Remove ai-bias
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How marketers can mitigate bias in generative AI

Martech

Technology providers such as Amazon, Google, Meta and Microsoft, have long sought to address concerns about the effects of bias in datasets used to train AI systems. Generative AI (genAI) is an incredible breakthrough , but it’s not human, and it’s not going to do exactly what people think it should do.

Marketing 105
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How to fight bias in your AI models

Martech

What has changed is the impact the results have because of how many decisions are now made by AI. In marketing, these algorithms can decide everything from audience segmentation, to the most effective creatives, to the best channels. Whatever the cause, the bias results in inaccurate data. AI is not going anywhere,” she said. “It’s

Transform 104
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What is AI bias? [+ Data]

Hubspot Marketing

Our State of AI Survey Report found that one of the top challenges marketers face when using generative AI is its ability to be biased. And marketers, sales professionals, and customer service people report hesitating to use AI tools because they can sometimes produce biased information. What is AI bias?

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How bias in AI can damage marketing data and what you can do about it

Martech

Algorithms are at the heart of marketing and martech. Marketers rely on AI systems to provide neutral, reliable data. If it doesn’t, it can misdirect your marketing efforts. We like to think of algorithms as sets of rules without bias or intent. That’s one way bias gets into AI.

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Marketers Spend on New Technologies While Battling Usage and Impact Challenges

The CMO Survey

The 32 nd edition of The CMO Survey examines reoccurring questions related to marketing spending and performance, marketing leadership, and marketing jobs. In addition, managing marketing technology, generative AI, growth, and sustainability are special topics covered in this edition. Companies spend 19.9%

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The Risks of Biased AI – And How To Avoid It

Rock Content

It is undeniable to say that the digital market is constantly changing and that we are used to it, but in recent months Artificial Intelligence (AI) and its impacts on those who work online have kept many marketing professionals and content creators awake at night. So first things first: what is AI Bias?

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How to augment market research and glean customer insights with AI

Martech

Surveys and focus groups are the go-to methods for gathering customer insights to drive marketing strategy. Today, AI-powered tools like data mining and sentiment analysis offer a powerful way to augment and improve customer research. It’s time to move beyond these outdated tactics.