![]() \"We\'re excited to offer Cohere\'s general purpose large language model with Amazon SageMaker. The Medium model is deployed in containers that enable low-latency inference on a diverse set of hardware accelerators available on AWS, providing different cost and performance advantages for SageMaker customers.\n\n\"Amazon SageMaker provides the broadest and most comprehensive set of services that eliminate heavy lifting from each step of the machine learning process,\" said Rajneesh Singh, General Manager AI/ML at Amazon Web Services. The Medium generation model excels at tasks that require fast responses, such as question answering, copywriting, or paraphrasing. Companies can use the models out of the box or tailor them to their particular needs using their own custom data.\n\nDevelopers using SageMaker will have access to Cohere\'s Medium generation language model. The company builds and continually improves its general-purpose large language models (LLMs), making them accessible via a simple-to-use platform. Cohere helps developers and businesses automate a wide range of tasks, such as copywriting, named entity recognition, paraphrasing, text summarization, and classification. The company\'s mission is to enable developers and businesses to add language AI to their technology stack and build game-changing applications with it. ![]() Developers, data scientists, and business analysts use Amazon SageMaker to build, train, and deploy ML models quickly and easily using its fully managed infrastructure, tools, and workflows.\n\nAt Cohere, the focus is on language. This makes it easier for developers to deploy Cohere\'s pre-trained generation language model to Amazon SageMaker, an end-to-end machine learning (ML) service. Cohere\'s state-of-the-art language AI is now available through Amazon SageMaker. You bring this back to the web server, and if the server trusts the attestation company, you get the content unlocked and finally get a response with the data you wanted.4 text= 'It\'s an exciting day for the development community. If you passed, you would get a signed "IntegrityToken" that verifies your environment is unmodified and points to the content you wanted unlocked. ![]() At this point your browser would contact a "third-party" attestation server, and you would need to pass some kind of test. Google's plan is that, during a webpage transaction, the web server could require you to pass an "environment attestation" test before you get any data. Play Integrity doesn't care and will lock you out of those apps either way. You could be using root access to cheat at games or phish banking data, but you could also just want root to customize your device, remove crapware, or have a viable backup system. You'll generally be locked out of banking apps, Google Wallet, online games, Snapchat, and some media apps like Netflix. So if you root an Android phone and get flagged by the Android Integrity API, several types of apps will just refuse to run. Root access allows you full control over the device that you purchased, and a lot of app developers don't like that. Perhaps the most telling line of the explainer is that it "takes inspiration from existing native attestation signals such as App Attest and the Play Integrity API." Play Integrity (formerly called "SafetyNet") is an Android API that lets apps find out if your device has been rooted. The intro says this data would be useful to advertisers to better count ad impressions, stop social network bots, enforce intellectual property rights, stop cheating in web games, and help financial transactions be more secure. The goal of the project is to learn more about the person on the other side of the web browser, ensuring they aren't a robot and that the browser hasn't been modified or tampered with in any unapproved ways. This trust may assume that the client environment is honest about certain aspects of itself, keeps user data and intellectual property secure, and is transparent about whether or not a human is using it." ![]() The intro to the Web Integrity API starts out: "Users often depend on websites trusting the client environment they run in. " The explainer is authored by four Googlers, including at least one person on Chrome's " Privacy Sandbox" team, which is responding to the death of tracking cookies by building a user-tracking ad platform right into the browser. DRM? Over the weekend the Internet got wind of this proposal for a "Web Environment Integrity API. Google's newest proposed web standard is. Aurich Lawson / Getty Images reader comments 230 with
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