ISO 21448
PulseAugur coverage of ISO 21448 — every cluster mentioning ISO 21448 across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New method evaluates ML LiDAR safety targets across conditions
A new paper proposes an uncertainty evaluation method to support the Safety Of The Intended Functionality (SOTIF) analysis for machine learning object detectors used in LiDAR systems. The method aims to determine if per…
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New Research Proposes Two-Dimensional Safety Envelopes for Driving VLAs
A new research paper explores safety envelopes for Vision-Language-Action (VLA) driving planners, specifically evaluating the Alpamayo R1 model. The study found that a single aggregate safety threshold can mask scenario…
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New XAI Rubric Highlights Causal AI Need for Autonomous Driving Safety
A new rubric for Explainable AI (XAI) in autonomous driving safety has been proposed, highlighting a significant gap between current XAI methods and the evidence required by safety standards. The proposed rubric, derive…
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New metric assesses event camera data for autonomous driving safety
Researchers have developed a new task-agnostic metric to assess the integrity of event camera data streams, crucial for safety-critical perception in automated driving systems. This metric, based on the Pearson Correlat…