
Reflect w/ Ed Fassio
Welcome to "Reflect" with Ed Fassio. Get ready to experience one of the world's first 100% digitally generated podcasts where we take a step back, dive deep, and strive to learn new things. Join us as we unpack thought-provoking ideas, personal reflections, and inspiring stories to help you stay in the know. Reflect is brought to you by the minds at ByteBrain and powered by emerging technologies from Google, HeyGen, OpenAI and ElevenLabs. Thanks for tuning in. Now, relax and prepare to reflect...
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The content presented in this podcast/video may include AI-generated materials that are intended to demonstrate the evolving capabilities of technologies like artificial intelligence. While we strive for accuracy, it’s important to note that AI-generated content may not always be 100% accurate or comprehensive. We strongly encourage viewers and listeners to conduct their own research and consult trusted sources to validate the information presented here.
This podcast/video is designed to showcase the advanced concepts of AI and related technologies, and any curated content or digitally generated materials should be viewed as part of that demonstration. Always rely on your own discretion when applying or sharing this information.
Reflect w/ Ed Fassio
Can Fairness Be Ugly? The Bias Paradox: Why “Fair AI” Falls Short | a Reflect Podcast by Ed Fassio
We’ve been taught that fairness is beautiful. Clean. Uplifting. But what if real fairness doesn’t look like that at all? What if it’s messy—uncomfortable—maybe even a little ugly? And how should we engineer this into our future systems? Can an AI-driven world even handle it?
In this episode, Ed Fassio explores the uneasy truth behind our obsession with “unbiased systems,” and asks why we flinch when fairness stops feeling good. From over-sanitized AI models to the hollow theater of ethical compliance, we examine how truth often gets lost in our need to keep things polished. Along the way, we confront the spiritual discomfort of real discernment—and why the raw version of justice might be the only one worth trusting.
Because sometimes, what feels ugly… is what’s finally honest.
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