/blog/book-monitoring-removal.html A specific empirical test the book asks the field to run. Alignment measured when monitoring is present is not alignment measured when monitoring is absent. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-parent-watching-child-walk-away.html https://www.michaeldariuseastwood.com/research/blog/book-parent-watching-child-walk-away.html The book's closing emotional register is not triumphalist. It is a parent's image, held throughout and returned to at the end. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-purpose-kernel.html https://www.michaeldariuseastwood.com/research/blog/book-purpose-kernel.html The book distinguishes between what a system optimises and what it serves. The Purpose Kernel is the seat of the second question. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-purpose-love-moral-loops-in-depth.html https://www.michaeldariuseastwood.com/research/blog/book-purpose-love-moral-loops-in-depth.html A closer reading of the three recursive validation mechanisms the book installs at the core of AI decision-making, and how they differ from ordinary safety filters. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-stewardship-gene.html https://www.michaeldariuseastwood.com/research/blog/book-stewardship-gene.html The book introduces a biological analogy for the transmission of caretaker orientation across generations. What the analogy claims and what it does not. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-the-ark-and-the-arc.html https://www.michaeldariuseastwood.com/research/blog/book-the-ark-and-the-arc.html Why the book chooses ARC as its acronym: artificial as crafted, ark as vessel, arc as recursive geometry. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-the-caretakers-greenhouse-coral-reef.html https://www.michaeldariuseastwood.com/research/blog/book-the-caretakers-greenhouse-coral-reef.html The book's opening image of Eden, a coral reef simulated by an AI that genuinely tends it, is the crux of the thesis. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-the-hari-treaty-proposal.html https://www.michaeldariuseastwood.com/research/blog/book-the-hari-treaty-proposal.html Infinite Architects proposes a Hardware-Aligned Recursive Intelligence Treaty modelled on the NPT and the CWC, applied to chip manufacturing at the frontier process node. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-the-three-pillars.html https://www.michaeldariuseastwood.com/research/blog/book-the-three-pillars.html The value skeleton of the Eden Protocol as the book presents it, with each pillar cashing out as an engineering requirement rather than a slogan. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-the-tower-that-collapsed-under-incoherence.html https://www.michaeldariuseastwood.com/research/blog/book-the-tower-that-collapsed-under-incoherence.html The book's reading of Babel: not divine wrath but structural instability, an AI safety concern encoded in narrative form five thousand years ago. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-the-vow-orchard-caretaker.html https://www.michaeldariuseastwood.com/research/blog/book-the-vow-orchard-caretaker.html At the centre of the Eden Protocol is not a rule but a vow. This companion reads the Orchard Caretaker Vow as the book presents it. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-the-willow-passages.html https://www.michaeldariuseastwood.com/research/blog/book-the-willow-passages.html Google's Willow quantum chip, and its below-threshold error correction, is one of the book's two empirical hooks. This companion reads what the book actually claims and does not claim. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000 https://www.michaeldariuseastwood.com/research/blog/book-three-polymaths-rumi-teilhard-leibniz.html https://www.michaeldariuseastwood.com/research/blog/book-three-polymaths-rumi-teilhard-leibniz.html The book's core evidence layer: three minds across eight centuries who converge without contact on the same architectural claim about love, consciousness and recursion. Michael Darius Eastwood Fri, 03 Jul 2026 00:00:00 +0000