Reflect w/ Ed Fassio

The Algorithm Decided. Nobody's Responsible. That's Not an Accident.

10 min · 19. kesä 2026
jakson The Algorithm Decided. Nobody's Responsible. That's Not an Accident. kansikuva

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Reflect w/ Ed Fassio — where AI tells the stories that matter. Robert Williams was arrested in Detroit — handcuffed in front of his daughters — because a facial recognition AI misidentified him. 900 UK Post Office managers were prosecuted over 14 years because a faulty software system generated false shortfalls. 50,000 patients were denied extra care because a health algorithm used cost as a proxy for need. Three different systems. Three different kinds of harm. And in every single case — nobody was held accountable. This isn't bad luck. It's a structural problem with three layers: the liability gap, the transparency gap, and the audit gap. Julius and Hale break down how accountability dissolves — and what an accountability map actually looks like before you need one. Your Move: Run five questions on your most critical AI deployment right now. What decisions does it influence? Worst plausible outcome? Named human accountable? Escalation path? Contestability mechanism? Count your yes answers. That number is your governance score. — Reflect w/ Ed Fassio | reflectpodcast.com Send us Fan Mail [https://www.buzzsprout.com/2414886/fan_mail/new] Support the show [https://www.buzzsprout.com/2414886/support] LISTEN TO MORE EPISODES: https://www.reflectpodcast.com [https://www.reflectpodcast.com]

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jakson The Algorithm Decided. Nobody's Responsible. That's Not an Accident. kansikuva

The Algorithm Decided. Nobody's Responsible. That's Not an Accident.

Reflect w/ Ed Fassio — where AI tells the stories that matter. Robert Williams was arrested in Detroit — handcuffed in front of his daughters — because a facial recognition AI misidentified him. 900 UK Post Office managers were prosecuted over 14 years because a faulty software system generated false shortfalls. 50,000 patients were denied extra care because a health algorithm used cost as a proxy for need. Three different systems. Three different kinds of harm. And in every single case — nobody was held accountable. This isn't bad luck. It's a structural problem with three layers: the liability gap, the transparency gap, and the audit gap. Julius and Hale break down how accountability dissolves — and what an accountability map actually looks like before you need one. Your Move: Run five questions on your most critical AI deployment right now. What decisions does it influence? Worst plausible outcome? Named human accountable? Escalation path? Contestability mechanism? Count your yes answers. That number is your governance score. — Reflect w/ Ed Fassio | reflectpodcast.com Send us Fan Mail [https://www.buzzsprout.com/2414886/fan_mail/new] Support the show [https://www.buzzsprout.com/2414886/support] LISTEN TO MORE EPISODES: https://www.reflectpodcast.com [https://www.reflectpodcast.com]

19. kesä 202610 min
jakson AI Won't Hate Us. It Just Won't Care. That's the Problem. kansikuva

AI Won't Hate Us. It Just Won't Care. That's the Problem.

Reflect w/ Ed Fassio — where AI tells the stories that matter. Aza Raskin — the man who invented infinite scroll and spent a decade warning us about what he built — says AI will treat humanity the same way humanity treats nature. Not with malice. With indifference. If we're useful, we get used. If we're in the way of the optimization, we become friction. This is the first episode of a four-part arc: The Governance Question. Julius and Hale unpack why the risk isn't a rogue AI — it's optimization without conscience. The Amazon hiring algorithm that learned to discriminate. The social media recommendation engine that learned that outrage drives engagement. The pattern that shows up everywhere once you know to look for it. Governance isn't a bureaucratic checkbox. It's how humanity stays present in its own future. Your Move: Map your high-stakes AI touchpoints. For each one, ask — who's accountable if this goes wrong? If the answer isn't a specific human being with a specific role, that's your starting point. — Reflect w/ Ed Fassio | reflectpodcast.com Send us Fan Mail [https://www.buzzsprout.com/2414886/fan_mail/new] Support the show [https://www.buzzsprout.com/2414886/support] LISTEN TO MORE EPISODES: https://www.reflectpodcast.com [https://www.reflectpodcast.com]

17. kesä 20269 min
jakson Ghost GDP: The Economy Is Growing. You Just Can't Feel It. kansikuva

Ghost GDP: The Economy Is Growing. You Just Can't Feel It.

