{
  "schema": "ab5d-dossier/1",
  "slug": "marcin-ignac",
  "name": "Marcin Ignac",
  "subtitle": "Synthetic organisms at the threshold of image and system",
  "lede": "Marcin Ignac treats code as both an instrument of inquiry and a material for image-making. His generative organisms reveal how a bounded system can produce startling visual difference.",
  "url": "https://ab5d.xyz/artists/marcin-ignac/",
  "bibliography_url": "https://ab5d.xyz/artists/marcin-ignac/links/",
  "content_url": "https://ab5d.xyz/api/artists/marcin-ignac.json",
  "updated": "2026-07-11",
  "tier": "standard",
  "editions": 1000,
  "collections": 1,
  "otdh": {
    "rank": 89,
    "score": 16758,
    "collector_identities": 636,
    "holder_addresses": 645,
    "projects": 1,
    "current_works": 997,
    "raw_collector_days": 1564450,
    "median_project_hold_days": 1799,
    "snapshot_at": "2026-09-14T00:00:00.000Z",
    "methodology_url": "https://ab5d.xyz/artists/otdh/",
    "api_url": "https://ab5d.xyz/api/otdh/marcin-ignac"
  },
  "identity": {
    "artist": "Marcin Ignac",
    "website": "http://marcinignac.com/projects/seadragons/",
    "based": null,
    "practice": "Generative art, computational design, data visualization, interactive installation, and creative software",
    "now": null,
    "raster": "https://www.raster.art/artist/marcin-ignac",
    "otdh": "[16,758 · rank 89 of 308](/artists/otdh/#artist-marcin-ignac)",
    "holding signal": "636 collector identities · 645 holder addresses · 1,564,450 raw collector-days · 14 Sep 2026",
    "collector tdh": "[mariTDH](/artists/marcin-ignac/maritdh/) · dashboard"
  },
  "socials": {
    "website": "http://marcinignac.com/projects/seadragons/",
    "x": null,
    "instagram": null
  },
  "profile_image_url": null,
  "profile_image_source": null,
  "works": [
    {
      "name": "Seadragons",
      "editions": 1000,
      "supply": 1000,
      "artblocks_slug": "seadragons-by-marcin-ignac",
      "url": "https://www.artblocks.io/collection/seadragons-by-marcin-ignac"
    }
  ],
  "sections": [
    {
      "heading": null,
      "paragraphs": [
        "Marcin Ignac’s practice begins with a productive contradiction. He uses precise instructions to create images that feel organic, unstable, and alive. A Polish artist and programmer with backgrounds in computer science, new media art, and interaction design, Ignac works where software, information, and aesthetics meet. Through Variable, the studio he founded in 2012, he has pursued this encounter across artworks, installations, visualizations, and generative identity systems. The work moves readily between cultural and commercial settings, yet its central question remains consistent: how can an authored system make complexity perceptible without reducing it to a diagram?",
        "Ignac’s answer is rarely a single image. It is more often a space of possible images, defined by relationships among parameters, behaviours, materials, and constraints. Biological structures provide recurring points of departure because they reconcile recognizable organization with extraordinary variation. Algorithms do something similar. A compact grammar can generate families of bodies, gestures, textures, and environments whose individual members were not explicitly drawn in advance. Ignac’s art therefore locates authorship in the design of conditions, then allows execution to disclose what those conditions contain."
      ]
    },
    {
      "heading": "From depiction to possibility",
      "paragraphs": [
        "Ignac’s early *Cindermedusae* project established many of the terms that continue through his work. Contemporary accounts described the project as a system for generating three-dimensional jellyfish through adjustable or randomized parameters. Ignac later presented the creatures as products of interconnected controls governing heads, connection points, tentacles, hair, and surface treatment. The larger achievement was not simply a distinctive rendering style, but a continuous parameter space capable of producing seemingly limitless species. The image became evidence of a system rather than its final destination.",
        "This distinction is fundamental. Conventional illustration moves from intention toward a resolved depiction. Ignac instead constructs a model of possible relations and asks what forms can emerge from it. Variation is not decorative abundance added after composition. It is the compositional principle itself. The artist determines the vocabulary, dependencies, and permissible ranges, while the program performs innumerable negotiations among them. Each output is complete, but none exhausts the work.",
        "The aquatic creature is especially suited to this method. Its silhouette can remain legible even as appendages, curvature, orientation, and ornament change. It can appear plausible without being anatomically literal. In *Cindermedusae*, iterative transformations controlled and randomized bodily parameters, joining simulation to stylization. More than a decade later, *Seadragons* revisited the marine organism with a clearer graphic economy and the distributive structure of an on-chain generative edition."
