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Can VLMs Predict Future States? Bootstrapping World Models from Inverse Dynamics
arXiv:2506.06006v3 Announce Type: replace Abstract: Can unified vision-language models (VLMs) perform forward dynamics prediction (FDP), i.e., predicting the future state (in image form) given the previous observation and an action (in language form)? We find that VLMs struggle to generate physically plausible transitions between frames from instructions. Nevertheless, we identify a crucial asymmetry in multimodal grounding: fine-tuning a VLM to learn inverse dynamics prediction...
Listen up, England. The Health Secretary is going to be data controller for everyone's Single Patient Record
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Peter Mandelson invited UK PM to meet Palantir's Thiel
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UK lawmakers call on government to ditch Palantir NHS contract
MPs have told the government to cut its ties with Palantir, and end the US spy-tech firm's controversial involvement in the National Health Service's Federated Data Platform. Warning against vendor lock-in across government, the House of Common science and technology committee said it was most concerned about Palantir, which had secured central roles in health and defense systems. “Palantir should not have a such a significant role in the UK public sector… it is far from the only company...
Germany sees record number of naturalisations in 2025
From 2027, local authorities expect a wave of citizenship applications from Ukrainian nationals living in Germany. The number of naturalisations in Germany has risen to a new record high, with 332,500 people acquiring German citizenship in 2025. Compared with the previous year, that marks an increase of 14 percent, according to the Federal Statistical Office.