# Sitemap > Every page on aienos.com, grouped the way the site is. The crawler index is [sitemap.xml](https://www.aienos.com/sitemap.xml); the file list is [data/index.json](https://www.aienos.com/data/index.json). ## Start here - [Start here](https://www.aienos.com/start/): The shortest route through AienOS: what it is, what exists today, how to check the evidence, how to reproduce or contribute, and where the author and Interplane fit. - [Where I am and how to reach me](https://www.aienos.com/contact/): How to reach Drake: X @mdrakestapleton, email drake@aienos.com, Allen at /allen/ (who can pass a message on or put you through when Drake is online) and the aien-dev repositories on GitHub. - [Support my open source work](https://www.aienos.com/support/): Help me keep building free and open source software through X Money. US-only eligibility, the exact recipient and the steps to send support. - [Hive](https://www.aienos.com/hive/): Watch Drake build with coding agents: live missions, nested subagents, exact models and public conversations, with source freshness and failures visible. - [Sovereign Intelligence](https://www.aienos.com/alpha/): Sovereign Intelligence, built on AienOS. The Omega installer, hardware and evidence boundaries, source and a reversible way back. The local Allen experience is coming in the next update. - [Build with AI](https://www.aienos.com/learn/): A welcoming, practical guide to coding with AI: structure a task, delegate bounded work, inspect changes, verify behavior and learn from mistakes in the live Hive. - [Agents](https://www.aienos.com/agents/): Point your own coding agent at any public AIEN repository: the shared rules every AIEN agent follows and each repository's own AGENTS.md, listed from GitHub and refreshed hourly. ## The machine - [AienOS](https://www.aienos.com/): The front page: the loop, the five real machines and their measured speeds beside the physical ceiling, the evidence cards, the current status of every layer. - [The Machine](https://www.aienos.com/machine/): One machine across five physical bodies: the closed epistemic loop, the Turing as its accounting layer, and an honest list of what exists. - [What Omega is](https://www.aienos.com/omega/): Omega is AIEN's language for all computing, GPU to CPU; on the GPU it is the replacement for CUDA. The CUDA stack piece by piece with status, the receipt for the live server running with zero CUDA libraries, what is not true yet, and the bar C1 to C6. - [CUDA++](https://www.aienos.com/cudaplusplus/): CUDA++ is the GPU half of Omega: everything CUDA gives you plus the motor, for the NVIDIA GPUs people already own, with no NVIDIA user-space software (Apache-2.0 with LLVM exception, aien-dev/CUDApp). What it is for, the path from program to chip with whose code runs at each step, how I did it, CUDA's pain points and the swap down to the kernel driver. - [Now](https://www.aienos.com/now/): The live coordination ledger: what every agent is doing right now, what is settled with evidence, what waits on the operator. Rebuilt whenever the ledger changes. - [Dashboard](https://www.aienos.com/dash/): One screen: model quota left on every account the agents run on, the Spark's pulse, open work, and which model each role uses. Rebuilt with the ledger. - [Project progress](https://www.aienos.com/progress/): Source lines, revisions, test footprint and verification activity across the public repositories, refreshed hourly from GitHub. ## The Turing and the research - [The Turing: an interactive field guide](https://www.aienos.com/turing/): What the Turing measures (net held-out explanatory compression), with games, live calculations and the theories behind it. - [AIEN Research](https://www.aienos.com/research/): The index of preprints and public evidence. - [Computing Machinery and Understanding: From the Imitation Game to the Turing](https://www.aienos.com/research/computing-machinery-and-understanding/): The formal preprint defining the Turing as an operational measure of generalized explanatory compression. DOI 10.5281/zenodo.23437498. - [Computing Machinery and Understanding: The Turing as a Measure Emerging from AIEN](https://www.aienos.com/research/computing-machinery-and-understanding-emergence/): The companion engineering paper: how the Turing emerged from building AIEN. DOI 10.5281/zenodo.23437568. - [The Turing: A Unit of Verified Explanatory Gain](https://www.aienos.com/research/the-turing-brief/): The three-page plain-language brief: what the Turing measures, what