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Learn how Amazon Ads created a generative AI-powered image generation capability using Amazon SageMaker | Amazon Web Services

Learn how Amazon Ads created a generative AI-powered image generation capability using Amazon SageMaker | Amazon Web Services

Amazon Ads helps advertisers and brands achieve their business goals by developing innovative solutions that reach millions of Amazon customers at every stage of their journey. At Amazon Ads, we believe that what makes advertising effective is delivering relevant ads in the right context and at the right moment within the consumer buying journey. With that goal, Amazon Ads has used artificial intelligence (AI), applied science, and analytics to help its customers drive desired business outcomes for nearly two decades. In a March 2023 survey, Amazon Ads found that among advertisers who were unable to build successful campaigns, nearly 75 percent…
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Generative AI’s end-run around copyright won’t be resolved by the courts

Generative AI’s end-run around copyright won’t be resolved by the courts

Generative AI companies have faced many copyright lawsuits, but something is different about the recent complaint by the New York Times. It is filled with examples of ChatGPT outputting near-verbatim copies of text from the NYT. Copyright experts think this puts the Times in a very strong position.We are not legal experts, and we won’t offer any commentary on the lawsuit itself. Our interest is in the bigger picture: the injustice of labor appropriation in generative AI. Unfortunately, the legal argument that has experts excited — output similarity — is almost totally disconnected from what is ethically and economically harmful…
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Bill Gates shares the Warren Buffett-inspired scheduling tip he wishes he had learned earlier

Bill Gates shares the Warren Buffett-inspired scheduling tip he wishes he had learned earlier

Microsoft founder Bill Gates says you should stop overbooking your calendar.The billionaire shared a scheduling tip in a Friday Threads post, citing fellow billionaire Warren Buffett."It took far too long for me to realize that you don't have to fill every second of your schedule to be successful," Gates wrote. "(In hindsight, it's a lesson I could have learned a lot sooner had I taken more peeks at Warren Buffett's intentionally light calendar.)" While at Microsoft, Gates was known for his meticulous schedules, literally planning his day down to the minute — an approach Tesla CEO Elon Musk has also…
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Accelerating Advertising With AI Comes At A Cost

Accelerating Advertising With AI Comes At A Cost

AI — a catchword and momentous concept — is all-consuming. It demands nearly as much energy as Argentina uses in a year, is the obsession of practically every marketer I meet, and is invoked breathlessly by those who have the most to gain and lose from it. On Alphabet’s most recent earnings call, for example, Sundar Pichai and Philipp Schindler emphasized the integration of Gemini models into Performance Max to accelerate creativity and the adoption of AI-powered tools such as Smart Bidding and automatically created assets. It’s mathematically obvious to apply AI to advertising — it saves time and, by…
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MongoDB announces updates to power generative AI development – SiliconANGLE

MongoDB announces updates to power generative AI development – SiliconANGLE

Cloud database provider MongoDB Inc. today announced several new updates at its developer conference MongoDB.local NYC that will make it easier for developers to build, run and deploy generative artificial intelligence applications. The company announced new capabilities for MongoDB Atlas, a fully managed cloud database that can handle the complex task of deploying and scaling database systems, including real-time stream processing, search nodes for Microsoft Azure to optimize performance and edge server services to reduce complexity for managing data. Atlas Stream Processing, now generally available, allows developers to take advantage of real-time data coming from sources such as internet of things devices, customer browsing…
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How to Prepare Your Business for the EU AI Act With KPMG’s EU AI Hub

How to Prepare Your Business for the EU AI Act With KPMG’s EU AI Hub

The EU AI Hub, launched last week by AI security firm Cranium with KPMG and Microsoft, is a service designed to assist businesses in complying with the newly adopted EU AI Act. With expert advice and bespoke technologies, users will be taken through a series of steps to identify what parts of the AI Act apply to their products and what they need to do to comply. On March 13, 2024, the European Union Parliament voted the AI Act into law. This means businesses that offer AI products in the region will soon need to abide by its strict rules…
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Exploring Dark Knowledge under Various Teacher Capacities and Addressing Capacity Mismatch

Exploring Dark Knowledge under Various Teacher Capacities and Addressing Capacity Mismatch

arXiv:2405.13078v1 Announce Type: new Abstract: Knowledge Distillation (KD) could transfer the ``dark knowledge" of a well-performed yet large neural network to a weaker but lightweight one. From the view of output logits and softened probabilities, this paper goes deeper into the dark knowledge provided by teachers with different capacities. Two fundamental observations are: (1) a larger teacher tends to produce probability vectors that are less distinct between non-ground-truth classes; (2) teachers with different capacities are basically consistent in their cognition of relative class affinity. Abundant experimental studies verify these observations and in-depth empirical explanations are provided. The difference in dark…
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Business of AI Report 2023

Business of AI Report 2023

The Business of AI Report analyzes the AI trends and events that happened over the year since ChatGPT was released through a business & strategy lens. It covers a wide range of topics from the fastest growing generative AI products to why San Francisco is the AI hotspot to OpenAI’s Dev Day. There is a link to the report in Slides format (with product GIFs) at the end of this post. If you’re interested in meeting a curated group of 40-50 other people interested in the business of AI, check out the Enterprise GenAI Forum I’m hosting next week. The…
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