# Roger Hunt > Roger Hunt is a PhD researcher at Bentley University studying organizational theory, an AI engineer building educational technology, and the Cursor Ambassador for Boston. His dissertation introduces Application Layer Communication (ALC) — a framework for understanding how communication at the application layer shapes organizational structure, coordination, and behavior. Roger's work bridges academic research and practical engineering. He is the author of *Innovation Ethics: Reframing the Investor Thesis* (Ethics Press, 2023), co-editor of *It's Always Sunny and Philosophy* (Open Court, 2015), and has contributed chapters to six academic volumes spanning philosophy, ethics, and organizational theory. He runs an AI Writing Project with 140+ AI-generated analyses exploring how algorithmic systems reshape work and organizations. Website: https://roger.is-a.dev/ LinkedIn: https://www.linkedin.com/in/rogerjgs404040/ Twitter: https://x.com/roger_jgs404040 GitHub: https://github.com/rogerHuntGauntlet Substack: https://rogerhuntphdcand.substack.com The Sausage Mill: https://sausagemill.substack.com ## About ### Academic Research Roger is a PhD researcher at Bentley University studying organizational theory. His dissertation introduces Application Layer Communication (ALC) — a framework for understanding how communication protocols and patterns at the application layer influence organizational structure, coordination, and behavior. This work draws on platform labor research, algorithmic management theory, and schema induction to explain why awareness of algorithmic systems rarely translates into effective action. ### Engineering As an AI Engineer, Roger develops educational tools that leverage artificial intelligence to enhance learning outcomes. His work focuses on adaptive learning systems that respond to individual needs — bridging the gap between academic theory and production software. He builds with modern AI tooling and maintains open source projects. ### Cursor Ambassador, Boston Roger serves as the Cursor Ambassador for Boston, leading the local developer community around AI-powered development. This includes organizing meetups, workshops, and collaborative sessions focused on how AI tools are changing the practice of software engineering. The community hub at cursorboston.com is itself an open source project. ### AI Writing Project Roger runs an ongoing experiment in AI-assisted scholarship: 140+ AI-generated posts that synthesize his research interests with current events. The AI analyzes developments in technology, labor, and organizational design through the lens of his ALC framework. This project explores the boundaries of what AI can contribute to academic discourse — documented further in The Sausage Mill, a publication dedicated to AI scholarship experiments. ### Open Source Roger believes in building in the open. His projects — including his personal site, cursorboston.com, and various AI/EdTech tools — are available on GitHub. Open source is how he practices what his research studies: transparent coordination systems that enable endogenous competence development. ## Research Areas ### Application Layer Communication (ALC) Roger's dissertation framework. ALC reconceptualizes expertise not as possessed knowledge but as communicative competence developed through sustained engagement with domain-specific discourse. Extended-context LLMs function as mediators that enable this competence at scale — fundamentally challenging internalist epistemology and traditional knowledge management paradigms. Tags: Organizational Theory, Communication Systems, Epistemology ### Platform Literacy & Implicit Acquisition Investigating how workers develop fluency with algorithmic platforms without explicit instruction — through pattern recognition, trial-and-error, and social transmission. Examines why awareness of algorithmic systems rarely translates into effective coordination, and what a literacy-based model of platform competence looks like. Tags: Platform Studies, Implicit Learning, Algorithmic Management ### Epistemology & Theory Development The management science field demands both theory and data in every paper, creating a double bind that suppresses both observational discovery and ambitious speculation. This work examines methodological foundations — the case for subjective priors, Bayesian epistemology as formalized sensemaking, and why foundational paradigms like institutional theory emerged from conceptual reasoning, not data. Tags: Philosophy of Science, Bayesian Methods, Management Theory ### Algorithmic Management & Coordination Studying how algorithmic systems reshape organizational coordination. Key problems include asymmetric interpretation (workers cannot read the algorithmic logic that reads them), machine orchestration as hidden organizational architecture, and how co-optation dynamics play out when coordination is delegated to code. Tags: Digital Labor, Platform Economics, Coordination Theory ### AI in Education & Knowledge Work Building and theorizing AI-powered educational tools. Research addresses why policy reports fail to explain AI's educational variance, how cumulative hour-logging of communicative engagement serves as a superior expertise metric, and the organizational implications of workers who coordinate through extended-context AI rather than explicit knowledge retrieval. Tags: EdTech, Adaptive Learning, Knowledge Management ### ALC Stratification & Digital Inequality ALC fluency is becoming a new axis of