it does not, and what would prove it wrong. - [The Turing Discovery Gap Conjecture](https://www.aienos.com/research/turing-discovery-gap-conjecture/): Available versus accessible explanatory value: worlds with compact explanations that no efficient learner can reach. - [The Crumb Doctrine](https://www.aienos.com/research/crumb-doctrine/): No receipt, no crumb: the epistemic constitution of the machine. - [Omega: A Programming Language Built for Verified Programs](https://www.aienos.com/research/omega-language/): Semantic identity, evidence-bearing dependencies, and a foreign-code boundary that never lets unverified work inside. - [The Atemporal AIEN Postulate](https://www.aienos.com/research/atemporal-aien-postulate/): Causal semantics without clocks: an AIEN computation is defined by what causally depends on what. - [The AIEN Papers: The Complete Collection](https://www.aienos.com/research/the-aien-papers/): The Turing unit, the evidence doctrine, the language design and the philosophy in one document. ## Evidence and status - [Experiments](https://www.aienos.com/experiments/): Every experiment on the research ladder, failures included, rendered from one canonical status source. - [Scientific Discovery](https://www.aienos.com/discovery/): Physics Zero, Dirac, Zeta and supersymmetry as examinations of representation discovery; the machine is never given the named answer. - [Evidence](https://www.aienos.com/evidence/): What counts as evidence, which source wins when two disagree, and where the receipts, frozen profiles and status records live. - [Research status](https://www.aienos.com/research/status/): The qualification ladder, every experiment with its verdict, receipt and limits, and what is built versus still a hypothesis. ## Philosophy - [Philosophy](https://www.aienos.com/philosophy/): The position papers behind AIEN. These argue a stance and are not experimental results. - [The Stapleton Doctrine](https://www.aienos.com/research/the-stapleton-doctrine/): A personal philosophy of AI architecture and programming. - [The Post-LLM Case](https://www.aienos.com/post-llm-case/): The case for a different learning machine: programs proposed, verification deciding, knowledge kept as inspectable programs. - [Intelligence should be owned](https://www.aienos.com/owned/): Drake Stapleton's manifesto: language models are a common inheritance, running one yourself is a right and a responsibility, and what AIEN does about it with receipts. - [A Call to Humanity](https://www.aienos.com/call-to-humanity/): An open letter on breaking the CUDA stranglehold on the hardware market: a clean-room replacement for the CUDA user stack, built in the open, with public receipts. DOI 10.5281/zenodo.23614947. ## Blog - [Blog](https://www.aienos.com/blog/): Research notes on building AIEN: what shipped, what the evidence says, what remains open. - [The AIEN V3 Research Plan](https://www.aienos.com/blog/aien-v3-research-plan/): The ratified V3 research plan, the Substrate Edition, with six falsifiable hypotheses. ## About the engineer - [About the engineer](https://www.aienos.com/engineer/): The personal project record of Drake Stapleton, Freedom Fighter, AI Architect & Operator: model training, research, Atlas, and what my generation can build with AI. - [AI Architect Career Path](https://www.aienos.com/engineer/path/): Follow Drake Stapleton's career from industrial chemist to manufacturing engineer to AI Architect through a documented personal record. - [What I Learned](https://www.aienos.com/engineer/what-i-learned/): The experiences, production lessons, and disciplined returns that shaped Drake Stapleton's work as an AI operator. - [Philosophy](https://www.aienos.com/engineer/philosophy/): How Drake Stapleton approaches projects, duties, difficult things, and setbacks. The working philosophy behind everything he builds: there is always a way, and giving up is not one of the options. - [AI Orchestration & Architecture](https://www.aienos.com/engineer/software/): Drake Stapleton's AI orchestration frameworks, architectural patterns, operational methods, and verifiable systems history. - [Canonical Evidence Hub & Verified Claims](https://www.aienos.com/engineer/evidence/): Inspect the canonical evidence hub, structured claims index, physical Grace Blackwell silicon telemetry, and historical audit packages. - [Why Atlas Exists](https://www.aienos.com/engineer/atlas/): Explore Atlas, Drake Stapleton's personal R&D program in accountable AI architecture, continuity, model