      ]
    },
    {
      "heading": "Seadragons and the grammar of kinship",
      "paragraphs": [
        "*Seadragons* comprises exactly 1,000 editions. The Art Blocks marketplace collection record identifies the project and its population of outputs. Across the series, bodies curl through fields of seaweed, branching fins echo vegetal growth, and strong palettes organize the scene into bands of contrast. The results alternate between specimen, emblem, character, and imagined ecology.",
        "The title directs attention toward a real category of marine life, but the series does not function as natural-history illustration. Its creatures are computational relatives. Repeated structural features establish kinship, while changes in pose, colour, anatomy, layering, and surrounding vegetation establish difference. This balance allows the viewer to recognize the collection immediately without collapsing its outputs into interchangeable variations.",
        "Ignac’s account of his 2017 Eyeo Festival presentation helps clarify the series. The talk concerned the relationship between computer graphics and data visualization and its influence on his practice as an artist and creative director. Its discussion of geometry, shading, texture, biological inspiration, and parameter systems explains why *Seadragons* feels neither mathematically austere nor pictorially conventional. Geometry supplies coherence, but texture and organism-like articulation complicate it. The algorithm is visible through repetition, yet it is never the only subject.",
        "The series also rewards comparison. Encountering one output establishes a provisional rule; encountering another revises it. A feature that initially appears essential may prove contingent, while a minor detail may reveal itself as a stable part of the grammar. Looking becomes an inductive process. The viewer infers the system through its manifestations, much as a naturalist might infer a species through a population rather than a single specimen."
      ]
    },
    {
      "heading": "Data as material, not message",
      "paragraphs": [
        "Ignac’s biological forms belong to a broader investigation of data. His studio practice does not treat data solely as information to be communicated efficiently. It also treats data as a material whose scale, rhythm, gaps, and internal structure can generate visual experience. In a 2020 Data Stories interview, Ignac discussed the scope of data art, Variable’s working process, its custom visual-programming tools, and the relationship between visualization and generative design. A later account of his presentation at a Data Visualization Society event characterized his position as a meeting of evaluative visualization, which enables reading, and generative abstraction, which makes data tangible or experiential.",
        "This middle ground has consequences for spectatorship. A chart is judged partly by whether it delivers a stable statement. A generative artwork can instead keep interpretation open, turning evidence into an environment for attention. Data becomes a place to enter, compare, and navigate. That lens need not disguise computation. It can expose processes through motion, multiplication, and transformation, making the system’s activity part of the aesthetic event.",
        "Projects outside *Seadragons* demonstrate the breadth of this approach. *Tangent*, created for the art+bits festival, used agents tracing lines across generated, morphing geometry to explore surface curvature. *Algorithmic Memory 001: City* employed custom software to procedurally generate every part of real-time paintings associated with places Ignac had visited. *Museum Week* transformed activity from 2,207 museums in 64 countries into customized digital structures and flows, exhibited online and in Paris. Each project begins from a different source, but all replace the static picture with a rule-bound field of transformation."
      ]
    },
    {
      "heading": "Tools, publics, and computational literacy",
      "paragraphs": [
        "Ignac’s practice extends beyond finished artworks into the design and teaching of tools. This is not secondary activity. A tool formalizes assumptions about what can be manipulated, connected, or seen. Building one is therefore an aesthetic and epistemic act. Variable describes Ignac as specializing in data visualization and computational design, with biological structures, emergent patterns, and algorithmic complexity as continuing sources of inspiration. His public talks and workshops translate those concerns into forms of computational literacy.",
        "At the Victoria and Albert Museum in 2018, Ignac led a data-visualization workshop connected to *The Future Starts Here*, inviting young participants to transform complex information into visual narratives with open-source tools. His earlier FITC profile described an artist and programmer focused on generative systems and procedural graphics, with art understood as the visualization of an evolving idea. Variable’s record of the Eyeo presentation similarly positions his work between computer graphics and data visualization.",
        "These educational contexts reveal an ethical dimension in the work. Code is not presented as an autonomous intelligence that displaces the artist. It is a constructed medium whose rules can be examined, altered, and shared. The system matters because someone designed its affordances and exclusions. The output’s surprise does not erase intention; it returns attention to intention at another scale. Variable’s PEX toolkit makes this principle concrete by joining reusable WebGL components, data-processing nodes, rendering tools, and an extensible visual programming environment.",
        "> In Ignac’s work, the individual image is not the opposite of the system. It is the moment when the system becomes visible."
