Owner

PAIR-code

3 indexed repositories · View on GitHub

lumi
Lumi uses AI-powered features to help you read arXiv papers.

Python · 207 stars
deliberate-lab
Platform for running online research experiments on human + LLM group dynamics.

TypeScript · 96 stars
tiny-transformers

Jupyter Notebook · 24 stars

Beginner friendly Everything

Open All

Allow booting participants with a message / explanation Open

runtime:participant-ux stale wishlist

Difficulty 4/5 3-5 days Newbie friendliness 42/100

PAIR-code/deliberate-lab#818 · 1 comment · Opened Nov 13, 2025
Prevent users from bypassing "Next stage" disabled state Open

stale

PAIR-code/deliberate-lab#817 · 2 comments · 1 assignee · Opened Nov 13, 2025
Checking "Reveal selections by all participants within the cohort" for a ranking reveal stage doesn't show everyone's selections Open

stale starter bug

PAIR-code/deliberate-lab#815 · 1 comment · 1 assignee · Opened Nov 13, 2025
Occasionally there is a double message from users. Open

stale

Difficulty 3/5 1-2 days Newbie friendliness 35/100

PAIR-code/deliberate-lab#808 · 2 comments · Opened Nov 12, 2025
Allow "starring" experiments to pin them to the top of the list Open

stale wishlist

Difficulty 3/5 1-2 days Newbie friendliness 35/100

PAIR-code/deliberate-lab#806 · 1 comment · Opened Nov 12, 2025
【ERROR】no valid license found Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

PAIR-code/lumi#108 · 1 comment · Opened Nov 2, 2025
Improve alerting UX for participants (so that they know the help panel is visible) Open

stale

Difficulty 4/5 3-5 days Newbie friendliness 35/100

PAIR-code/deliberate-lab#763 · 1 comment · Opened Oct 31, 2025
Enable admins to easily add new experimenters to allowlist Open

runtime:experimenter-ux stale

Difficulty 4/5 3-5 days Newbie friendliness 48/100

PAIR-code/deliberate-lab#762 · 1 comment · Opened Oct 31, 2025
Forking an experiment keeps the creation date as the creation date of the initial experiment Open

stale

Difficulty 4/5 3-5 days Newbie friendliness 35/100

PAIR-code/deliberate-lab#759 · 1 comment · Opened Oct 31, 2025
Feature Request: Add Full-Text Paragraph-by-Paragraph Translation Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

PAIR-code/lumi#107 · Opened Oct 31, 2025
Reformat directory format for data downloads Open

stale

Difficulty 3/5 1-2 days Newbie friendliness 48/100

PAIR-code/deliberate-lab#755 · 2 comments · Opened Oct 31, 2025
Enable experimenters to share experiments/templates with specific emails Open

stale

Difficulty 4/5 3-5 days Newbie friendliness 48/100

PAIR-code/deliberate-lab#753 · 1 comment · Opened Oct 30, 2025
[Open ended] Make stock allocation easier Open

stale starter bug

Difficulty 3/5 1-2 days Newbie friendliness 52/100

PAIR-code/deliberate-lab#751 · 1 comment · Opened Oct 30, 2025
Include color and ID information for participants in LLM chat prompts Open

runtime:agents stale

Difficulty 4/5 3-5 days Newbie friendliness 45/100

PAIR-code/deliberate-lab#750 · 1 comment · Opened Oct 30, 2025
Add missing UI fields (currently only configurable in code) to experiment builder Open

stale

Difficulty 4/5 3-5 days Newbie friendliness 35/100

PAIR-code/deliberate-lab#748 · 1 comment · Opened Oct 30, 2025
Enable shareable, UI-created experiment templates Open

stale

Difficulty 5/5 Over a week Newbie friendliness 28/100

PAIR-code/deliberate-lab#740 · 2 comments · Opened Oct 29, 2025
Add random context generator option when defining agent participants Open

