![]() It may cost over $100 million to build a production-quality tool capable of synthesizing code reliably, and nobody has tried that quite yet. We made some progress towards better models for code, but the problem is very engineering intensive. ![]() The largest issue is that state-of-the-art models don’t understand the structure of code, such as non-local context. As of late 2022, Copilot shows a lot of promise but still has a long way to go. You can see this in Github Copilot, which is built by Github in collaboration with Open AI. We built the most-advanced AI for helping developers at the time, but it fell short of the 10× improvement required to break through because the state of the art for ML on code is not good enough. While we built next-generation experiences for developers, our business failed in two important ways.įirst, we failed to deliver our vision of AI-assisted programming because we were 10+ years too early to market, i.e. Thank you to everyone who used our product, and thank you to our team members and investors who made this journey possible. ![]() We have stopped working on Kite, and are no longer supporting the Kite software. From 2014 to 2021, Kite was a startup using AI to help developers write code. ![]()
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