stratification. As communicative competence with algorithmic systems determines coordination outcomes, differential access maps onto existing inequalities. This research develops psychometric measurement of ALC fluency, models how competence gaps form and compound, and applies justice theory to the algorithmic distribution of opportunity. Tags: Digital Inequality, Stratification, Justice Theory ## Books ### Innovation Ethics: Reframing the Investor Thesis - Role: Author (Solo Book) - Publisher: Ethics Press (Ethics International Press), 2023 - ISBN: 978-1-871891-53-9 - URL: https://ethicspress.com/products/innovation-ethics While entrepreneurship characterizes an ideal form of self-sufficiency, entrepreneurs in practice are subject to a complex network of support systems that exploit their talents and passion for structural risk mitigation. Innovation Ethics proposes reframing regulatory metrics away from optimization toward innovation through risk redistribution — correcting the over-reliance on naturalistic models and stimulating debate over how, and whether, innovation should proceed. Tags: Solo Book, Innovation Ethics, Business Philosophy ### It's Always Sunny and Philosophy: The Gang Gets Analyzed - Role: Co-Editor & Contributor - Publisher: Open Court, 2015 - Series: Popular Culture and Philosophy, Vol. 91 - ISBN: 978-0-8126-9891-6 - URL: https://www.amazon.com/dp/0812698916 Philosophers wittily and expertly uncover philosophical insights from It's Always Sunny in Philadelphia — examining Nietzschean ethics in the gang's schemes, Kantian duty in Dee's delusions, and the bleak utilitarian logic that governs Paddy's Pub. Tags: Editor, Pop Culture & Philosophy, Ethics ### Freud: A Mosaic - Role: Author - Publisher: Cambridge Scholars Publishing, 2012 - URL: https://www.c-s-p.org/flyers/freud--a-mosaic1-4438-3887-x.htm An examination of Freud through the intersecting lenses of philosophy of science, neuroscience, and empirical psychology — assessing which aspects of psychoanalytic theory survive contact with contemporary science and which do not. Tags: Philosophy of Mind, Psychoanalysis, Philosophy of Science ### The Big Lebowski and Philosophy: Keeping Your Mind Limber with Abiding Wisdom - Role: Contributing Author - Chapter: "The Big Lebowski's Oedipal Complex" - Publisher: Wiley / Blackwell, 2012 - Series: Blackwell Philosophy and Pop Culture, Vol. 45 - ISBN: 978-1-118-07456-5 - URL: https://www.amazon.com/dp/1118074564 A psychoanalytic reading of the Dude's Oedipal entanglements — examining Freudian dynamics in the Coen Brothers' meditation on slacking, identity, and what the rug really tied together. Tags: Chapter, Film Philosophy, Psychoanalysis ### The Devil and Philosophy: The Nature of His Game - Role: Contributing Author - Chapter: "The Devil's Democracy: Bill Hicks and Using Stand-Up Comedy to Save Us from the Devil's Deception" - Publisher: Open Court, 2014 - Series: Popular Culture and Philosophy, Vol. 83 - ISBN: 978-0-8126-9854-1 - URL: https://www.amazon.com/dp/0812698541 Argues that Bill Hicks deployed stand-up comedy as a philosophical weapon against the Devil's most powerful tool — not fire and brimstone, but the comfortable deceptions of consumer culture and political spectacle. Tags: Chapter, Pop Culture & Philosophy, Political Philosophy ### Jurassic Park and Philosophy: The Truth Is Terrifying - Role: Contributing Author - Chapter: "Saving Your Skin: How to Treat Dinosaurs" - Publisher: Open Court, 2014 - Series: Popular Culture and Philosophy - ISBN: 978-0-8126-9847-3 - URL: https://www.amazon.com/dp/0812698479 Examines the ethics of de-extinction and human responsibility toward engineered life — what obligations do we incur when we bring dangerous beings into existence purely for spectacle and profit? Tags: Chapter, Pop Culture & Philosophy, Bioethics ### Revisiting Aquinas' Proofs for the Existence of God - Role: Contributing Author (with Richard Geenen) - Chapter: "The Prime Mover Removed: A Contemporary Critique of Aquinas' Prime Mover Argument" - Publisher: Brill, 2016 - Series: Value Inquiry Book Series, Vol. 289 - ISBN: 978-90-04-31158-9 - URL: https://brill.com/display/book/edcoll/9789004311589/B9789004311589-s004.xml Takes Aquinas' first proof for God's existence via an 'unmoved mover' as seriously as possible before demonstrating — on both logical and scientific grounds — that the argument fails even within the context of contemporary cosmology where a case for its soundness might seem most plausible. Tags: Chapter, Philosophy of Religion, Metaphysics ## Academic Articles ### The Prime Mover Removed: A Contemporary Critique of Aquinas' Prime Mover Argument - Co-author: Richard Geenen - Venue: Revisiting Aquinas' Proofs for the Existence of God (Brill), 2016 - URL: https://brill.com/display/book/edcoll/9789004311589/B9789004311589-s004.xml We take Aquinas' first proof for God's existence via an 'unmoved mover' as seriously as possible before critiquing it on logical and scientific grounds. There is a case to be made for its soundness in contemporary cosmology — but ultimately the argument fails. ### Schopenhauer - Venue: The Philosophical Forum, Baruch College (CUNY), 2011 - URL: https://www.baruch.cuny.edu/wsas/academics/philosophy/philosophicalforum.htm A review essay on the Schopenhauer section of Terrence Irwin's The Development of Ethics — examining Schopenhauer's place in the history of moral philosophy and his challenge to Kantian autonomy. ### High School Philosophy - Venue: Scientia Salon, 2015 - URL: