Research
Systems that make AI behavior inspectable.
Andrei Vince works on reliable AI agents, production infrastructure, computational design, and applied systems where model outputs must survive contact with real state.
01
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.
02
Architectural geometry synthesis
Published work connecting cellular automata, structured geometry, conditioned diffusion models, and automated multimodal dataset generation for computational design.
03
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