Algorithmacy
CFP / V01 · 2026 CFP · open

Algorithmacy · The first global conference

Algorithmacy Conference 2026

Algorithmacy Conference 2026 — AI · Education · Creativity · The Future of Work. 28–31 October 2026, Port of Spain, Trinidad & Tobago, at the Animae Caribe Festival. Hosted by Caribbean Emergence Institute. Shown over a night-time Port of Spain skyline.

The first global conference on algorithmacy — how workers coordinate with one another through an algorithmic third party. Four keynotes on Wednesday, featured speakers and panels Thursday–Friday, and a field day at the Pitch Lake.

Register is the October conference. Studio is the paid office engagement.

Program

Oct 28–31, 2026 · 4 keynotes · panels · papers · hackathon
WED · OCT 28

IMAX Cinema | Press Launch & Research

Press launch and morning programme with three keynotes, followed by critical research and animation sessions.

  • Roger Hunt: How do people navigate dynamic interactions?
  • Antonio Scala: When the mediator also structures the interaction
  • Antonio Mele: AI Enhanced Learning
  • Panel: Learning and Agency in an Algorithmic World (Chair: Antonio Mele)
  • Sarah Witmer: Algorithms as cultural actors
  • Chevonnese Chevers Whyte: Ethical Use of AI in Character Animation
  • Panel: Critical Research, AI and Animation (Chair: Sarah Witmer)
THU · OCT 29

IMAX Cinema | Organisations & Investment

Featured speakers on AI in modern HR, business case studies, and building organisations for the AI era.

  • Mellissa Lezama: AI and modern HR technology
  • Ryan Roper: Business Case Study
  • Roger Hunt: Decision Experience Design
  • Panel: Building Organisations for the AI Era (Chair: Ryan Roper)
  • Panelists: Mellissa Lezama, Roger Hunt, Jason Arthur, Steve Witmer
FRI · OCT 30

Algorithmacy Programme | Session rooms TBC

FutureTT panel exploring AI training to employment, and collaborative hackathon session.

  • FutureTT panel (Chair: Lorraine Villaroel)
  • Explore the pathway from AI training to industry projects, immersive learning, employment and entrepreneurship
  • Panelists: Roger Hunt, Ryan Roper, Anisa Oliviel, Dr. Marcia Belgrove
  • Hackathon with Roger Hunt
  • A two-hour collaborative build: create in public, push pull requests and get your contributions reviewed and merged
SAT · OCT 31

La Brea & Festival Closing

Field visit to the world's largest natural asphalt deposit and closing celebration.

  • La Brea Pitch Lake visit
  • 25 Years One Big Pan Yard Party
  • Starlift
  • Celebrate 25 years of Animae Caribe Festival with live music, steelpan, DJs, artisan pop-ups, food, drinks and Caribbean energy
See the Full Program

Keynotes

Wednesday, Oct 28 · Imax
KEYNOTE 01 Roger Hunt AI engineer and convenor, Global Algorithmacy Conference
How do people navigate dynamic interactions?
KEYNOTE 02 Antonio Scala Research Director, CNR and Professor, Sapienza University of Rome
When the mediator also structures the interaction: how algorithmic systems shape what counts as action, response, and responsibility
KEYNOTE 03 Antonio Mele London School of Economics and Political Science
AI-Enhanced Learning

Special Sessions

4 panels · Wednesday–Friday
PANEL · WED 11:45 AM–12:20 PM Learning and Agency in an Algorithmic World Chaired by Antonio Mele · London School of Economics
PANEL · WED 2:00–2:35 PM Critical Research, AI and Animation Chaired by Sarah Witmer · University of Iowa
PANEL · THU 11:00–11:45 AM Building Organisations for the AI Era Chaired by Ryan Roper · CEO, CEAL Green Energy Limited
PANEL · FRI 9:30–11:00 AM FutureTT: A Developmental Pathway Chaired by Lorraine Villaroel · AI and Transformation Lead, Caribbean Emergence Institute

Panelists

panel participants
Analise Kandasammy Critical Research, AI and Animation
Christopher Din Chong Critical Research, AI and Animation
Dr. Kevin Fleary Learning and Agency in an Algorithmic World
Eric T. Elder Critical Research, AI and Animation
Jason Arthur Building Organisations for the AI Era
Steve Witmer Building Organisations for the AI Era
Anisa Oliviel FutureTT: A Developmental Pathway
Dr Marcia Belgrove FutureTT: A Developmental Pathway

The Festival

Trinidad partner
Animae Caribe Festival 2026: re-rooting our stories. A vibrant and diverse celebration of animation, Caribbean creativity, screenings, industry development and community.