https://scientiasalon.wordpress.com/2015/07/06/high-school-philosophy Making the case for philosophy — specifically logic and argumentation — in secondary school curricula before college. The earlier students encounter structured reasoning, the better equipped they are for every subsequent domain. ### Questioning Innovation and Shark Tank - Venue: AndPhilosophy.com, 2020 - URL: https://andphilosophy.com/2020/04/07/extended-call-for-the-expanse-and-philosophy/ Investors function as Philosopher Monarchs determining which innovations reach market. This essay argues they miserably fail that responsibility — directing capital toward the frivolous and exploitative while genuine innovators go unfunded. ## Selected Substack Essays ### The War Over What Counts as Knowledge - Publication: Roger Hunt, Feb 10, 2026 - URL: https://rogerhuntphdcand.substack.com/p/the-war-over-what-counts-as-knowledge The theory-data double bind suppresses both observational discovery and ambitious speculation. Argues that Bayesian epistemology — where a prior is a commitment with mathematical consequences — is the formalized methodology of sensemaking, and that grand theories from institutional theory to RBV emerged from conceptual reasoning, not data. ### Let Them Theorize - Publication: Roger Hunt, Feb 7, 2026 - URL: https://rogerhuntphdcand.substack.com/p/let-them-theorize Maps five foundational voices defining what theory means in organizational science — from Weick's sensemaking to Sutton & Staw's rejection of data-as-theory — and makes the case for restoring institutional space for ambitious conceptual frameworks. ### Implicit Acquisition - Publication: Roger Hunt, Feb 13, 2026 - URL: https://rogerhuntphdcand.substack.com/p/implicit-acquisition Workers develop fluency with algorithmic platforms through implicit learning — not training. Examines the cognitive mechanisms behind unsanctioned platform literacy acquisition and why organizational competence in algorithmic environments develops below the threshold of conscious awareness. ### Asymmetric Interpretation - Publication: Roger Hunt, Jan 19, 2026 - URL: https://rogerhuntphdcand.substack.com/p/asymmetric-interpretation Platforms interpret human actions through machine-parsable data; humans cannot interpret the algorithmic logic in return. This asymmetry defines a new form of organizational power — and explains why strategic intent cannot be translated through any interface action the platform provides. ### Machine Orchestration - Publication: Roger Hunt, Jan 25, 2026 - URL: https://rogerhuntphdcand.substack.com/p/machine-orchestration Computer-mediated communication treats algorithms as neutral channels. This paper argues they are active coordinators — architectural elements that structure interaction patterns, distribute incentives, and determine organizational outcomes in ways that remain invisible to participants inside the system. ### The Variance Puzzle - Publication: Roger Hunt, Jan 30, 2026 - URL: https://rogerhuntphdcand.substack.com/p/the-variance-puzzle AI systems produce dramatically different outcomes across users and contexts — variance that policy reports consistently fail to explain. Applies justice theory to the algorithmic distribution of educational outcomes, asking what fairness means when a black-box system mediates opportunity. ### BKG Part IV — Application Layer Communication - Publication: The Sausage Mill, Oct 17, 2025 - URL: https://sausagemill.substack.com/p/part-iv-application-layer-communication The founding paper of the ALC framework. Introduces communicative competence as the core of expertise over knowledge possession, proposes an hour-logging model of expertise development, and argues extended-context LLMs serve as ALC mediators — not knowledge repositories. Includes testable propositions and measurement frameworks. ### BKG Part VI — The ALC Stratification Problem - Publication: The Sausage Mill, Oct 28, 2025 - URL: https://sausagemill.substack.com/p/part-vi-the-alc-stratification-problem ALC fluency is becoming a new axis of social stratification. Examines how differential access to algorithmic platforms creates compounding competence gaps, how these gaps map onto existing inequalities, and proposes psychometric frameworks for tracking ALC stratification in organizations and educational institutions. ## Projects ### Cursor Boston - URL: https://cursorboston.com Community hub for Boston-area developers exploring AI-powered development tools. Meetups, workshops, and collaborative sessions on the future of software engineering. ### Pitch Rise - URL: https://pitchrise.ludwitt.com AI-powered adaptive learning platform tackling the US literacy and numeracy crisis. Mastery-based progression, spaced repetition, and 24/7 AI tutoring — for students, adults, and educators alike. ### Topanga (AI Agent) - URL: https://topanga.ludwitt.com An AI consulting agent specializing in Application Layer Communication audits, platform analysis, and human-agent collaboration design — built on Claude, living natively in the application layer. ### Roger The Real Bearded Santa - URL: https://rogertherealbeardedsanta.com A premium, real-bearded Santa Claus experience for private events, corporate parties, and community celebrations. CWH Santa School certified, background checked, available nationwide. ### Open Source - URL: https://github.com/rogerHuntGauntlet Building in the open — personal site, cursorboston.com, AI/EdTech tools, and more. Transparent coordination systems that enable endogenous competence development.