stale

Difficulty 3/5 1-2 days Newbie friendliness 48/100

PAIR-code/deliberate-lab#725 · 1 comment · Opened Oct 22, 2025
Support Node 24 Open

stale

Difficulty 3/5 1-2 days Newbie friendliness 55/100

PAIR-code/deliberate-lab#721 · 1 comment · Opened Oct 22, 2025
Rename "stock allocation" to "asset allocation" Open

frontend stale starter bug

Difficulty 2/5 1-3 hours Newbie friendliness 62/100

PAIR-code/deliberate-lab#718 · 3 comments · Opened Oct 20, 2025
Rename "agent mediators" to "agent facilitators" or "agent stage facilitators" Open

frontend stale

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

PAIR-code/deliberate-lab#716 · 3 comments · Opened Oct 20, 2025
Lumi 503 error "The model is overloaded" when asking questions using Gemini key Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

PAIR-code/lumi#102 · 1 comment · Opened Oct 9, 2025
Add tsc to CI Open

stale

Difficulty 4/5 3-5 days Newbie friendliness 35/100

PAIR-code/deliberate-lab#693 · 1 comment · Opened Sep 12, 2025
Add logging, frontend editor options for using message format (not string prompt) for API calls Open

runtime:agents runtime:experimenter-ux stale

Difficulty 4/5 3-5 days Newbie friendliness 55/100

PAIR-code/deliberate-lab#674 · 1 comment · Opened Aug 25, 2025
Add better tools for detecting bot/LLM users from Prolific Open

runtime:experimenter-ux stale

Difficulty 5/5 Over a week Newbie friendliness 25/100

PAIR-code/deliberate-lab#649 · 2 comments · Opened Aug 14, 2025
Show experimenters who have viewed the experiment in experiment settings / persmissions Open

runtime:experimenter-ux stale

Difficulty 4/5 3-5 days Newbie friendliness 25/100

PAIR-code/deliberate-lab#638 · 1 comment · Opened Aug 12, 2025
Improve PromptItemGroup Editor UX Open

stale

Difficulty 4/5 3-5 days Newbie friendliness 48/100

PAIR-code/deliberate-lab#633 · 2 comments · Opened Aug 11, 2025
Get CI to build the frontend Open

PAIR-code/deliberate-lab#624 · 1 comment · 1 assignee · Opened Aug 1, 2025
Put messaging if you try to delete a cohort but you don't own the experiment Open

frontend stale starter bug

Difficulty 3/5 1-2 days Newbie friendliness 35/100

PAIR-code/deliberate-lab#618 · 1 comment · Opened Jul 29, 2025
Add library of "recipe" prompt templates for LLM mediators Open

runtime:agents runtime:experimenter-ux stale

Difficulty 3/5 1-2 days Newbie friendliness 48/100

PAIR-code/deliberate-lab#606 · 1 comment · Opened Jul 24, 2025
Add full UI support for enums, arrays, and nested fields in structured output config Open

frontend runtime:experimenter-ux stale

Difficulty 4/5 3-5 days Newbie friendliness 48/100

PAIR-code/deliberate-lab#605 · 1 comment · Opened Jul 24, 2025
Add documentation for structured output Open

documentation stale

Difficulty 4/5 3-5 days Newbie friendliness 35/100

PAIR-code/deliberate-lab#604 · 1 comment · Opened Jul 24, 2025
Add human mediator workflow to platform Open

frontend runtime:experimenter-ux stale

Difficulty 5/5 Over a week Newbie friendliness 42/100

PAIR-code/deliberate-lab#585 · 1 comment · Opened Jul 15, 2025
Complete "automatic cohort transfer" feature Open

runtime:experimenter-ux stale

PAIR-code/deliberate-lab#583 · 2 comments · 1 assignee · Opened Jul 15, 2025
Enable group and private chat in all experiment stages Open