      ]
    },
    {
      "heading": "Artificial biodiversity",
      "paragraphs": [
        "A major institutional project confirms the durability of Ignac’s interest in artificial life. For the Poland Pavilion at Expo 2025 Osaka, *Spirit Plant* allowed visitors to compose parametric plants through selected variables, while *Generations* gathered those contributions into a changing collective gallery. The official exhibition account identifies Ignac as author of both installations and frames visitor participation as a form of co-authorship. The project enlarges an idea already active in *Seadragons*: bounded parameters can generate a population in which identity is simultaneously individual and relational.",
        "Seen in this longer trajectory, *Seadragons* is neither an isolated collectible project nor merely a revival of an earlier marine motif. It condenses Ignac’s sustained research into biological morphology, parameter spaces, custom software, and plural spectatorship. Its 1,000 editions constitute a population through which viewers encounter the consequences of a visual grammar. The series asks not which output is definitive, but how difference acquires meaning inside a shared structure.",
        "That question resonates beyond generative art. Contemporary life is increasingly mediated by systems whose outputs are visible while their organizing assumptions remain obscure. Ignac reverses that condition. His images invite pleasure in colour, rhythm, texture, and character, but comparison gradually discloses the rules beneath them. The work makes systemic thinking sensuous. In doing so, it turns computation from an invisible infrastructure into a field of forms that can be observed, questioned, and imagined otherwise."
      ]
    }
  ],
  "body_markdown": "Marcin Ignac’s practice begins with a productive contradiction. He uses precise instructions to create images that feel organic, unstable, and alive. A Polish artist and programmer with backgrounds in computer science, new media art, and interaction design, Ignac works where software, information, and aesthetics meet. Through Variable, the studio he founded in 2012, he has pursued this encounter across artworks, installations, visualizations, and generative identity systems. The work moves readily between cultural and commercial settings, yet its central question remains consistent: how can an authored system make complexity perceptible without reducing it to a diagram?\n\nIgnac’s answer is rarely a single image. It is more often a space of possible images, defined by relationships among parameters, behaviours, materials, and constraints. Biological structures provide recurring points of departure because they reconcile recognizable organization with extraordinary variation. Algorithms do something similar. A compact grammar can generate families of bodies, gestures, textures, and environments whose individual members were not explicitly drawn in advance. Ignac’s art therefore locates authorship in the design of conditions, then allows execution to disclose what those conditions contain.\n\n## From depiction to possibility\n\nIgnac’s early *Cindermedusae* project established many of the terms that continue through his work. Contemporary accounts described the project as a system for generating three-dimensional jellyfish through adjustable or randomized parameters. Ignac later presented the creatures as products of interconnected controls governing heads, connection points, tentacles, hair, and surface treatment. The larger achievement was not simply a distinctive rendering style, but a continuous parameter space capable of producing seemingly limitless species. The image became evidence of a system rather than its final destination.\n\nThis distinction is fundamental. Conventional illustration moves from intention toward a resolved depiction. Ignac instead constructs a model of possible relations and asks what forms can emerge from it. Variation is not decorative abundance added after composition. It is the compositional principle itself. The artist determines the vocabulary, dependencies, and permissible ranges, while the program performs innumerable negotiations among them. Each output is complete, but none exhausts the work.\n\nThe aquatic creature is especially suited to this method. Its silhouette can remain legible even as appendages, curvature, orientation, and ornament change. It can appear plausible without being anatomically literal. In *Cindermedusae*, iterative transformations controlled and randomized bodily parameters, joining simulation to stylization. More than a decade later, *Seadragons* revisited the marine organism with a clearer graphic economy and the distributive structure of an on-chain generative edition.