Jev 101: System One Model
Hosted by Ranbeer Makin

LLMs write. Jev decides. A new kind of AI model is here, and it is built for the thousands of small decisions inside your software.
Join a free 45-minute live session to understand what System One models are, how they differ from the LLMs you already use, and when to pick which.
What you'll learn
- The new software stack
- System One vs System Two models
- LLM vs Jev - what to use when
- Jev use cases
- Jev examples with a code and no-code walkthrough
- Other System One models
Why this topic matters
Most AI steps in real products are not writing tasks. They are quick decisions - which team gets this ticket, is this action safe, does this message contain personal data. Jev, the first System One model from TypeSafe AI, makes these decisions with typed answers and confidence scores, faster and cheaper than an LLM.
In this session, I will talk about LLMs, Jev, and how they differ, with examples and a live walkthrough of code and no-code solutions.
No prior AI or coding experience needed. This is a 101-level session.
Who this is for
- Developers who want faster, cheaper decisions in their apps
- PMs who want to know where this fits in their product
- Entrepreneurs looking for practical AI use cases
- Leaders who want to understand what is new in AI
You'll learn from
Ranbeer Makin - AI Educator with 19+ years of experience in software engineering.
I teach AI to semi-tech and non-tech professionals. My goal is foundation first, followed by techniques and hands-on approaches with no-code examples.
I run Approachable - a live AI study group platform for learners who want to go from AI curious to AI capable.
Session details
- Date: Thursday, October 15, 2026
- Time: 7:00 PM IST / 9:30 AM EST
- Duration: 45 minutes
- Where: Live on Teams, recording available later
- Price: Free