I design standards-style frameworks, whitepapers, and RFC-grade specifications that model rights, access, and interoperability in digital systems. My current flagship project is the Universal Sports Graph (USG), a protocol for structuring sports rights and tokenized access. I also maintain a research archive of briefs and papers that explore how clearer incentives shape modern infrastructure.
The Universal Sports Graph defines a neutral interoperability standard for live sports: a rights registry, a universal Access API, and a league-governed clearinghouse that reconcile revenue and audit logs. By treating broadcast rights as structured data and access as an API, the Graph converts fragmentation into incremental revenue without cannibalizing subscriptions—transforming sports distribution from a patchwork of apps into shared infrastructure. The model introduces $4.99 day-passes, a 40 / 40 / 20 revenue split, and phased governance toward a global, regulator-aligned standard.
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Published RFC 0002: The USG Entitlement Token Profile, a standards-track specification defining how tokenized sports access is issued, validated, and enforced within the Universal Sports Graph. The memo introduces mandatory claims, replay protection, security and privacy requirements, verification logic, and a unified error model — establishing the first enforceable contract surface of the USG protocol stack.
Released the Universal Sports Graph blueprint, a systems-level whitepaper that sketches how a global sports rights graph could sit above leagues, broadcasters, and streamers. The paper lays out the economic logic, governance model, and implementation paths that RFC 0001 later formalizes into a protocol.
Published RFC 0001: The Universal Sports Graph, a protocol for rights, reach, and real-time access. The memo defines a neutral interoperability framework for sports rights registration, tokenized access, and clearinghouse settlement — treating broadcast rights as structured data that can move cleanly across platforms, leagues, and distributors.
Independent whitepapers that model how industries, platforms, and public systems can be redesigned through interoperability, rights structures, and protocol-oriented architecture spanning college sports, streaming, mobility, electrification, and institutional design.
Published: October 13, 2025
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Published: September 1, 2025
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Published: July 28, 2025
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Published: July 25, 2025
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Published: July 1, 2025
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Published: June 24, 2025
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Published: June 13, 2025
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Published: June 5, 2025
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Published: May 13, 2025
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Published: April 17, 2025
Read Paper→Browsers are the world's most universal software, yet their first mile remains blank. The Content Layer proposes a constitutional upgrade: replacing the empty browser start page with user-chosen premium dashboards like Netflix, Xbox, Disney, Civics and routing a small, ring-fenced revenue skim into a Defense Fund for the Open Web. The model converts wasted real estate into a recurring civic dividend, establishing predictable funding for digital infrastructure while preserving market competition and user choice.
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This new whitepaper explores how Netflix could quietly capture cable, FAST, and syndicated viewers not to pull them into the app immediately, but to monetize them where they already are. This isn't regression. It's backwards compatibility at platform scale.
This Is Serious.
College sports hasn't been “amateur” in a long time.,
Short, structured documents that translate my whitepapers and protocol work into clear, actionable summaries for people working with systems, infrastructure, and decision models.
A single-season, league-platform pilot for the Universal Sports Graph.
An 8-page implementation brief translating the USG whitepaper and RFC 0001 into a real-world pilot: rights schema v0.1, Access API stub, clearinghouse sandbox, governance structure, KPIs, and next steps for running a 2026 single-season, $4.99 day-pass pilot between a league and a streaming platform.
A blueprint-grade whitepaper proposing a national education infrastructure standard that guarantees every student uninterrupted access to daily grade-level instruction — anywhere in America. By blending in-person and digital capacity, MVC ensures continuity during disruptions while supporting enrichment, remediation, and local control. Designed as a shovel-ready, award-facing model, MVC demonstrates measurable ROI within one budget cycle.
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Same 82 games. Same revenue base. But a very different March.
It's not that they don't understand the numbers. It's not that they haven't seen the headlines. It's not that they think the current model is working.
Not Even Close.
Protocol designs and RFC-style specifications that formalize interoperable models, rights structures, and implementation patterns developed through my independent research.
A Standards-Track Specification for Tokenized Sports Access
This RFC defines the USG Entitlement Token Profile, a standards-track specification for issuing, validating, and enforcing tokenized authorization within the Universal Sports Graph. It provides mandatory claims, optional extensions, security and privacy requirements, replay protection, error semantics, and verification logic for interoperable sports access.
A Protocol for Rights, Reach, and Real-Time Access
This RFC defines the Universal Sports Graph (USG), a neutral interoperability framework for sports rights registration, tokenized access, and clearinghouse settlement. It treats broadcast rights as structured data to enable transparent distribution, programmable contracts, and federated sports access.
An independent whitepaper proposing a structural upgrade to the NBA's regular season: what if the league reshuffled teams into intra-conference groups after the All-Star break turning February into playoff qualification and eliminating meaningless games? Written from the perspective of a developer and systems thinker, this project blends schedule logic, labor integrity, and fan narrative to reimagine late-season stakes without disrupting the 82 game model.
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A unified architecture connecting my systems research across sectors — ideas → protocols → platform.
Platform is the unifying architecture behind my whitepapers, briefs, and RFC-style specifications. It describes how interoperable systems behave when modeled with clarity, transparent rights structures, and well-defined incentives.
