News & Publications

Circumventing Apple T2 Thunderbolt MMIO Restrictions: Enabling Large-BAR NVIDIA GPUs on Intel Macs

Telesca A.

Zenodo (CERN), 2026 — DOI: 10.5281/zenodo.22011607

Software-only solution to a problem open since 2019 in the t2linux community. Two Apple T2 blocking mechanisms identified and circumvented. Validated with NVIDIA RTX 3090 on MacBookPro16,1: 352 W, 97% SM utilisation, 27B LLM inference at 36.3 tokens/s.

Cognitive Pentest Framework: Autonomous AI-Powered Penetration Testing Agent

Telesca A.

ResearchGate, 2026 — DOI: 10.13140/RG.2.2.15729.34401

SENTINEL-AI: Self-Executing Network Testing and Intelligence on Edge Linux

Telesca A.

ResearchGate / GitHub, 2026 — First AI cybersecurity agent on mobile edge device

HOMELAB-AI: Autonomous AI Home Server on Consumer NAS Hardware

Telesca A.

ResearchGate / GitHub, 2026 — AI automation on consumer hardware for intelligent home infrastructure

SENTINEL-AI: A Multi-Agent AI-Powered Intrusion Detection System for SME Network Security and NIS2 Compliance on Ultra-Low-Resource Edge Devices

Telesca A.

Zenodo (CERN), February 2026 — DOI: 10.5281/zenodo.18819290

Multi-agent IDS for NIS2 compliance on Raspberry Pi Zero 2 W (<€25)

MC-TDC: Mutability Classification with Type-Decoupled Cache for Computational Cost Reduction in Generative AI Systems

Telesca A.

Independent Research, March 2026 — Reference implementation: LiveInk

Three-tier architectural framework for semantic data mutability classification and decoupled caching. 99.998% API call reduction, complexity from O(N×M) to O(K). 11 pages, 6 application domains.