What is an AI winter and is one coming?

AI winter is a term that describes funding cuts in research and development of artificial intelligence systems.  This usually follows after a period of overhype and under-delivery in the expectations of AI systems capabilities. Does this sound like today’s AI?  Over the past few months, we’ve observed several key generative AI systems failing to meet the…

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Researchers from Stanford University Propose MLAgentBench: A Suite of Machine Learning Tasks for Benchmarking AI Research Agents

  Human scientists can explore the depths of the unknown and make discoveries requiring various undetermined choices. Armed with the body of scientific knowledge at their disposal, human researchers explore uncharted territories and make ground-breaking discoveries in the process. Studies now investigate if building AI research agents with similar capabilities is possible. Open-ended decision-making and…

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How Google harms search advertisers in 20 slides

Google manipulated ad auctions and inflated costs to increase revenue, harming advertisers, the Department of Justice argued last week in the U.S. vs. Google antitrust trial. What follows is a summary and some slides from the DOJ’s closing deck, specific to search advertising, that back up the DOJ’s argument. Google’s monopoly power This was defined…

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4 YouTube Shopping updates, including Collections & Affiliate Hub

YouTube introduced four new updates for shopping creators, aimed at enhancing conversions, providing inspiration, and offering more choices. These updates include: Shopping Collections. The Affiliate Hub. Enhanced tagging. Fourthwall. Why we care. If you are a YouTube Shopping creator or a brand that sells products on the platform, these new capabilities and features could be…

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Eleuther AI Research Group Demonstrate How Classifier-free Guidance (CFG) Can Be Used With LLMs

Recently, huge language models have shown impressive generative skills, allowing them to handle a wide variety of problems. Typically, “prompting” is used to condition generation, either with task instructions and context or with a small number of samples. However, problems, including hallucination, deterioration, and wandering, have been observed in language generation, especially with smaller models….

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5 tips for effective PPC bidding on a budget

PPC advertising can be a game-changing tool for small businesses looking to kickstart sales or increase brand awareness. Unfortunately, it’s also extremely easy to overspend if you aren’t careful.  When your budget is tight, it’s crucial that you set yourself up for success when creating a PPC account. Just a couple of bad months of…

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Microsoft expands enhanced conversions and targeting capabilities

Microsoft is launching enhanced conversions in all markets across America and Europe in the coming weeks. Additionally, the tech giant introduced new ad-targeting capabilities to assist brands in reaching high-value consumers. Why we care. Leveraging these latest updates has the potential to enhance campaign performance significantly. By refining conversion measurement, you can optimize campaigns more effectively,…

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