Organizers

the team behind the conference

001 The first global conference Port of Spain · Trinidad & Tobago

Algo·rith·macy

The competency through which a worker coordinates with another human through an algorithmic third party. A new coordination form — named, and convened around, for the first time.

Venue
Port of SpainTrinidad & Tobago — 30 min from Piarco INT'L
Dates
Oct 28–31, 2026Wed–Sat · Port of Spain, Trinidad
Hosted by
Caribbean Emergence Institute+ Animae Caribe
Submissions
5 types · 5 tracksAPA 7 · open review · open access
Submit a paper

No GitHub account required. Confirm the form, and the pull request is the record. Five submission types, five thematic tracks. Open review.

Tracks & Questions

5 thematic tracks · click to expand

  1. What does it mean to coordinate through an algorithm, and how is that distinct from being managed by one?
  2. When does the algorithmic third become a partner versus an obstacle to coordination?
  3. Which workplace handovers and exchanges are uniquely triadic, and which can still be done dyadically?
  4. What is the historical relationship between oracy, literacy, and algorithmacy as coordination forms?
  1. How do performance algorithms reshape what counts as “good work” across sectors?
  2. What new forms of surveillance and metric-shaping emerge when management is algorithmically mediated?
  3. How are scheduling, ranking, and matching algorithms reconfiguring shift work and labor markets?
  4. What is the role of human management in algorithmically-managed environments?
  1. How do platform workers learn the algorithm in the absence of documentation or training?
  2. What strategies do gig workers develop to game, anticipate, or accommodate platform logics?
  3. What forms of collective action are possible when work is algorithmically mediated?
  4. How do workers refuse, sabotage, or work around algorithmic management?
  5. What is the role of unions, worker centers, and informal solidarities in this setting?
  1. What information asymmetries exist between workers, managers, and the algorithm?
  2. When does algorithmic opacity protect workers, and when does it harm them?
  3. Why do workers comply with algorithmic directives, and under what conditions do they cease to?
  4. How can algorithmic systems be audited specifically from the worker’s perspective?
  5. What models of codetermination or stakeholder review apply to algorithmic management?
  1. What methodologies are best suited to studying algorithmic coordination at work?
  2. How do we observe what cannot be directly seen — model behavior, intent, reasoning?
  3. Which earlier regimes — bureaucracy, Taylorism, scientific management — prefigure today’s algorithmacy?
  4. What field accounts reveal the texture of algorithmically-mediated work as it is actually done?
  5. What can be learned from those who have left algorithmic platforms about what failed for them?
Review

Open, signed, published, timestamped.

Open

Submissions and review threads live on the public repository from the moment of intake. There is no anonymized submission stage.

Signed

Reviewers attach their names to their assessments. Accountability is a feature of the review, not a compromise of it.

Published

An open PR is under review; merging it is acceptance. Accepted papers appear on the Accepted Papers board alongside their full review history — reviewer reports, author responses, and revision trail. Full papers are organized and published by Hult International Business School (Boston) after peer review.

Timestamped

Your pull request is a public, dated record. In any future priority dispute, the conference will support your claim based on the PR timestamp.

After established open-review practice at F1000Research, eLife, OpenReview.net, and The BMJ. A double-blind workflow is incompatible with a public-PR intake; open review is the methodologically honest fit — and consonant with the conference's own questions about algorithmic opacity and accountability.

Accepted Papers

open review · published

A submission is a public pull request. While it is open it is under review; once it is accepted, the pull request is merged and the paper is listed here with its full, signed review history.

Research

An open computational lab.

Beyond the conference, the same coordination form is being tested computationally. The public algorithmacy-lab applies exact integrated information (Φ, from IIT 4.0, via PyPhi) to organizational coordination, driven by a six-stage AI-assisted protocol that takes one question to a finished paper — 134+ logged experiments, hypotheses fixed before computing, nulls reported as first-class results. These are in-silico results on small models, computed exactly: a proof-of-method and a research agenda, not settled claims about real firms.

See the research lab

org_frontier/ holds the lab · foundations/ holds the instrument-validation arc. Open code, probes, and papers.

Studio

A local model, on a computer you own.

We put a computer in a small office or a home, install a local model, and keep the daily jobs running. The first 10 home and office installs: free covers our labor for the installation and ongoing maintenance. It does not include the computer or equipment. You supply your own computer, or you buy it at the store price. Free maintenance for life is in exchange for your continued endorsement and testimonial. Restrictions apply. After that, $5,000 to set up and $1,000 a month.

Get in touch

Dental practices, clinics, law firms, CPA offices, local shops, and homes. Offices of about 5 to 50 people.

Tester

Read the algorithm. Guess the prompter.

000 / 100

You and the prompt author are coordinating through Claude. Only the output is visible. What was the input?

Level
Loading prompts…