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 censorship


I tested an Android app that lets anyone fight censorship - and shows your impact in real time

ZDNet

You can allow up to five connections at the same time -- but keep in mind the more simultaneous connections, the more bandwidth you may end up using. Also: Privacy in the AI era is possible, says Proton's CEO, but one thing keeps him up at night


How ideas of a vast censorship network moved from the online fringe to Trump policy

MIT Technology Review

"Mike Benz just revealed everything," the user wrote, including "how'democracy' was redefined to silence you." This marked the first time Musk, newly installed at DOGE, had posted specifically about USAID. But Benz and Musk were already acquainted. The two had exchanged tweets and threads about censorship and other conspiracy theories for years. Only a few weeks after Benz's Rogan appearance, Musk was using the "censorship-industrial complex" language directly--and USAID was on life support.


The Fundamental Limits of Fraud Detection in Card Payment Networks

arXiv.org Machine Learning

Card payment fraud detection is usually framed as a supervised classification problem. Although this approach has generated practical progress, improvement has remained incremental despite major advances in model architecture. We argue that this is not mainly a failure of function approximation or optimization, but a consequence of structural information impairments inherent to the payment ecosystem. We formalize card authorization as a sequential decision problem with delayed, censored, corrupted, and counterfactually missing feedback. We derive a minimax regret lower bound showing that these impairments enter multiplicatively in the denominator of the achievable learning rate. The bound implies that improving issuer reporting quality or reducing censorship can yield larger reductions in the regret floor than increasing model complexity. We also show that heterogeneity across issuers worsens learnability beyond what average impairment rates suggest. The paper contributes a theory of why fraud detection in payment networks is fundamentally harder than in standard online learning settings, identifies ecosystem information quality as the key bottleneck, and provides a theoretical basis for prioritizing investments in reporting infrastructure, dispute process quality, and selective exploration. The paper is theory-first and does not rely on proprietary transaction data.




Gaussian Processes for Survival Analysis

Neural Information Processing Systems

We introduce a semi-parametric Bayesian model for survival analysis. The model is centred on a parametric baseline hazard, and uses a Gaussian process to model variations away from it nonparametrically, as well as dependence on covariates. As opposed to many other methods in survival analysis, our framework does not impose unnecessary constraints in the hazard rate or in the survival function. Furthermore, our model handles left, right and interval censoring mechanisms common in survival analysis. We propose a MCMC algorithm to perform inference and an approximation scheme based on random Fourier features to make computations faster. We report experimental results on synthetic and real data, showing that our model performs better than competing models such as Cox proportional hazards, ANOVA-DDP and random survival forests.


'Was I scared going back to China? No': Ai Weiwei on AI, western censorship and returning home

The Guardian

'It was like a phone call suddenly connecting' Ai Weiwei. 'It was like a phone call suddenly connecting' Ai Weiwei. 'Was I scared going back to China? He has been jailed, tracked and threatened by China's government. What was it like pay a visit home?


Ai Weiwei on China, the West and shrinking space for dissent

The Japan Times

Censorship has been a constant in Ai Weiwei's life. The 68-year-old Chinese dissident, whose activist art has made him among Beijing's most prominent critics, has seen his films, sculptures and other works restricted for their criticisms of China as well as his outspoken advocacy for human rights around the world. Speaking in London ahead of the January 29 launch of his new book On Censorship," he discussed returning to China for the first time in a decade, the impact of AI on freedom of expression, and what he sees as the erosion of free speech in the West. This conversation has been edited and condensed for clarity. In a time of both misinformation and too much information, quality journalism is more crucial than ever.