What If LinkedIn's AI Treats Your Profile Differently Based on Your Name?

What If LinkedIn’s AI Treats Your Profile Differently Based on Your Name?

What if LinkedIn’s AI treats your profile differently – not based on your qualifications, your content, or your professional experience – but based on your first name alone? We ran an experiment to find out. The results concern us, and they should concern you too. Why We Ran This Experiment Many professionals have asked whether […]

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In-Ear Insights: How Data Quality Impacts Social Media Algorithms

In-Ear Insights: How Data Quality Impacts Social Media Algorithms

In this episode of In-Ear Insights, the Trust Insights podcast, Katie and Chris discuss how user data quality fundamentally controls social media algorithms, including the new LinkedIn LLM system. You will learn how modern social algorithms use language models to predict your engagement, shifting the control back to you. You will discover why your likes, […]

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In-Ear Insights How to Identify and Mitigate Bias in AI

In-Ear Insights: How to Identify and Mitigate Bias in AI

In this episode of In-Ear Insights, the Trust Insights podcast, Katie and Chris tackle an issue of bias in AI, including identifying it, coming up with strategies to mitigate it, and proactively guarding against it. See a real-world example of how generative AI completely cut Katie out of an episode summary of the podcast and […]

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DATA ANALYSIS WITH AI

Data Analysis with AI

This data was originally featured in the January 15th, 2025 newsletter found here: INBOX INSIGHTS, January 15, 2025: Considerations for Local AI, Data Analysis with AI In this week’s Data Diaries, let’s continue our theme of analyzing data with generative AI. There are three major considerations when it comes to whether generative AI is a […]

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