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<!doctype html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width,initial-scale=1"><title>Research Projects · Vladislav Bliznyukov</title><meta name="description" content="Research portfolio of Vladislav Bliznyukov: Persistent Reasoning, ROTA / Context Rollover, O.P.E.N. EYES / PDSN, DTMC and CMIFR."><meta name="theme-color" content="#153d37"><link rel="stylesheet" href="/style.css"></head><body><a class="skip" href="#main">Skip to content</a><header><nav class="wrap" aria-label="Main navigation"><a class="brand" href="/"><span class="mark">VB</span> Research projects</a><div class="navlinks"><a href="/rota/">ROTA / Rollover</a><a href="/open-eyes/">O.P.E.N. EYES</a><a href="/fusion/">Fusion</a><a href="#contact">Contact ↗</a></div></nav></header><main id="main"><section class="hero wrap"><div><span class="eyebrow">Vladislav Bliznyukov / Research portfolio</span><span class="status">AI Systems Engineer and Researcher</span><h1>Systems that<br>carry state<br>forward.</h1><p class="intro">Independent work across AI reasoning, object-based representation, distributed observation and fusion systems architecture. Explore each project’s idea, current maturity and next experiment.</p><div class="actions"><a class="button primary" href="#projects">Explore the projects ↓</a><a class="button" href="#contact">Discuss collaboration ↗</a></div></div><div class="hero-art"><div class="art-top"><span>ARCHITECTURE SKETCH</span><span>CONCEPTUAL</span></div><div class="diagram-box "><strong>Represent</strong><p>Objects · decisions · constraints · observations</p></div><div class="diagram-arrow" aria-hidden="true">↓</div><div class="diagram-box accent"><strong>Govern change</strong><p>Explicit state · traceable transitions · validation</p></div><div class="diagram-arrow" aria-hidden="true">↓</div><div class="diagram-box "><strong>Test the architecture</strong><p>Bounded prototypes · measurable questions · collaboration</p></div><p class="art-caption">A shared systems perspective across distinct research domains.</p></div></section><section class="section wrap" id="projects"><span class="eyebrow">01 / Project directory</span><h2>Four directions.<br>Clear entry points.</h2><div class="overview"><a class="panel" href="https://persistentvlad.github.io/persistent-reasoning-architecture/"><span class="eyebrow">Experimental prototype</span><h3>Persistent Reasoning / PR Light</h3><p>Durable reasoning artifacts, explicit constraints and inspectable state for long-running AI workflows.</p><span class="more">Explore project ↗</span></a><a class="panel" href="/rota/"><span class="eyebrow">Conceptual research</span><h3>ROTA / Context Rollover</h3><p>Context Rollover bridges Persistent Reasoning and ROTA: carrying working state across sessions, then rendering task-relevant object context.</p><span class="more">Explore project ↗</span></a><a class="panel" href="/open-eyes/"><span class="eyebrow">Concept architecture · TRL ~2</span><h3>O.P.E.N. EYES / PDSN</h3><p>A collaborative direction for connecting observation platforms, shared awareness and earlier warning.</p><span class="more">Explore project ↗</span></a><a class="panel" href="/fusion/"><span class="eyebrow">Conceptual architecture · Early-stage research</span><h3>DTMC / CMIFR</h3><p>Programmable magnetic topology and the hypothesis of useful continuity between ignition cycles.</p><span class="more">Explore project ↗</span></a></div></section><section class="section wrap" id="section-02 / About the work"><span class="eyebrow">02 / About the work</span><h2>Architecture first.<br>Evidence through experiments.</h2><p class="lead">I’m Vladislav Bliznyukov, an AI Systems Engineer and Researcher with 18 years of software engineering and systems experience.</p><p>My current work focuses on representations, state continuity, system boundaries and validation. I lead AI-assisted prototyping through task specification, architecture decisions, review and staged evaluation.</p><p>Each project page distinguishes existing artifacts from proposed mechanisms and future experiments. I am based in Rivne, Ukraine and open to remote roles and research collaboration.</p><div class="actions"><a class="button" href="https://vladislavbliznyukov.medium.com/lists">Research publications ↗</a><a class="button" href="https://github.com/PersistentVlad">Source repositories ↗</a></div></section></main><section class="contact" id="contact"><div class="wrap"><span class="eyebrow">Vladislav Bliznyukov / Research & architecture</span><h2>Let’s develop the<br>next experiment.</h2><p>I work on system architecture, explicit representations and validation strategies. I am open to remote AI systems and research roles, technical review and collaborative proof-of-concept development.</p><div class="actions"><a class="button primary" href="mailto:vladislav.bliznyukov@gmail.com">Discuss collaboration ↗</a><a class="button" href="https://www.linkedin.com/in/vladislav-bliznyukov/">LinkedIn ↗</a><a class="button" href="https://github.com/PersistentVlad">GitHub ↗</a></div></div></section><footer class="wrap footer"><span>Vladislav Bliznyukov · Independent research</span><span>October 2026 · <a href="/">All projects</a> · <a href="#main">Back to top ↑</a></span></footer></body></html>