\n\n## Seadragons and the grammar of kinship\n\n*Seadragons* comprises exactly 1,000 editions. The Art Blocks marketplace collection record identifies the project and its population of outputs. Across the series, bodies curl through fields of seaweed, branching fins echo vegetal growth, and strong palettes organize the scene into bands of contrast. The results alternate between specimen, emblem, character, and imagined ecology.\n\nThe title directs attention toward a real category of marine life, but the series does not function as natural-history illustration. Its creatures are computational relatives. Repeated structural features establish kinship, while changes in pose, colour, anatomy, layering, and surrounding vegetation establish difference. This balance allows the viewer to recognize the collection immediately without collapsing its outputs into interchangeable variations.\n\nIgnac’s account of his 2017 Eyeo Festival presentation helps clarify the series. The talk concerned the relationship between computer graphics and data visualization and its influence on his practice as an artist and creative director. Its discussion of geometry, shading, texture, biological inspiration, and parameter systems explains why *Seadragons* feels neither mathematically austere nor pictorially conventional. Geometry supplies coherence, but texture and organism-like articulation complicate it. The algorithm is visible through repetition, yet it is never the only subject.\n\nThe series also rewards comparison. Encountering one output establishes a provisional rule; encountering another revises it. A feature that initially appears essential may prove contingent, while a minor detail may reveal itself as a stable part of the grammar. Looking becomes an inductive process. The viewer infers the system through its manifestations, much as a naturalist might infer a species through a population rather than a single specimen.\n\n## Data as material, not message\n\nIgnac’s biological forms belong to a broader investigation of data. His studio practice does not treat data solely as information to be communicated efficiently. It also treats data as a material whose scale, rhythm, gaps, and internal structure can generate visual experience. In a 2020 Data Stories interview, Ignac discussed the scope of data art, Variable’s working process, its custom visual-programming tools, and the relationship between visualization and generative design. A later account of his presentation at a Data Visualization Society event characterized his position as a meeting of evaluative visualization, which enables reading, and generative abstraction, which makes data tangible or experiential.\n\nThis middle ground has consequences for spectatorship. A chart is judged partly by whether it delivers a stable statement. A generative artwork can instead keep interpretation open, turning evidence into an environment for attention. Data becomes a place to enter, compare, and navigate. That lens need not disguise computation. It can expose processes through motion, multiplication, and transformation, making the system’s activity part of the aesthetic event.\n\nProjects outside *Seadragons* demonstrate the breadth of this approach. *Tangent*, created for the art+bits festival, used agents tracing lines across generated, morphing geometry to explore surface curvature. *Algorithmic Memory 001: City* employed custom software to procedurally generate every part of real-time paintings associated with places Ignac had visited. *Museum Week* transformed activity from 2,207 museums in 64 countries into customized digital structures and flows, exhibited online and in Paris. Each project begins from a different source, but all replace the static picture with a rule-bound field of transformation.\n\n## Tools, publics, and computational literacy\n\nIgnac’s practice extends beyond finished artworks into the design and teaching of tools. This is not secondary activity. A tool formalizes assumptions about what can be manipulated, connected, or seen. Building one is therefore an aesthetic and epistemic act. Variable describes Ignac as specializing in data visualization and computational design, with biological structures, emergent patterns, and algorithmic complexity as continuing sources of inspiration. His public talks and workshops translate those concerns into forms of computational literacy.\n\nAt the Victoria and Albert Museum in 2018, Ignac led a data-visualization workshop connected to *The Future Starts Here*, inviting young participants to transform complex information into visual narratives with open-source tools. His earlier FITC profile described an artist and programmer focused on generative systems and procedural graphics, with art understood as the visualization of an evolving idea. Variable’s record of the Eyeo presentation similarly positions his work between computer graphics and data visualization.