Research

Reliable agents and applied systems

Andrei Vince works on reliable AI agents, production infrastructure, computational design, and applied systems where model outputs must survive contact with real state.

ACID-Bench

A deterministic fault-injection benchmark for testing whether state-changing tool agents preserve transactional integrity under partial commits, ghost-success retries, stale reads, and recovery failures.

Architectural geometry synthesis

Published work connecting cellular automata, structured geometry, conditioned diffusion models, and automated multimodal dataset generation for computational design.

Neevel

A screen-free fall-prevention system combining sensor-equipped insoles with a nightlight-shaped hub for balance routines and caregiver visibility. Second place at the 2026 Stanford Center on Longevity Design Challenge.

Selected publications

Automating Multi-Modal Dataset Workflows for Generative Architecture

Sabri Gökmen and Andrei Vince

Published in the 114th ACSA Annual Meeting proceedings, 2026

A Framework for Architectural Geometry Synthesis Using Cellular Automata and Conditioned Diffusion Models

Sabri Gökmen, Andrei Vince, and Aidan Oh

Published in the ACM SIGGRAPH Asia 2025 Posters proceedings

ACID-Bench: A Fault-Injection Benchmark for Tool-Using Agents

Andrei Vince

Public non-archival KDD 2026 workshop paper and poster presentation