ChatGPT pioneer Diogo Almeida launches Jev, a fast new AI model designed to make instant software decisions without typing text.
Computer scientist Diogo Almeida, a key researcher who helped build the underlying technology behind ChatGPT, has introduced a new AI model designed specifically to handle complex computer logic and instant decision making.
Created by his technology startup TypeSafe AI, the new software tool named Jev, is built to run inside software applications rather than talk directly to humans through conversational chat boxes.
Instead of generating long paragraphs, essays, or code text like traditional chatbots, Jev acts like an instant digital brain inside software systems, evaluating data and making rapid choices to help business computer applications run automatically.
The official product launch and technical details were announced by TypeSafe AI from San Francisco, California, on Tuesday, September 15, 2026, and reported across major technology news outlets on Wednesday, September 16.
Available immediately for early technical access, the new tool introduces what researchers call a System One decision model.
This design mirrors human gut instincts by making split second categorizations, routing digital requests, and sorting information up to 200 times faster and at a fraction of the operating cost of standard large language models.
The primary reason TypeSafe AI developed Jev is that traditional artificial intelligence models waste immense amounts of computing power and electrical energy generating extra words when businesses simply need simple, accurate decisions.
When a company uses smart software to route customer service tickets, check financial transactions for fraud, or sort online computer files, standard chat tools take extra seconds to write out human sentences word by word.
By eliminating text creation, Jev returns direct mathematical answers and confidence scores, allowing software developers to build faster, cheaper, and more reliable automated systems.
Explaining how the new software tool helps computers process logic tasks efficiently, TypeSafe AI Founder and Chief Executive Officer Diogo Almeida stated that “think of Jev as a frontier model that trades off text generation for speed, cost, and reliability”.
Detailing why traditional computer models slow down workplace automation by focusing too heavily on conversation, Diogo Almeida noted that “models have been superhuman at chat for years, so where is all the automation?”, explaining that past tools spent too much energy acting like human speakers rather than processing pure software instructions.
Highlighting how removing text generation allows computer programs to run seamlessly inside existing business software, technology researchers analyzing the launch stated that “Jev skips token generation entirely,” adding that “by focusing strictly on typed choices and scoring, it gives developers a much faster engine for behind the scenes decision logic”.
By creating a specialized tool focused purely on computer decisions, Diogo Almeida and TypeSafe AI are guiding artificial intelligence toward practical, everyday utility.
Stripping away unnecessary text allows businesses to run smart, reliable software faster and far more affordably for users worldwide.
About the Author
Jennifer Sakmufuwo Baba is a tech analyst, senior staff, and writer covering artificial intelligence, cybersecurity , and emerging technologies at TechRegard. Based in Nigeria, she's passionate about translating complex tech developments into compelling, accessible stories for diverse audiences. Her work focuses on how technology shapes innovation across Africa and globally.