\n\nThese educational contexts reveal an ethical dimension in the work. Code is not presented as an autonomous intelligence that displaces the artist. It is a constructed medium whose rules can be examined, altered, and shared. The system matters because someone designed its affordances and exclusions. The output’s surprise does not erase intention; it returns attention to intention at another scale. Variable’s PEX toolkit makes this principle concrete by joining reusable WebGL components, data-processing nodes, rendering tools, and an extensible visual programming environment.\n\n> In Ignac’s work, the individual image is not the opposite of the system. It is the moment when the system becomes visible.\n\n## Artificial biodiversity\n\nA major institutional project confirms the durability of Ignac’s interest in artificial life. For the Poland Pavilion at Expo 2025 Osaka, *Spirit Plant* allowed visitors to compose parametric plants through selected variables, while *Generations* gathered those contributions into a changing collective gallery. The official exhibition account identifies Ignac as author of both installations and frames visitor participation as a form of co-authorship. The project enlarges an idea already active in *Seadragons*: bounded parameters can generate a population in which identity is simultaneously individual and relational.\n\nSeen in this longer trajectory, *Seadragons* is neither an isolated collectible project nor merely a revival of an earlier marine motif. It condenses Ignac’s sustained research into biological morphology, parameter spaces, custom software, and plural spectatorship. Its 1,000 editions constitute a population through which viewers encounter the consequences of a visual grammar. The series asks not which output is definitive, but how difference acquires meaning inside a shared structure.\n\nThat question resonates beyond generative art. Contemporary life is increasingly mediated by systems whose outputs are visible while their organizing assumptions remain obscure. Ignac reverses that condition. His images invite pleasure in colour, rhythm, texture, and character, but comparison gradually discloses the rules beneath them. The work makes systemic thinking sensuous. In doing so, it turns computation from an invisible infrastructure into a field of forms that can be observed, questioned, and imagined otherwise.",
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      "title": "Seadragons",
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  ],
  "references": [
    {
      "n": 1,
      "note": "FITC profiles Ignac as an artist and programmer focused on generative systems and procedural graphics and records his interdisciplinary education.",
      "url": "https://fitc.ca/speaker/marcinignac/",
      "label": "FITC"
    },
    {
      "n": 2,
      "note": "Variable records Ignac’s role, specialisms, influences, and the studio’s 2012 foundation.",
      "url": "https://variable.io/studio/",
      "label": "Variable studio"
    },
    {
      "n": 3,
      "note": "Laughing Squid reports that Cindermedusae generated adjustable or randomized three-dimensional jellyfish for Written Images.",
      "url": "https://laughingsquid.com/cindermedusae-3d-jellyfish-models-generated-by-an-algorithm/",
      "label": "Laughing Squid"
    },
    {
      "n": 4,
      "note": "Variable documents Ignac’s Eyeo presentation on the relationship between computer graphics, data visualization, and his practice.",
      "url": "https://variable.io/notes/eyeo-2017/",
      "label": "Eyeo talk"
    },
    {
      "n": 5,
      "note": "Inverted Audio describes the transformations, iterative algorithms, and randomized parameters used in Cindermedusae.",
      "url": "https://inverted-audio.com/visual/marcin-ignac-cindermedusae/",
      "label": "Inverted Audio"
    },
    {
      "n": 6,
      "note": "OpenSea identifies Seadragons by Marcin Ignac as an Art Blocks collection.",
      "url": "https://opensea.io/collection/seadragons-by-marcin-ignac",
      "label": "OpenSea collection"
    },
    {
      "n": 7,
      "note": "Data Stories documents its 2020 interview with Ignac about data art, studio process, visual programming, and generative-design tools.",
      "url": "https://datastori.es/153-data-art-and-visual-programming-with-marcin-ignac-from-variable/",
      "label": "Data Stories"
    },
    {
      "n": 8,
      "note": "Nightingale reports Ignac’s distinction between evaluative visualization, generative abstraction, and their combination in data art.",
      "url": "https://nightingaledvs.com/encore-14-takeaways-from-the-latest-s-h-o-w-event/",
      "label": "Nightingale"
    },
    {
      "n": 9,
      "note": "Variable documents Tangent as a generative animation in which agents trace lines over morphing geometry.",
      "url": "https://variable.io/tangent/",
      "label": "Tangent"
    },
    {
      "n": 10,
      "note": "Ignac’s Vimeo description identifies Algorithmic Memory 001: City as procedurally generated real-time paintings made with custom software.",
