--- title: 3,100+ Views & 2,100+ Downloads in 4 Months: The... description: A self-published research portfolio claims a 'substrate-native integer computing' architecture (NUMEN OS / QuatOS) has reached 3,100+ views and 2,100+... canonical: https://daily.dev/posts/3-100-views-amp-2-100-downloads-in-4-months-the-substrate-native-integer-computing-breakthrough-fwwofkxhh twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: 3,100+ Views & 2,100+ Downloads in 4 Months: The Substrate-Native Integer Computing Breakthrough | daily.dev og:description: A self-published research portfolio claims a 'substrate-native integer computing' architecture (NUMEN OS / QuatOS) has reached 3,100+ views and 2,100+... og:url: https://daily.dev/posts/3-100-views-amp-2-100-downloads-in-4-months-the-substrate-native-integer-computing-breakthrough-fwwofkxhh og:image: https://api.daily.dev/og/posts/FwwOfKxhh.png og:image:alt: 3,100+ Views & 2,100+ Downloads in 4 Months: The Substrate-Native Integer Computing Breakthrough og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # 3,100+ Views & 2,100+ Downloads in 4 Months: The Substrate-Native Integer Computing Breakthrough **[Dan Dragolich](https://daily.dev/sources/qftu5ioyd5lvzrmhx2wru)** · [@fatmandandan](https://daily.dev/fatmandandan) · 3 min read · 0 upvotes · 0 comments ## Summary A self-published research portfolio claims a 'substrate-native integer computing' architecture (NUMEN OS / QuatOS) has reached 3,100+ views and 2,100+ downloads on Zenodo over four months. It asserts a wide array of extraordinary results: nanosecond fixed-point graphics rendering without a GPU, zero-collision O(1) memory recall, gradient-free training using Banach fixed-point mappings, a symbolic compiler with thousands-fold compression, quantum trials on an IBM 133-qubit processor, biological heart-rate coherence effects, and near-perfect scores on the ARC-AGI-3 benchmark. The write-up is explicitly AI-formatted from the author's own material and promotes a Zenodo community page and a companion video. ## Content Notice on AI-Assisted Synthesis and Research Attribution This technical overview was formatted and structured using AI processing tools as an execution instrument for data translation. Artificial intelligence functions strictly as a tool, not the source of intelligence—all underlying mathematical physics, custom Q-ISA assembly drivers, symbolic language ciphers, and empirical verifications represent original human research by Daniel Edward Dragolich at Dragolich Research Labs LLC1.  Research Portfolio Milestone Over the past four months of open publication, the NUMEN OS and QuatOS research architecture portfolio has accumulated **3,100+ views** and **2,100+ downloads** on Zenodo. The published materials document a deterministic, integer-only computing substrate designed to address floating-point nondeterminism and memory bandwidth limitations in artificial intelligence systems23.  Key Technical Architecture and Empirical Findings - **Bare-Metal Substrate Execution**: Operates a $Q16.16$ / $Q32.32$ fixed-point engine executing register-resident x86-64 assembly routines in 15–40 nanoseconds, rendering fixed-point 3D graphics at 1,050 FPS on a single CPU core without GPU hardware2more_horiz. - $O(1)$** Grounded Memory Recall**: Uses Dual Golden Spiral Manifold Addressing to execute lookups in 16.3 nanoseconds with $0.000\%$ collisions across 32-bit address space2more_horiz. - **Gradient-Free Training**: Replaces backpropagation calculus with Banach fixed-point contraction mappings, consuming $0.414\text{ Joules}$ per model training cycle2more_horiz. - **ReL Symbolic Compression**: Utilizes an analog-first programming language with 207 Supplemental Mathematical Operator glyphs (`U+2A00`–`U+2ACE`), compiled via the 