Stop Writing Code To Clean Up After Your AI

Join the Clarity open source harness waitlist: https://heyclarity.dev/ Build AI that actually works: https://heyclarity.dev/ Self Aligned Newsletter: https://www.selfaligned.me/ A new model just came out of stealth claiming 440x cheaper and 193x faster than OpenAI and Anthropic for structured decisions, with output tokens priced at zero. The win isn’t a smarter model, it’s that it never writes words, so there’s nothing for your code to parse and nothing to hallucinate. I sat down with my co-founder Jonathan on Type Safe’s new system one model, and why most AI calls inside your software never needed to write words in the first place. Jonathan’s hands-on test with early access, why open weight models just hit 78% of token volume on Vercel, what Cursor teaches you about building a moat against the frontier labs, and why you should not use this model for compaction. If you’re an AI builder or a tech exec who is still writing code to parse, check and clean up what your model spits out, you need to watch this. Timestamps: 00:00 440x cheaper, 193x faster 00:29 The agenda 02:23 Garry Tan: become a domain specific harness 03:34 Where our moat actually is 09:03 How Cursor beat the frontier labs 15:45 Data vs models: where AI progress came from 16:52 Open weight models hit 78% of token volume 21:14 AI memes: Michael Levin vs trillions of dollars 23:01 Recursive self-improvement vs embodied cognition 28:28 What’s the meta: Type Safe’s system one model 32:09 Free output tokens and 200x speed 37:35 Jonathan’s early access test 45:11 10,000 API calls: the order of choices matters 50:16 Cookbooks: moderation, batching, auto research 1:00:27 Don’t use it for hiring decisions 1:03:51 Why it fails at compaction 1:07:38 Wrap up Follow Robert: Instagram ► https://www.instagram.com/therobertta TikTok ► https://www.tiktok.com/@therobertta_ LinkedIn ► https://www.linkedin.com/in/therobertta X ► https://x.com/therobertta_ Substack ► https://robertta.substack.com/ Follow Jonathan: LinkedIn ► https://www.linkedin.com/in/jmccoy/