Research record

Projects

Published, ongoing, and thesis research led by Enneper AI founder Gianluigi Vitale, with status and evidence stated plainly.

01 / Reliable AI systems

Published · MLSys 2026

DriftBench

A measurement and prediction framework for infrastructure-induced output drift in LLM serving systems.

02 / TPU inference

Ongoing systems work

A 32-chip TPU v4-64 bring-up validating prefill and decode across every attention mode.

03 / TPU kernels

Work in progress

A TPU implementation of the DSA attention path, developed as a foundation for a GLM-5.2 port.

04 / Numerical computing

Active research

Characterizing TPU v5e/v6e arithmetic and reproducing its matrix-multiplication behavior in a deterministic CPU simulator.

05 / AI for scientific discovery

Ongoing collaboration

Investigating whether long-context DNA models encode linkage disequilibrium in collaboration with genomics researchers at CNR Italy.

06 / LLM safety evaluation

Manuscript under review

A factorial study isolating how persona framing, terminology substitution, and moral justification shift LLM safety boundaries.

07 / Program analysis

B.Sc. thesis in progress

Static analysis and machine learning for automated detection of data-structure performance anti-patterns in Python.