{"podcast":{"title":"Around with Randall","slug":"around-with-randall-2161516","podcast_index_feed_id":2161516,"rss_url":"https://beige-raccoon-y4hy.squarespace.com/podcast?format=RSS","website_url":"https://www.hallettphilanthropy.com/podcast/","image_url":"https://images.squarespace-cdn.com/content/v1/5f8c7bec9082672fe4a20d27/1605567915487-JOK3P5OY5VMC3IWN5L5X/Your+Pracical+Fundraising+Podcast+%281%29.png?format=1500w","author":"Randall Hallett","episode_count":299,"summary":"Listen to the weekly podcast “Around with Randall” as he discusses, in just a few minutes, a topic surrounding non-profit philanthropy. Included each week are tactical suggestions listeners can use immediately to make their non-profit, and their job activities, more effective. Email Randall with a topic for a show: podcast@hallettphilanthropy.com Email Randall with a thought regarding specific a show: reeks@hallettphilanthropy.com","last_synced_at":"2026-07-07T20:18:29.119211+00:00","page_url":"https://stenobird.com/podcast/around-with-randall-2161516"},"episode":{"title":"Episode 286: The Use of Data and Removing Bias - Known and Unknown","slug":"episode-286-the-use-of-data-and-removing-bias-known-and-unknown","published_at":"2026-06-23T09:00:00+00:00","page_url":"https://stenobird.com/podcast/around-with-randall-2161516/episode-286-the-use-of-data-and-removing-bias-known-and-unknown","show_page_url":"https://stenobird.com/podcast/around-with-randall-2161516","url":"https://www.hallettphilanthropy.com/podcast/episode-286-the-use-of-data-and-removing-bias-known-and-unknown","audio_url":"https://static1.squarespace.com/static/5f8c7bec9082672fe4a20d27/t/6a36f61d639eca453a428ebf/1781986848473/Eposide+286+-+The+Use+of+Data+-+And+Removing+Bias+%28known+and+unknown%29+%28audio%29+%28June+_26%29.mp3","summary":"Artificial intelligence and predictive analytics are transforming fundraising, but better technology does not automatically create better decisions. Let’s look at how bias, incomplete records, flawed assumptions, and overreliance on data models can lead organizations to overlook promising donors and opportunities. Fundraisers need to think critically about the information feeding their systems. Data should inform decisions, not replace human judgment, relationships and thoughtful strategy.","meta_description":"Artificial intelligence and predictive analytics are transforming fundraising, but better technology does not automatically create better decisions. Let’s…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1561,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/around-with-randall-2161516/episodes/episode-286-the-use-of-data-and-removing-bias-known-and-unknown/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/around-with-randall-2161516/episode-286-the-use-of-data-and-removing-bias-known-and-unknown.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}