      "url": "https://vimeo.com/519531893",
      "label": "Algorithmic Memory"
    },
    {
      "n": 11,
      "note": "Variable documents Museum Week as a data-driven artwork shaped by the activity of participating museums and their audiences.",
      "url": "https://variable.io/museum-week/",
      "label": "Museum Week"
    },
    {
      "n": 12,
      "note": "The V&A records Ignac’s 2018 workshop on transforming complex information into visual narratives with open-source tools.",
      "url": "https://www.vam.ac.uk/event/aWEGxqzg/samsung-digital-classroom-data-visualisation-2018",
      "label": "V&A"
    },
    {
      "n": 13,
      "note": "Variable documents PEX as a modular toolkit and visual programming environment used in its computational practice.",
      "url": "https://variable.io/pex/",
      "label": "PEX"
    },
    {
      "n": 14,
      "note": "Poland’s official Expo 2025 exhibition page credits Ignac with Spirit Plant and Generations and explains their participatory parametric systems.",
      "url": "https://expo.gov.pl/en/exhibition/",
      "label": "Expo 2025"
    }
  ],
  "bibliography": [
    {
      "category": "In the AB[500]: Art Blocks",
      "entries": [
        {
          "note": "The marketplace record identifies Seadragons as an Art Blocks collection by Marcin Ignac.",
          "url": "https://opensea.io/collection/seadragons-by-marcin-ignac",
          "label": "Seadragons",
          "meta": "collection · 2021"
        }
      ]
    },
    {
      "category": "Interviews",
      "entries": [
        {
          "note": "Data Stories speaks with Ignac about data art, Variable’s process, visual programming, and tools.",
          "url": "https://datastori.es/153-data-art-and-visual-programming-with-marcin-ignac-from-variable/",
          "label": "Data Stories 153",
          "meta": "interview · 2020"
        }
      ]
    },
    {
      "category": "Press and criticism",
      "entries": [
        {
          "note": "Laughing Squid reviews Cindermedusae and its algorithmically varied three-dimensional organisms.",
          "url": "https://laughingsquid.com/cindermedusae-3d-jellyfish-models-generated-by-an-algorithm/",
          "label": "Cindermedusae",
          "meta": "press · 2011"
        },
        {
          "note": "Inverted Audio examines the transformations, parameters, and randomized animation of Cindermedusae.",
          "url": "https://inverted-audio.com/visual/marcin-ignac-cindermedusae/",
          "label": "Marcin Ignac: Cindermedusae",
          "meta": "criticism · 2010"
        },
        {
          "note": "Nightingale reports Ignac’s account of the relationship between data visualization and generative abstraction.",
          "url": "https://nightingaledvs.com/encore-14-takeaways-from-the-latest-s-h-o-w-event/",
          "label": "Getting lost in the world of data",
          "meta": "criticism · 2021"
        }
      ]
    },
    {
      "category": "Museums and institutions",
      "entries": [
        {
          "note": "The V&A records Ignac’s workshop on data storytelling and open-source visualization tools.",
          "url": "https://www.vam.ac.uk/event/aWEGxqzg/samsung-digital-classroom-data-visualisation-2018",
          "label": "Samsung Digital Classroom",
          "meta": "institution · 2018"
        },
        {
          "note": "Poland’s Expo 2025 site documents Ignac’s participatory Spirit Plant and Generations installations.",
          "url": "https://expo.gov.pl/en/exhibition/",
          "label": "Poland Pavilion exhibition",
          "meta": "institution · 2025"
        },
        {
          "note": "The official Expo report credits Ignac and Variable and explains how Generations gathered visitors’ parametric plants.",
          "url": "https://expo.gov.pl/en/bez-kategorii/gold-for-poland-pavilion-at-expo-2025-osaka-kansai/",
          "label": "Poland Pavilion at Expo 2025",
          "meta": "institution · 2025"
        },
        {
          "note": "Variable documents Flora as a speculative genetic-engineering application created for the Museum of Future Government Services.",
          "url": "https://variable.io/flora/",
          "label": "Flora",
          "meta": "institution · 2014"
        },
        {
          "note": "Variable documents UCC Organism as a live institutional visualization distributed across more than 30 campus screens.",
          "url": "https://variable.io/ucc-organism/",
          "label": "UCC Organism",
          "meta": "institution · 2016"
        }
      ]
    },
    {
      "category": "Galleries and exhibitions",
      "entries": [
        {
          "note": "Variable documents Tangent as an artwork commissioned for the art+bits exhibition in Katowice.",
          "url": "https://variable.io/tangent/",
          "label": "Tangent",
          "meta": "exhibition · 2012"
