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cs.AI2026
Certified Access: Test-Time Compute on Conservative Physics-Structured AI Memory
Pratik Jawahar, Riccardo Maggioni, Jonas Petersen +5
Test-time compute mechanisms, such as retries, confidence-based escalation and non-local routing, are conventionally deployed as black-box additions to trained models. They typical…
cs.AI2026
FactoryBench: Evaluating Industrial Machine Understanding
Yanis Merzouki, Coral Izquierdo, Matei Ignuta-Ciuncanu +8
We introduce FactoryBench, a benchmark for evaluating time-series models and LLMs on machine understanding over industrial robotic telemetry. Q&A pairs are organized along four cau…