Industrial case study finds no performance reason to prefer C over Rust for microcontroller firmware and shows Ariel OS Rust runtime smaller than state-of-the-art bare-metal C.
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3 Pith papers cite this work. Polarity classification is still indexing.
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2026 3verdicts
UNVERDICTED 3representative citing papers
MetaErr introduces a meta-model that forecasts per-sample prediction errors in deep neural networks solely from base model performance observations, outperforming baselines and boosting pseudo-labeling on three computer vision datasets.
VULCAN applies vision-language models to multi-agent cooperative navigation in fire-simulated indoor environments, revealing failures of existing vision-based methods.
citing papers explorer
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Embedded Rust or C Firmware? Lessons from an Industrial Microcontroller Use Case with Ariel OS
Industrial case study finds no performance reason to prefer C over Rust for microcontroller firmware and shows Ariel OS Rust runtime smaller than state-of-the-art bare-metal C.
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MetaErr: Towards Predicting Error Patterns in Deep Neural Networks
MetaErr introduces a meta-model that forecasts per-sample prediction errors in deep neural networks solely from base model performance observations, outperforming baselines and boosting pseudo-labeling on three computer vision datasets.
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VULCAN: Vision-Language-Model Enhanced Multi-Agent Cooperative Navigation for Indoor Fire-Disaster Response
VULCAN applies vision-language models to multi-agent cooperative navigation in fire-simulated indoor environments, revealing failures of existing vision-based methods.