Independent. Not affiliated with TypeSafe AI, the maker of Jev. Disclosures

The Decision Layer podcast

Jev, in plain English. Short episodes, every source linked.

Each episode pairs with a blog post: what TypeSafe’s decision model is good at, where it breaks, and how support teams and insurance agencies can put it to work. Independent and not affiliated with TypeSafe AI.

Podcast feed Apple Podcasts after episode 1 Spotify after episode 1

Season one, in production

Scripts and show notes are up; audio coming soon
  1. Episode 5 · 7 minText written to fool itWhat a planted sentence in a claim can and can’t do to Jev’s answer, and how to build a fast track for small glass claims so it doesn’t matter.Script ready · audio soon
  2. Episode 4 · 7 minJev, its clones and your inboxWhat’s likely inside Jev, how it compares with a chatbot, a classifier you train yourself and the new look-alikes, shown on a made-up email to an insurance agency.Script ready · audio soon
  3. Episode 3 · 7 minA function call for underwritersWhat Jev’s founder means by “unstructured state in, typed probabilistic decisions out,” shown on a made-up contractor submission at an insurance agency.Script ready · audio soon
  4. Episode 2 · 7 minLabels, not essays: Jev on the claims deskFortune’s look at why developers took to Jev, and what that means for sorting first notice of loss reports: four small questions, plain routing rules, and a person on every payout.Script ready · audio soon
  5. Episode 1 · 8 minWhat Jev is, and what it isn’tThe new AI model that never writes a word: what it hands back, why developers are excited, and the five things TypeSafe itself says it is bad at.Script ready · audio soon

Show notes with sources

Every episode lists its sources, graded the same way as the blog, and links to the matching post.

A script you can read

The full script sits on each episode page, so you can skim instead of listen, and search finds it.

No paid guests

Nobody buys a spot. Any business tie a guest has is said at the top of the episode.