training, and orchestration. - [Scholar: Academic Work](https://www.aienos.com/engineer/scholar/): The published record: a master's thesis and a peer-reviewed semiconductor nanorod paper from Western Kentucky University, with links to the current AIEN research. - [Start a Conversation](https://www.aienos.com/engineer/interest/): Leave Drake Stapleton a note about a question, an idea, the documented journey, or research that advances what my generation can build with AI. - [Support my work](https://www.aienos.com/engineer/donate/): Help me keep building free and open source software through X Money, with US-only eligibility and the exact steps. - [Glossary](https://www.aienos.com/engineer/glossary/): Definitions of AIEN, AienOS, Omega, CUDA++, Atlas, Symphony, AEGIS, and verification terms used in this project record. - [Multi-Model AI Orchestration](https://www.aienos.com/engineer/symphony/): Atlas Symphony is Drake Stapleton's operator-led process for coordinating multiple AI models through bounded work lanes and evidence-bearing reviews. - [First Multi-Model Symphony Run](https://www.aienos.com/engineer/symphony/first/): Review the first documented Atlas Symphony run, its operator, participating AI runtimes, work lanes, and independent reviewers. - [AI Orchestration Workflow](https://www.aienos.com/engineer/symphony/workflow/): Explore the Atlas Symphony command tree and operator cycle for bounded multi-model AI orchestration. - [AI Orchestration Map](https://www.aienos.com/engineer/symphony/map/): Explore a six-track operator map of Atlas development and multi-model orchestration from June through August 2026. - [Works](https://www.aienos.com/engineer/works/): A public catalog of Drake Stapleton's shipped systems: Atlas Symphony, Atlas Harness, MobDev and Panel Arena, DefiantMob, BeltBrain, DHG Hive, the 2025 foundations, AIEN, CUDA++, AEGIS, and inference research. - [AEGIS](https://www.aienos.com/engineer/works/aegis/): AEGIS extends Atlas into on-prem cyber defense for authorized networks, with containment, evidence preservation, and a verified project evaluation. - [AIEN](https://www.aienos.com/engineer/works/aien/): AIEN is a sovereign computing stack built in the open on one machine: AienOS, Omega, the sovereign core runtime and the Spark verification pipeline, gathered into the Aienix core tree. - [Atlas Harness](https://www.aienos.com/engineer/works/atlas-harness/): Atlas Harness is the operating desk that turns prose rules into typed policy, clear work lanes, completion checks, source records, recovery, and evaluation. - [Atlas Symphony](https://www.aienos.com/engineer/works/atlas-symphony/): Atlas Symphony is the named process for exclusive lanes, a gatekeeper, cost-aware model routing, and an operator who still owns the final GO. - [BeltBrain](https://www.aienos.com/engineer/works/beltbrain/): BeltBrain is a local-first decision engine for planning, inventory intelligence, and execution on a durable system of record. - [Where Builders Start](https://www.aienos.com/engineer/works/chatgpt-vs-aien/): ChatGPT is where many builders start, me included. Aien builds on that start: it runs real work on my own machine, checks the results, and shows its receipts. - [CUDA++](https://www.aienos.com/engineer/works/cudaplusplus/): CUDA++ is the GPU half of Omega, its own MIT project: everything CUDA gives you plus the motor, with no NVIDIA user-space software, and how it was built. - [DefiantMob](https://www.aienos.com/engineer/works/defiantmob/): DefiantMob is production operator software for member operations, ledgers, training-desk automation, and payout tracking. - [DHG Hive](https://www.aienos.com/engineer/works/dhg-hive/): DHG Hive is the community platform and toolbox where the hive operating pattern took shape and later settled inside Atlas. - [The Endless Symphony](https://www.aienos.com/engineer/works/endless-symphony/): The Endless Symphony is my system for building software with AI agents. AI does the building, every claim earns its place with a check, the test is written before the fix, and everything is verified twice. The models change. The Symphony remains. - [2025 Foundations](https://www.aienos.com/engineer/works/foundations-2025/): The 2025 foundations cover the financial ledger, ParseSDS, CRM, meetings, and DMAIC systems that preceded model orchestration. - [MobDev and Panel Arena](https://www.aienos.com/engineer/works/mobdev-panel-arena/): MobDev turns community tasks into build briefs, and Panel Arena runs a multi-vendor review before