The Trades Won. Your Degree Didn't. And the Data's Been There All Along.

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]

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]

The Trades Won. Your Degree Didn't. And the Data's Been There All Along.

Reflect w/ Ed Fassio — where AI tells the stories that matter. Skilled trades wages jumped 30% since 2022. Ford and AT&T are actively recruiting electricians, HVAC techs, and plumbers while white-collar entry-level hiring quietly softens. 63% of workers say AI is already making the workplace feel less human. And the AI data center buildout — the thing powering the tools disrupting office work — is creating an enormous demand for the physical workers who can build and maintain it. Julius and Hale tell the story of a generation that made a different bet. The kids who skipped the four-year degree, learned a trade, and are now watching 2026 deliver the verdict. It's not a simple "trades good, college bad" story. It's more complicated and more honest than that. The American Dream got narrowed to a single path for a generation. 2026 is widening it back out. And for the people who made the trade path work — that's worth owning. Your Move: Run the actual numbers on trades vs. degree paths in your region before running the cultural assumptions. If you're in enterprise leadership, build the trades shortage into your infrastructure timelines. And if you made the trade path — it's okay to feel like the bet paid off. — 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]

Microsoft Cancelled Its Own AI Tool. That Should Tell You Everything.

Reflect w/ Ed Fassio — where AI tells the stories that matter. Fortune put Microsoft on its June cover with a headline worth sitting with: "Microsoft lost its way in the AI race. Can Copilot get it back on course?" Internally, Microsoft cancelled Claude Code licenses across 5,000 of its own engineers — per-engineer costs hit $500 to $2,000 a month with no measurable productivity return. Hale and Julius dig into what happened and why it matters for every enterprise running a Copilot deployment right now. The lesson isn't about Claude Code specifically. It's about what happens when adoption without governance meets fiscal year-end: 79% of organizations report AI adoption challenges, 46% say initiatives haven't met expectations, and 95% of GenAI pilots fail to scale. The companies making AI work financially share one trait: they defined outcomes before rollout, not after the bill arrived. Your Move: Build the measurement framework before expanding the budget. Set cost ceilings. Review the math at 90 days, not 12 months. And ask your team one question — if the budget doubled next quarter, could we prove we'd double the return? — 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]

Sam Altman Said He Was Wrong. Here's Why That Should Worry You More.

Reflect w/ Ed Fassio — where AI tells the stories that matter. Eight days after filing OpenAI's IPO paperwork, Sam Altman publicly walked back his AI jobs apocalypse prediction. Dario Amodei did the same thing the same week. Meanwhile Uber burned its entire $3.4 billion AI budget in four months with nothing measurable to show for it. And NVIDIA's own VP said AI compute now costs more than the employees it was supposed to replace. Julius and Hale break down what's actually in the receipts: the Uber COO who can't draw a line between AI spending and output, the Microsoft cancellation that reveals the real cost of uncapped usage, and why the Altman reversal isn't the all-clear signal it looks like. The companies winning with AI right now aren't the ones who believed the hype the hardest. They're the ones who built governance tight enough to survive the reckoning. Your Move: Don't read the Altman reversal as an all-clear. Build the measurement framework before you expand the budget. And watch the product roadmap — not the narrative. — 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]