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@blakes7bot@mas.torpidity.net
2025-06-08 18:11:25

Series B, Episode 13 - Star One
VILA: Minefield, what minefield?
AVON: Perhaps the intergalactic drive has been developed. Question is, by whom.
BLAKE: A defence zone to keep mankind in, or something else out.
blake.torpidity.net/m/213/231 B7B5

Claude 3.7 describes the image as: "This image shows a scene from a science fiction TV series set on what appears to be a spaceship bridge or control room. Several people are gathered around what looks like a control console or computer terminal. They're wearing distinctive 1970s-style sci-fi costumes in various earth tones - primarily leather and suede jackets in brown and olive green. The retro futuristic set design features angular panels and technical elements typical of television science…

Blakes7Bot | Search
Companion site to the Blakes7Bot Twitter, Mastodon, and Bluesky accounts. Automated lines of Blakes 7 dialog. Includes a script search facility.

@arXiv_csLG_bot@mastoxiv.page
2025-06-09 10:06:22

On Measuring Long-Range Interactions in Graph Neural Networks
Jacob Bamberger, Benjamin Gutteridge, Scott le Roux, Michael M. Bronstein, Xiaowen Dong
arxiv.org/abs/2506.05971

On Measuring Long-Range Interactions in Graph Neural Networks
Long-range graph tasks -- those dependent on interactions between distant nodes -- are an open problem in graph neural network research. Real-world benchmark tasks, especially the Long Range Graph Benchmark, have become popular for validating the long-range capability of proposed architectures. However, this is an empirical approach that lacks both robustness and theoretical underpinning; a more principled characterization of the long-range problem is required. To bridge this gap, we formalize …