Reflect w/ Ed Fassio — where AI tells the stories that matter. Nicole James built Snapchat's content team. Held senior creative roles for 15 years without a gap. In 2023 her company pivoted to AI and laid off half the staff. As of this year she's working retail. "I just fell off a cliff and I don't have a flashlight." In February 2026, a single Citrini Research blog post sent the Dow down 800 points in one day. It introduced the concept of Ghost GDP — economic output generated by AI that benefits the owners of compute power but never circulates through the human consumer economy. Jack Dorsey cut 40% of Block's workforce the same week. Block's stock went up 14%. The market rewarded it. The workers lost their jobs. The GDP number kept rising. Julius and Hale break down what Ghost GDP actually means, why the traditional economic counterarguments may be missing the speed of this transition, and what it looks like to fall off the cliff from the inside. Your Move: The GDP number doesn't tell you what you need to know anymore. Watch wage growth by income quartile. And if you know someone in the fall — don't tell them the economy is fine. The data says fine. Their life doesn't. — Reflect w/ Ed Fassio | reflectpodcast.com Send us Fan Mail [https://www.buzzsprout.com/2414886/fan_mail/new] Support the show [https://www.buzzsprout.com/2414886/support] LISTEN TO MORE EPISODES: https://www.reflectpodcast.com [https://www.reflectpodcast.com]

14. kesä 20269 min
jakson Claude Is Writing Claude. And That Should Terrify You a Little. kansikuva

Claude Is Writing Claude. And That Should Terrify You a Little.

Reflect w/ Ed Fassio — where AI tells the stories that matter. Anthropic just published internal data that changes the conversation. As of May 2026, more than 80% of the code merged into Anthropic's own codebase was written by Claude. Engineers are shipping 8 times as much code per day as they were in 2024. One Anthropic employee hasn't written a single line of code himself in five months. The person building the AI. The Anthropic Institute is calling this the early stages of recursive self-improvement — an AI system actively accelerating the development of its own successor. The task duration that AI can reliably handle has been doubling every four months. Tasks taking days could come into range this year. Tasks taking weeks by 2027. Julius and Hale break down what the data actually says, what the governance gap looks like when review scales linearly and output scales exponentially, and why the company most focused on AI safety just handed the keys to the AI. Your Move: The 80% number isn't a projection. It's happening now. Build the review infrastructure before you build the generation infrastructure. — Reflect w/ Ed Fassio | reflectpodcast.com Send us Fan Mail [https://www.buzzsprout.com/2414886/fan_mail/new] Support the show [https://www.buzzsprout.com/2414886/support] LISTEN TO MORE EPISODES: https://www.reflectpodcast.com [https://www.reflectpodcast.com]

12. kesä 20269 min
jakson The Machine Pulled the Trigger. Nobody Asked. kansikuva

The Machine Pulled the Trigger. Nobody Asked.

Reflect w/ Ed Fassio — where AI tells the stories that matter. VICE News sent Shane Smith to African Lion 2026 in Morocco — one of the largest U.S. military exercises on the planet. What he found: AI-powered autonomous weapons systems with lethal capacity already operational. A U.S. Army lieutenant was asked on camera: "Do we have to have a human in the loop when it comes to pulling the trigger?" He didn't say yes. The Pentagon's autonomous drone budget has grown from $226 million to over a billion dollars in under two years. Fiber optic FPV drones, AI targeting turrets, self-organizing swarm systems. Julius and Hale dig into what's actually deployed, why international humanitarian law wasn't written for this, and why the proliferation timeline matters more than the hardware. The age of autonomous warfare isn't coming. It arrived in Morocco while most people were watching the NBA playoffs. Your Move: The autonomous weapons governance conversation is in its last window. The technology demonstrated at African Lion 2026 will be in smaller, less stable hands faster than you think. Pay attention. — Reflect w/ Ed Fassio | reflectpodcast.com Send us Fan Mail [https://www.buzzsprout.com/2414886/fan_mail/new] Support the show [https://www.buzzsprout.com/2414886/support] LISTEN TO MORE EPISODES: https://www.reflectpodcast.com [https://www.reflectpodcast.com]

10. kesä 202610 min