TRUST AI OR HUMANS BINARY BUSINESS EP BB-13 скачать в хорошем качестве

TRUST AI OR HUMANS BINARY BUSINESS EP BB-13

Send a text (https://www.buzzsprout.com/twilio/tex...) Trust AI Outputs or Require Human Review? Binary Business - BB-13 A hospital put a human review layer on every AI-generated patient summary. Six weeks later, reviewers were approving 97% without changes. One told me, "I stopped reading them after day three." That's not human oversight. That's a screensaver with a pulse. In this episode, I break down when to trust AI outputs and when to require human review, including a four-rung "Trust Ladder" framework that tells you exactly how to scale oversight as AI performance improves. What You'll Learn: • Why humans are terrible reviewers of AI output (and the 4% error rate that ends careers) • The editor getting paid $85/hour to change 11 words per article — "That's not quality control. That's an expensive ego edit." • How an AI-generated contract clause got discovered during a deposition (the worst time to find out your AI made up law) • Happy birthday, Karen — your compliance report is late because we were reviewing your cake emoji • The senior manager who held proposals 48 hours so his "fingerprints" were on everything • The Trust Ladder: Full review → Sampled → Exception → Audit (and how to define the criteria for climbing) 🎯 Download the free Binary Decision Scorecard: https://entrenovaai.com/scorecard 👍 Like this video and subscribe for more signal, no noise. Timestamps: 0:20 - Context: The Trust Question Nobody Wants to Answer 2:30 - Binary 1: Trust AI Outputs 5:15 - Binary 0: Require Human Review 7:45 - ABCD Breakdown 8:00 - Audience: Segment by Error Tolerance 10:15 - Build: Confidence Scoring and Exception-Based Review 12:30 - Convert: When Review Becomes a Power Position 14:30 - Deliver: The Trust Ladder Framework 16:30 - The Call: Catching Errors or Catching Feelings? About William Guidry: Will Guidry is CEO and Founder of EntreNova AI, a Houston-based Microsoft Cloud Solutions Partner. He helps operators build review architectures that match risk instead of defaulting to oversight theater, using the Binary Decision Scorecard framework. Previous Episode: BB-12 - Change Culture or Change Tools First? Next Episode: BB-14 - Optimize Individuals or Optimize Teams? Binary Business is a business decision podcast for operators navigating AI. Each 10-15 minute episode breaks one AI decision into a clear binary choice using the ABCD framework: Audience, Build, Convert, Deliver. 100 Episodes. 4 Seasons. One System. Season 1 (Jan-Mar): Who AI decisions are for Season 2 (Apr-Jun): How systems break when AI scales Season 3 (Jul-Sep): Where AI moves money Season 4 (Oct-Dec): How to execute AI decisions New episodes drop every Tuesday & Thursday. This isn't a podcast about AI hype. It's a framework for making high-stakes decisions in a world where AI is changing the rules. Subscribe to follow the full arc. By Episode 100, you'll have a portable decision system that works for any business challenge. 🎯 Free Resource: Binary Decision Scorecard https://go.binarybusiness.tech/gzkqjw... 💼 Work with Will: https://app.usemotion.com/meet/willgu... 🔗 LinkedIn:   / williamguidry   Binary Business. All signal. No noise.