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@aardrian@toot.cafe
2025-07-17 17:16:43

Reminded someone that not only did #accessiBe’s overlay not help a site, it may have been a factor in the lawsuit against that site (PDF):
archive.org/details/gov.uscour

@Dragofix@veganism.social
2025-07-18 01:31:31

Open burning of plastic is an escalating public health threat, say experts news.mongabay.com/2025/07/open

@chris@mstdn.chrisalemany.ca
2025-08-17 00:50:29

I would just like to express solidarity with trans folks on #bluesky and others who are being suspended on that corporate platform for "wishing ill will" on J.K. Rowling.
Rowling is an objectively terrible human being that has repeatedly expressed discriminatory and disgusting opinions towards trans people.
She has earned every ounce of ill will that she gets.
saw this from @…

@johnleonard@mastodon.social
2025-06-17 14:47:21

Meta has announced that it will begin rolling out advertising on messaging app WhatsApp that has long been touted as an ad-free experience.
computing.co.uk/news/2025/meta

@tante@tldr.nettime.org
2025-07-17 10:50:13

This story is cute: A malicious "Solidity" (that's the smart contract language Ethereum and other blockchains use) extension for Cursor, the Vibe-Coding Editor included code that steals your tokens/coins.
I find it funny for two reasons:
- Blockchainers love talking about how you need to verify things you interact with but someone wasn't checking if they have the right extension
- Programming smart contracts is hard because it's a massively hostile envir…

@tanyakaroli@expressional.social
2025-07-18 14:44:24

Familien fra Frankrig er taget videre til min svigerinde i Slagelse, og vi har nu en rolig eftermiddag inden vi henter dem der i morgen og kŸrer til Blåvandshuk.
Nu nyder jeg at der er god tid til en #fredagsbog: jeg genlæser Laurie R. Kings Mary Russell-bŸger om den unge Marys mŸde og eventyr med den midaldrende Sherlock Holmes. Det er ganske herligt at se den gamle stivstikker blive …

Forsiden af nævnte bog, holdt i sort og blågrønne toner. Billedet viser en søjlegang i forgrunden og en stor gårdsplads og en treetagers herregård af en slags i baggrunden. Under bogen et vattæppe på en græsplane

Nearly 800,000 mpox vaccine doses
the U.S. government had promised to donate to African countries experiencing an outbreak of the rash-causing disease
🆘 cannot be shipped because they’re expiring in less than six months,
according to the Africa Centres for Disease Control and Prevention.
“For a vaccine to be shipped to a country, we need a minimum of six months before expiration to ensure that the vaccine can arrive in good condition
and also allow the country t…

@cosmos4u@scicomm.xyz
2025-07-17 03:28:46

50 years ago today, at 16:09 UTC on 17 July 1975, the Apollo-Soyuz Test Project culminated in the first docking of the spacecraft - but afterwards an interesting experiment took place: after they separated again Apollo (the final one; no number) occulted the Sun from the point of view of Soyuz 19. Images obtained show mostly outgassing from Apollo forward-scattering light from the hidden Sun but allegedly there is also some outer corona in the images of which #eclipse experiment was described in the mission press kit nasa.gov/wp-content/uploads/st on PDF pages 37-39 and the outcome is discussed in the didactical NASA brochure ntrs.nasa.gov/api/citations/19 on PDF pages 20-27; there is apparently also a more technical paper in a mission science report but I couldn't find that one online.

@pbloem@sigmoid.social
2025-07-18 09:25:22

Now out in #TMLR:
🍇 GRAPES: Learning to Sample Graphs for Scalable Graph Neural Networks 🍇
There's lots of work on sampling subgraphs for GNNs, but relatively little on making this sampling process _adaptive_. That is, learning to select the data from the graph that is relevant for your task.
We introduce an RL-based and a GFLowNet-based sampler and show that the approach perf…

A diagram of the GRAPES pipeline. It shows a subgraph being sampled in two steps and being fed to a GNN, with a blue line showing the learning signal. The caption reads Figure 1: Overview of GRAPES. First, GRAPES processes a target node (green) by computing node inclusion probabilities on its 1-hop neighbors (shown by node color shade) with a sampling GNN. Given these probabilities, GRAPES samples k nodes. Then, GRAPES repeats this process over nodes in the 2-hop neighborhood. We pass the sampl…
A results table for node classification on heterophilious graphs. Table 2: F1-scores (%) for different sampling methods trained on heterophilous graphs for a batch size of 256, and a sample size of 256 per layer. We report the mean and standard deviation over 10 runs. The best values among the sampling baselines (all except GAS) are in bold, and the second best are underlined. MC stands for multi-class and ML stands for multi-label classification. OOM indicates out of memory.
Performance of samples vs sampling size showing that GRAPES generally performs well across sample sizes, while other samplers often show more variance across sample sizes. The caption reads Figure 4: Comparative analysis of classification accuracy across different sampling sizes for sampling baseline
and GRAPES. We repeated each experiment five times: The shaded regions show the 95% confidence intervals.
A diagrammatic illustration of a graph classification task used in one of the theorems. The caption reads Figure 9: An example of a graph for Theorem 1 with eight nodes. Red edges belong to E1, features xi and labels yi are shown beside every node. For nodes v1 and v2 we show the edge e12 as an example. As shown, the label of each node is the second feature of its neighbor, where a red edge connects them. The edge homophily ratio is h=12/28 = 0.43.
@muz4now@mastodon.world
2025-06-18 06:43:12

Lawyers Just Discovered Something About Meta's AI That Could Cost Zuckerberg Untold Billions of Dollars futurism.com/lawyer-zuckerberg