π-256 Lab

π-256 Lab studies Unix systems, machine learning, language-model tools, and human-centered AI. The lab focuses on how these systems are used, evaluated, and understood in everyday research practice.

Research project image.

People

Portrait.

Pattie Maes

Human-computer interaction, wearable systems, and AI for learning, memory, and health.

Portrait.

Nataliya Kos'myna

AI, neuroscience, non-invasive brain-computer interfaces, and cognitive measurement.

Portrait.

Wazeer Zulfikar

Wearable AI, memory support tools, accessibility, and everyday human-AI interfaces.

Research directions

GPT-related research image.

GPT and writing workflows

How people use language models while writing, revising, and checking text.

LLM research image.

LLM tools and interfaces

Prompt workflows, interface structure, and practical use across different tasks.

DeepSeek-related research image.

Model behavior across tools

Differences between models in the same workflow, and how they affect trust and review.

Computing infrastructure image.

Shared compute environments

Shared machines, serving systems, profiling, and reliable day-to-day operation.