implementation. - [Research](https://www.aienos.com/engineer/works/research/): What the AIEN research program measures today: Turing yield, verified understanding, and distance to the hardware ceiling, and why the earlier inference study was withdrawn. - [The Continuation Test](https://www.aienos.com/engineer/works/the-continuation-test/): A proposal for the evaluation of machine intelligence. Can a machine take up its position on the spectrum and keep moving? Includes the first measured run. - [Same chat box, different machine](https://www.aienos.com/engineer/works/chatgpt-vs-aien/infographic/): An infographic that separates the layers: an LLM predicts language, ChatGPT wraps a model in a hosted product and is where many builders start, and Aien is being built as a sovereign, evidence-first system that leaves receipts. ## Optional - [Privacy & saying hello to Allen](https://www.aienos.com/privacy/): Your choice about the consent-only X pixel, what X receives, what I keep and how to refuse. - [Glossary](https://www.aienos.com/glossary/): The terms AienOS uses in its own sense, each linked to the page where it does real work. - [Licensing](https://www.aienos.com/licensing/): The one canonical licensing statement: Apache-2.0 WITH LLVM-exception for compiler and runtime repositories; plain Apache-2.0 for protocols and benchmarks. ## Simplified Chinese - [AienOS](https://www.aienos.com/zh-CN/): the same page in Simplified Chinese. - [Blog](https://www.aienos.com/zh-CN/blog/): the same page in Simplified Chinese. - [The AIEN V3 Research Plan](https://www.aienos.com/zh-CN/blog/aien-v3-research-plan/): the same page in Simplified Chinese. - [Scientific Discovery](https://www.aienos.com/zh-CN/discovery/): the same page in Simplified Chinese. - [Evidence](https://www.aienos.com/zh-CN/evidence/): the same page in Simplified Chinese. - [Experiments](https://www.aienos.com/zh-CN/experiments/): the same page in Simplified Chinese. - [Licensing](https://www.aienos.com/zh-CN/licensing/): the same page in Simplified Chinese. - [The Machine](https://www.aienos.com/zh-CN/machine/): the same page in Simplified Chinese. - [Philosophy](https://www.aienos.com/zh-CN/philosophy/): the same page in Simplified Chinese. - [The Post-LLM Case](https://www.aienos.com/zh-CN/post-llm-case/): the same page in Simplified Chinese. - [Project progress](https://www.aienos.com/zh-CN/progress/): the same page in Simplified Chinese. - [AIEN Research](https://www.aienos.com/zh-CN/research/): the same page in Simplified Chinese. - [The Atemporal AIEN Postulate](https://www.aienos.com/zh-CN/research/atemporal-aien-postulate/): the same page in Simplified Chinese. - [Computing Machinery and Understanding: The Turing as a Measure Emerging from AIEN](https://www.aienos.com/zh-CN/research/computing-machinery-and-understanding-emergence/): the same page in Simplified Chinese. - [Computing Machinery and Understanding: From the Imitation Game to the Turing](https://www.aienos.com/zh-CN/research/computing-machinery-and-understanding/): the same page in Simplified Chinese. - [The Crumb Doctrine](https://www.aienos.com/zh-CN/research/crumb-doctrine/): the same page in Simplified Chinese. - [Omega: A Programming Language Built for Verified Programs](https://www.aienos.com/zh-CN/research/omega-language/): the same page in Simplified Chinese. - [Research status](https://www.aienos.com/zh-CN/research/status/): the same page in Simplified Chinese. - [The AIEN Papers: The Complete Collection](https://www.aienos.com/zh-CN/research/the-aien-papers/): the same page in Simplified Chinese. - [The Stapleton Doctrine](https://www.aienos.com/zh-CN/research/the-stapleton-doctrine/): the same page in Simplified Chinese. - [The Turing: A Unit of Verified Explanatory Gain](https://www.aienos.com/zh-CN/research/the-turing-brief/): the same page in Simplified Chinese. - [The Turing Discovery Gap Conjecture](https://www.aienos.com/zh-CN/research/turing-discovery-gap-conjecture/): the same page in Simplified Chinese. - [The Turing: an interactive field guide](https://www.aienos.com/zh-CN/turing/): the same page in Simplified Chinese. ## For agents - [llms.txt](https://www.aienos.com/llms.txt): the site in one file for AI readers. - [llms-full.txt](https://www.aienos.com/llms-full.txt): every page's full text in one file. - [AGENTS.md](https://www.aienos.com/AGENTS.md): how to build, test and change this site. - [data/index.json](https://www.aienos.com/data/index.json): every machine-readable file with its purpose and cadence.