AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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This work introduces STRIDE, the first framework for evaluating context alignment between scenario descriptions and pedestrian trajectories, and believes that the STRIDE framework provides a first step toward principled evaluation of context-aligned pedestrian trajectory generation.
This work presents marimo-lens, an extension to the reactive Python notebook marimo for grounded human-agent analysis that connects a human's marked output and note to its producing cell and relevant contributing computation, giving the agent computational context for the request.
MIVAIS is presented, a dual-layered research platform designed to abstract the structural complexities of mixed-initiative VA and evaluates the framework's expressiveness and efficiency through expert case studies with HCI and VA researchers, demonstrating how MIVAIS effectively lowers the barrier to prototyping and ev...
It is found that methodological variance collectively exceeds architectural variance across all metrics and tested models, suggesting that cross-paper comparisons based on autointerpretability scores may reflect pipeline differences rather than architectural differences, with implications for the ongoing debate on SAE...
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