Across sectors, the work repeats three recurring moves that shape the broader platform model.
The canon functions as an evolving research archive. Each artifact contributes a structural insight, and together they inform the broader platform thesis.
Briefs translate research into decision-maker language—executive summaries, one-pagers, and sector-specific guidance. They bridge whitepapers and protocols by turning system logic into actionable clarity.
Whitepapers explore sector logic. RFC-style specifications formalize those insights into standards-oriented models. The Universal Sports Graph (USG) is the flagship example, and additional structures may be elevated into RFCs as the work develops.
The workflow forms a loop: whitepapers open a sector, briefs translate implications, RFCs harden models into standards-style structures, and Platform ties these components together into a coherent systems thesis.
Current work focuses on expanding the protocol layer, organizing the canon, and developing a stable home for long-term standards work.
A strategic whitepaper proposing how Netflix could monetize non-subscribers by acquiring and upgrading low-tier cable and FAST channels. The paper outlines a system for extracting subscriber-equivalent revenue from shadow viewers turning reruns into revenue and legacy infrastructure into a profitable, modern funnel.
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You wouldn't build it this way today. Not in 2025. Not if you had a clean sheet.
The NBA season doesn't need more events. It needs structure.
Because they're not buying what it is. They're buying what it could be if it were structured and run differently.
Independent Researcher & Protocol Designer
I'm an independent researcher focused on how digital systems can be made clearer, more interoperable, and easier to govern. My work centers on designing models, schemas, and protocol-oriented frameworks that describe how rights, access, and incentives move through modern infrastructure.
My background is in software and interface design, and I still approach problems through those lenses—treating systems as interfaces, tracing constraints, and mapping how small architectural choices compound into large institutional effects. I prototype when needed, but my core work sits at the intersection of systems thinking, protocol design, and structural analysis.
My current flagship project is the Universal Sports Graph (USG) a standards-grade framework for representing sports rights, entitlements, and interoperable distribution. Alongside USG, I maintain a broader research archive of whitepapers, briefs, and RFC-style documents that explore how different sectors behave under clearer incentives and better-defined structures.
An independent whitepaper exploring a provocative, under-discussed idea: what if universities spun off their athletic programs like businesses and later bought them back once the sports bubble collapses? Written from the perspective of a developer and retail veteran, this project blends outsider logic with institutional insight to propose a hedge strategy for higher education's uncertain future.
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Published RFC 0001: The Universal Sports Graph, a protocol for rights, reach, and real-time access. The memo defines a neutral interoperability framework for sports rights registration, tokenized access, and clearinghouse settlement — treating broadcast rights as structured data that can move cleanly across platforms, leagues, and distributors.
Released a new whitepaper, The Content Layer: A Constitutional Upgrade to the Browser Start Page, proposing a structural redesign of the browser's first mile. The framework replaces the blank start page with user-chosen premium dashboards and a mandated revenue skim that funds a permanent Defense Fund for the Open Web — creating predictable civic funding, sustainable browser economics, and a governed foundation for the public web.
Released a new whitepaper, Minimum Viable Classroom, proposing a national education infrastructure standard that guarantees every student uninterrupted access to daily grade-level instruction anywhere in America. The blueprint blends in-person and digital capacity, preserves local control, and demonstrates measurable ROI within one budget cycle.
Released a new whitepaper, The Shadow Subscription, proposing how Netflix could monetize non-subscribers by acquiring low-tier cable and FAST channels. The paper outlines a strategy to extract subscriber-equivalent revenue from shadow viewers turning reruns into revenue and the legacy bundle into a modern funnel.
I'm open to thoughtful conversations, collaboration, and roles that sit at the intersection of software and systems. If you've read my work or see overlap with something you're building, feel free to reach out.
A strategic whitepaper proposing a new structure for advertising that dynamically assembles localized, sponsor-driven experiences within video content. AEEA turns passive impressions into curated, bookable experiences blending media, commerce, and localization at scale.
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Released a strategic memo unifying six whitepapers into one thesis: that the platforms replacing our institutions must be redesigned for humanity, not just scale. It introduces Humanity First Platforms a framework for rethinking how systems across energy, education, and media are built, governed, and sustained.
Released my latest whitepaper, Less Than Net Zero, exploring how the U.S. could make residential electricity free not as a subsidy, but as a generative strategy. The paper argues that unlocking free power at scale could fuel AI, manufacturing, affordability, and a new era of national growth reframing the electric grid as America's most underleveraged engine.
Released my latest whitepaper, 'Artificial Enhanced Experience Advertising' proposing a system where ads dynamically assemble sponsor-driven, localized experiences that viewers can book or purchase in real time turning passive impressions into actionable, curated commerce.
Released my latest whitepaper, 'The $1,000 Problem / The $750 Solution' proposing how car companies can reframe ownership through all-inclusive subscriptions eliminating hidden costs, leveraging platform scale, and delivering a true mobility bargain for the middle class.
A strategic whitepaper exploring how the U.S. could make residential electricity free not as a subsidy, but as a lever to unlock national growth. This proposal reframes the electric grid as a generative economic engine that powers AI, manufacturing, affordability, and global competitiveness.
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