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Source channel @githubtrending · Post #14960 · Jul 15

#csharp#cross_platform#csharp#vpn#xamarin VpnHood is a free, open-source VPN that helps you stay private online and access blocked content, even on networks with strict firewalls and deep packet inspection[1][5]. It works on Windows and Android, is easy to install, and runs fast without needing special network knowledge or admin rights[1]. You can choose which apps or countries use the VPN, and it supports both IPv4 and IPv6. Because it’s open source and has passed a security audit, you can trust that your data is safe and the software is transparent[1]. This means you get better privacy, can bypass restrictions, and have more control over your internet connection, all without cost or complexity[1][3]. https://github.com/vpnhood/VpnHood

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AI & Law

@ai_and_law · Post #202 · 12/28/2023, 08:04 AM

USA: New Bill Proposes Transparency Rules for AI Training Data Hello everybody! In US a new AI Foundation Model Transparency Act have been introduced. The aim is to ensure transparency in the usage of copyrighted data in training AI models. Companies developing foundation models must reveal the sources of their training data. This move is geared towards informing copyright holders if their data has been utilized. The bill tasks the Federal Trade Commission (FTC) to collaborate with the National Institute of Standards and Technology (NIST) in establishing rules for reporting training data transparency. Companies must disclose the origin of training data, how it's retained during inference, model limitations or risks, alignment with NIST’s AI Risk Management Framework, and adherence to federal standards. AI developers are required to report efforts to "red team" the model, especially in areas like medical queries, cybersecurity, elections, and services impacting vulnerable populations. This bill complements the Biden administration’s AI executive order, reinforcing the push for standardized reporting in AI models. The bill is yet to go through committee discussions, and its fate before the election campaign season remains uncertain. #AIlaw#CopyrightData#Legislation#TechNews#AIRegulation