Open science

Software, benchmarks & artifacts

Research code, benchmarks and systems released by the lab so others can reproduce and build on our work. More on GitHub.

Platform

Fermi-LLM

A web platform that turns a plain-English request into a real Fermi-LAT gamma-ray analysis: it writes the FermiPy configuration and Python driver, checks them, runs exactly what the scientist approves and shows every step. Every model, rule, validator and data source is a pluggable module.

LLM agentsAstrophysicsPython
Benchmark & artifact

Trust-Calibration Benchmark

A small, auditable qualification test for language models used as workers in human-computation pipelines: 60 yes/no items across five domains with independently audited gold labels, plus the evaluation harness.

BenchmarkCalibrationHCOMP 2026
Code & data

Sycophantic Metacognition

Complete code, data, prompts, results and analysis pipeline for the multi-phase study of metacognitive calibration and sycophancy in LLM self-assessment.

ReproducibilityLLM evaluationCUI 2026
Research system

Belief Explorer

An AI system that uses Socratic dialogue and multi-perspective analysis to help people examine personally held beliefs.

Socratic dialogueEpistemic reflectionCHI 2026
Research system

CultureFit

Code for the CSCW paper on a culturally aware workplace tool that adapts to monochronic and polychronic work styles of crowd workers.

Crowd workBrowser extensionCSCW 2024
Code

AIMing research code

Dataset generation from arXiv mathematics, embedding-space experiments, automated judge agents and prompt experimentation for the NSF AIMing project.

AI for mathRetrievalEvaluation
Tool

LitRevTools

A cross-platform tool for systematic literature reviews following the PRISMA methodology, with Semantic Scholar integration; one codebase for CLI, web, desktop and mobile.

PRISMAResearch toolingTypeScript
Hardware + AI

SmartMonitor

Embedded image capture and on-device object detection for privacy- preserving analysis of workplace activity (RK3588 edge device, HDMI capture).

Edge AIComputer visionCHIWORK 2024
XR system

VirtuaScreens

A Unity-based extended-reality workspace for adding and arranging virtual monitors, with a screencast server.

Extended realityUnityCHIWORK 2024