8-stage QuatCompiler into `.quat` binaries at a $67.3\times$ semantic compression ratio8more_horiz. - **Empirical Quantum Trial**: Executed 25 test circuits on IBM's 133-qubit Torino processor (Job ID: `d672st3e4kfs73d1cf10`), demonstrating $96.6\%$ state-space coverage and a $57.6\%$ information gain via ternary encoding1213. - **Autonomic Biological Synchrony**: Independently derived HeartMath's $0.10\text{ Hz}$ Mayer wave coherence frequency from golden ratio equations, achieving a 12-fold increase in system heart rate variability (SDNN metric from 5.84 ms to 71.3 ms) over 10 days of continuous operation1415. - **Reasoning Benchmarks**: Completed 24 out of 25 live games on the ARC-AGI-3 reasoning benchmark and cleared Super Mario Bros 1-1 on the first attempt with 0 deaths16.  Primary Resources and Citation Index - **Zenodo Community Repository**: [zenodo.org/communities/pi_origin_architecture](https://www.google.com/url?sa=E&q=https%3A%2F%2Fzenodo.org%2Fcommunities%2Fpi_origin_architecture)2 - **Master Capstone DOI**: [10.5281/zenodo.22210691](https://www.google.com/url?sa=E&q=https%3A%2F%2Fdoi.org%2F10.5281%2Fzenodo.22210691)217 - **Live Platform & Telemetry**: [dragolich.abacusai.app](https://www.google.com/url?sa=E&q=https%3A%2F%2Fdragolich.abacusai.app%2F)18  **U** **nified Citation Format:** Dragolich, D. (2026). _The Complete NUMEN Architecture: Thermodynamic Framing, Silicon Implementation, and Sovereign Telemetry of Deterministic Integer Computation._ Dragolich Research Labs LLC. Master DOI Index: 10.5281/zenodo.22070727, 10.5281/zenodo.2221069119.  Video premeire at 3 pm today. This is, again, AI, but is all based off of the information in the zenodo.org/communities/pi_origin_architecture community page. It is a novel as can be. It is up for interpretation, analysis, critique, whatever. Data doesn't care. It is observed, not dictated. Cheers. [https://youtu.be/VsgnXJ5bWtk](https://youtu.be/VsgnXJ5bWtk) ## Similar posts on daily.dev - [GitHub - robertcprice/nCPU: nCPU: model-native and tensor-optimized CPU research runtimes with organized workloads, tools, and docs](https://daily.dev/posts/github---robertcprice-ncpu-ncpu-model-native-and-tensor-optimized-cpu-research-runtimes-with-organ-vczbswk1u) · Hacker News · 0 upvotes · 0 comments - [IonQ and Synopsys Report Up to 14.6% Faster Engineering Simulations](https://daily.dev/posts/ionq-and-synopsys-report-up-to-14-6-faster-engineering-simulations-r3oyd83ue) · The Quantum Insider · 0 upvotes · 0 comments - [Multiverse says its 438B model is fast enough for AI agents. The benchmarks tell a more complicated story.](https://daily.dev/posts/multiverse-says-its-438b-model-is-fast-enough-for-ai-agents-the-benchmarks-tell-a-more-complicated--z03k5or4o) · The New Stack · 0 upvotes · 0 comments - [Top SA computer scientist on IBM’s chip breakthrough](https://daily.dev/posts/top-sa-computer-scientist-on-ibm-s-chip-breakthrough-gnfrdyxct) · TechCentral · 0 upvotes · 0 comments --- Tags: [#quantum-computing](https://daily.dev/tags/quantum-computing) [View this post on daily.dev](https://daily.dev/posts/3-100-views-amp-2-100-downloads-in-4-months-the-substrate-native-integer-computing-breakthrough-fwwofkxhh) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"DiscussionForumPosting","mainEntityOfPage":"https://daily.dev/posts/3-100-views-amp-2-100-downloads-in-4-months-the-substrate-native-integer-computing-breakthrough-fwwofkxhh","headline":"3,100+ Views & 2,100+ Downloads in 4 Months: The Substrate-Native Integer Computing Breakthrough","text":"A self-published research portfolio claims a 'substrate-native integer computing' architecture (NUMEN OS / QuatOS) has reached 3,100+ views and 2,100+ downloads on Zenodo over four months. 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