        },
        {
          "note": "Variable records Museum Week as a web artwork exhibited at the Cité de l'Architecture et du Patrimoine in Paris.",
          "url": "https://variable.io/museum-week/",
          "label": "Museum Week",
          "meta": "exhibition · 2015"
        }
      ]
    },
    {
      "category": "Essays, talks and podcasts",
      "entries": [
        {
          "note": "Variable’s Eyeo record connects computer graphics, data visualization, and Ignac’s artistic practice.",
          "url": "https://variable.io/notes/eyeo-2017/",
          "label": "From Abstraction to Realism and Back",
          "meta": "talk · 2017"
        },
        {
          "note": "FITC profiles Ignac’s generative systems and records his Evolving Tools appearance in Amsterdam.",
          "url": "https://fitc.ca/speaker/marcinignac/",
          "label": "Evolving Tools",
          "meta": "talk · 2012"
        },
        {
          "note": "Variable’s Nodes Stream introduces its visual programming tool through Ignac’s recorded generative-design demonstrations.",
          "url": "https://variable.io/notes/marcin-nodes-stream/",
          "label": "Marcin’s Nodes Stream",
          "meta": "talk series · contemporary"
        }
      ]
    },
    {
      "category": "Awards and design archives",
      "entries": [
        {
          "note": "Red Dot credits Ignac as generative system director for H&M Infinite Dreams.",
          "url": "https://www.red-dot.org/de/project/hm-infinite-dreams-67001",
          "label": "H&M Infinite Dreams",
          "meta": "award archive · 2023"
        },
        {
          "note": "Variable documents PEX as a modular software system for computational thinking, graphics, and visualization.",
          "url": "https://variable.io/pex/",
          "label": "PEX",
          "meta": "design archive · 2014-2017"
        }
      ]
    },
    {
      "category": "Profiles and archives",
      "entries": [
        {
          "note": "Raster aggregates Marcin Ignac's tokenized works across platforms.",
          "url": "https://www.raster.art/artist/marcin-ignac",
          "label": "Raster",
          "meta": "profile · ongoing"
        },
        {
          "note": "Variable profiles Ignac as founder and creative lead and summarizes his computational practice.",
          "url": "https://variable.io/studio/",
          "label": "Marcin Ignac at Variable",
          "meta": "profile · contemporary"
        },
        {
          "note": "Variable documents Every Day of My Life as a visualization of two and a half years of computer-use data.",
          "url": "https://variable.io/every-day-of-my-life/",
          "label": "Every Day of My Life",
          "meta": "project archive · 2012"
        },
        {
          "note": "Variable documents Inflows / Outflows as four artworks generated from millions of population-flow data points.",
          "url": "https://variable.io/inflows-outflows/",
          "label": "Inflows / Outflows",
          "meta": "project archive · 2015"
        },
        {
          "note": "Variable documents Timespace as a spatial visualization derived from the studio’s Dropbox files.",
          "url": "https://variable.io/timespace/",
          "label": "Timespace",
          "meta": "project archive · 2015"
        },
        {
          "note": "Variable documents MRI of the Earth as a machine-learning data-art collaboration addressing climate change.",
          "url": "https://variable.io/mri-of-the-earth/",
          "label": "MRI of the Earth",
          "meta": "project archive · 2022"
        }
      ]
    },
    {
      "category": "Video",
      "entries": [
        {
          "note": "Ignac presents Algorithmic Memory 001: City as real-time generative paintings made entirely with custom software.",
          "url": "https://vimeo.com/519531893",
          "label": "Algorithmic Memory 001: City",
          "meta": "video · 2021"
        }
      ]
    }
  ],
  "provenance": {
    "schema": "ab5d-provenance/1",
    "contributor": "ab500dao.eth",
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    "cost_usd": null,
    "links_verified": 24,
    "date": "2026-07-11",
    "note": "Structured return rendered by scripts/render_dossier.py; token counts are measured API usage."
  },
  "license": "https://ab5d.xyz/license/",
  "license_note": "Dossier prose is CC0. Embedded Art Blocks renders are not: they remain the property of their respective artists and holders.",
  "attribution": {
    "name": "AB[500]",
    "url": "https://ab5d.xyz/artists/marcin-ignac/",
    "cite": "AB5D, \"Marcin Ignac\", AB[500] artist dossier, ab5d.xyz, 2026",
    "required": false,
    "requested": true,
    "note": "Prose is CC0; a credit and link back to ab5d.xyz is appreciated, not required."
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  "generated": "2026-09-14T12:58:26"
}