Skip to content
View ismael-joffroy-chandoutis's full-sized avatar
🐎
Local-maxxing agent teams, harnesses, and inference engineering
🐎
Local-maxxing agent teams, harnesses, and inference engineering

Block or report ismael-joffroy-chandoutis

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse

Ismaël Joffroy Chandoutis

The latent space has become my documentary territory.

English · Français

Ismaël Joffroy Chandoutis

Filmmaker and artist, Paris. I build the computational instruments of my films.

I make films about things that leave no footage: online identities, cybercrime infrastructure, digital events that happened without witnesses. The AI I work with is a method for imaging what cannot be filmed.

César 2022 for Best Documentary Short (Maalbeek). Semaine de la Critique (Cannes), Annecy, IDFA, Clermont-Ferrand, Hot Docs. Honorary Mention at Ars Electronica. Prix Révélation Art Numérique (ADAGP). Associate artist at the Centquatre-Paris. Resident at Villa Albertine. Alumnus of Le Fresnoy and INSAS.

ismaeljoffroychandoutis.com


Now

  • The Goldberg Variations: hybrid feature on Joshua Ryne Goldberg, a case of construction of online identities. Villa Albertine / Films Grand Huit.
  • Virus: hybrid feature on Mihai Ionut Paunescu, who ran a bulletproof hosting service at the core of major malware campaigns (Gozi, Zeus, SpyEye).
  • Spectre: one intelligence layer across all my machines. A single memory and context over multiple workstations, with an agentic CLI as the operating layer.

Instruments

Tools I build for my own practice, released as they stabilize.

shoot-storage-calculator How much storage a film shoot needs — card and disk planning, in the browser
prproj-downgrader Open a newer Premiere project in an older Premiere — in the browser, nothing uploaded
self-hosted-film-lab Keep your finished films alive without renting them back from a lab — conservation & exploitation stack
cinema-ai-toolkit Voice repair, VHS analysis, OCR for handwritten archives. Proven on real productions
comfyui-cinema-pipeline ComfyUI for professional cinema production, 70+ workflows with honest stability ratings
comfyui-blender-temporal Blender EXR passes as temporal conditioning for AI cinema
oscli Headless oscilloscope toolkit. The sound is the image
film-indexer Multi-perspective editorial council for documentary rushes
agent-viewer Kanban board for orchestrating agent fleets in tmux

Field notes

How the practice actually works: configs, benchmarks, methods, documented from the inside.

Essays (FR/EN)

Writing from inside an AI-native practice. The reference versions live on my site; the working repositories are here.

Agentic systems, beyond cinema

My studio runs as an agentic system: a fleet of five machines under a single memory, autonomous agent teams, verification harnesses, reporting pipelines. I engineer it myself, and the same systems apply to organizations. Selected public work:

  • ai-agentic-methods: reusable agentic methods, and nine lessons from taking an agent-run document service to production: blind backtesting against human review, source anchoring, transparent correction loops, engine agnosticism
  • decentralized-compute-sota: a verified state of the art of decentralized AI compute
  • autonomie-llm-local-2026: sovereign local LLM hardware, from memory bandwidth up
  • guide-location-compute: renting compute to create with AI: the five tiers, billing traps, remote control, the VRAM ladder, carbon at two levels
  • glossaire-ia-art-cinema: a working glossary of AI, art and cinema, written from practice
  • affordance-inference: affordance and inference as tools to think creation with generative models
  • evaluer-les-modeles: evaluating models by phase of work rather than by domain

For consulting, audits and applied AI systems: contact via site.


Films and video art

Selected works


Maalbeek, 2020

Swatted, 2018

Madotsuki_the_dreamer, 2023

Virtual Kintsugi, 2023

Ondes noires, 2017
The Goldberg Variations Hybrid feature, in development, Villa Albertine 2026
Virus Hybrid feature, in development
Rewild Video installation, Biennale NÉMO 2025, Centquatre-Paris
Mémoires fractales Photo series and video installation, in progress
Madotsuki_the_dreamer Generative video installation, 2023. Videoformes, Biennale NÉMO
Virtual Kintsugi Generative video installation, 2023. Musée Granet collection
Deep Forensic Photographic series, 2022
Maalbeek Short film, 2020. César 2022, Semaine de la Critique
Amnesia Digital image series, 2019
Swatted Short film, 2018. Honorary Mention Ars Electronica, Oscar-qualifying
Ondes noires Short film, 2017. Grand Prix Regensburg

Work with me

Commissions and co-productions · artistic direction · auteur AI work for film, installation and exhibition · applied agentic systems for organizations · talks, workshops and masterclasses.

ismaeljoffroychandoutis.com · Contact · Vimeo · Instagram · IMDb

Pinned Loading

  1. ai-cinema-method ai-cinema-method Public

    AI treated as an artistic method, not a tool.

  2. cinema-ai-toolkit cinema-ai-toolkit Public

    Repairing the damaged material a documentary is made of.

    Python 1

  3. agentic-cli-filmmaker agentic-cli-filmmaker Public

    The command line as a filmmaker's daily studio.

    Shell 5

  4. open-source-cinema open-source-cinema Public

    Filmmaking on cameras pried open and made one's own.

    4

  5. comfyui-cinema-pipeline comfyui-cinema-pipeline Public

    Making generated images dependable enough to shoot with.

    Python 5

  6. posseder-les-mains posseder-les-mains Public

    Keeping the infrastructure of one's art in one's own hands.