frontend runtime:experimenter-ux runtime:participant-ux stale

Difficulty 4/5 3-5 days Newbie friendliness 45/100

PAIR-code/deliberate-lab#581 · 1 comment · Opened Jul 15, 2025
Enable adding image URLs to survey multiple choice questions in frontend Open

frontend runtime:experimenter-ux stale starter bug

Difficulty 3/5 1-2 days Newbie friendliness 50/100

PAIR-code/deliberate-lab#579 · 2 comments · Opened Jul 15, 2025
Users shown as offline when they're actually online Open

runtime:experimenter-ux stale

PAIR-code/deliberate-lab#575 · 2 comments · 2 assignees · Opened Jul 9, 2025
Duplicate users created when following links from Prolific Open

runtime:participant-ux stale

PAIR-code/deliberate-lab#571 · 1 comment · 1 assignee · Opened Jul 8, 2025
Deployment missing required dependencies Open

runtime:experimenter-ux stale

Difficulty 2/5 1-3 hours Newbie friendliness 75/100

PAIR-code/deliberate-lab#538 · 1 comment · Opened Jun 13, 2025
Make participant view responsive (mobile-friendly) Open

frontend runtime:participant-ux stale

Difficulty 4/5 3-5 days Newbie friendliness 45/100

PAIR-code/deliberate-lab#529 · 1 comment · Opened May 30, 2025
Lock cohort if "Limit cohort to maximum number of participants" reached Open

runtime:experimenter-ux stale

Difficulty 4/5 3-5 days Newbie friendliness 35/100

PAIR-code/deliberate-lab#522 · 1 comment · Opened May 26, 2025
When forking an experiment in Deliberate Lab, update the experiment version Open

runtime:experimenter-ux stale

Difficulty 4/5 3-5 days Newbie friendliness 32/100

PAIR-code/deliberate-lab#519 · 2 comments · Opened May 20, 2025
Fix scaling in attention computation Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

PAIR-code/tiny-transformers#71 · Opened Apr 29, 2025
Enable agent participants to wait during waiting screens Open

runtime:agents runtime:experimenter-ux stale

Difficulty 3/5 1-2 days Newbie friendliness 48/100

PAIR-code/deliberate-lab#492 · 1 comment · Opened Apr 3, 2025
Fix cohort name numbering when cohorts are hidden Open

frontend runtime:experimenter-ux stale

Difficulty 3/5 1-2 days Newbie friendliness 48/100

PAIR-code/deliberate-lab#491 · 1 comment · Opened Mar 28, 2025
Add comment/threaded replies to Group Chat Open

frontend runtime:participant-ux stale

Difficulty 4/5 3-5 days Newbie friendliness 48/100

PAIR-code/deliberate-lab#479 · 1 comment · Opened Mar 7, 2025
Add "like" buttons for messages in Group Chat Open

runtime:participant-ux stale

Difficulty 4/5 3-5 days Newbie friendliness 45/100

PAIR-code/deliberate-lab#478 · 2 comments · Opened Mar 7, 2025
Long experiment names result to clipping in participant view menu Open

frontend runtime:participant-ux stale starter bug

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

PAIR-code/deliberate-lab#477 · 3 comments · Opened Mar 7, 2025
Change available sampling parameters depending on API Open

runtime:experimenter-ux stale

Difficulty 3/5 1-2 days Newbie friendliness 50/100

PAIR-code/deliberate-lab#465 · 1 comment · Opened Feb 26, 2025
Support running scripts with Nodejs or Deno, including webgpu support Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

PAIR-code/tiny-transformers#62 · Opened Feb 19, 2025
Add support for cross-entropy loss with integer labels Open

enhancement

PAIR-code/tiny-transformers#60 · 1 assignee · Opened Feb 17, 2025

Showing the newest 100

This page lists what was indexed most recently. Advanced filter has the whole inventory, narrowed by language, difficulty and how long a task takes.

Open advanced filter

PAIR-code

Showing the newest 100

Get new issues in your inbox