Latest Articles
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Laya
Laya is the first open model from Convai Innovations, a small AI company in Kasaragod, Kerala, India. It landed on Hugging Face on September 18, 2026, three days after TypeSafe AI opened early access to Jev. It does the same strange thing Jev does: it cannot write a single sentence.…
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System One’s Innovation
“System One” is TypeSafe‘s name for the model class, and it’s borrowed from psychology: the phrase comes from Daniel Kahneman’s Thinking, Fast and Slow. System 1 is the quick, automatic judgment you make before you finish reading a sentence; System 2 is slow, careful working-out. TypeSafe’s founding argument is that…
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Jev
Jev is the first model from TypeSafe AI, a San Francisco lab that came out of stealth on September 15, 2026 with $40M in seed funding. It is the most talked-about AI launch of the month, and it does something strange: it cannot write a single sentence. Most frontier labs…
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Assumption Is a Killer for AI Governance
AI governance rarely fails at the decision. It fails at the assumption underneath it, the thing everyone believed and nobody checked. The good news: good AI governance is a disciplined way of hunting those assumptions down before your AI does. Here’s an uncomfortable way to start. Most AI governance doesn’t…
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Is a Picture Worth a Thousand Tokens?
Text and images don’t cost the same to feed into an AI. They behave very differently on the way in versus the way out. Here’s how token consumption really works, with the maths, so you can choose the cheaper option on purpose. Every time you send something to an AI…