A Silicon Valley startup that was only registered as a corporation 2 months ago may have made a huge breakthrough. Cognition AI is reported to have developed an AI platform with the capabilities to reason.
The platform named Devin, is a system that goes beyond auto prediction. According to a report by Bloomberg, a reasoning AI platform has the capability to rationally think its way around problems.
Devin is a super-powered software development assistant, way more advanced than tools like Copilot from GitHub, Microsoft, and OpenAI. Copilot helps with coding by suggesting and completing parts, but Devin is in a whole other league. It can build entire software projects by itself!
Imagine you tell Devin, “Hey, create a website that shows all the Italian restaurants in Sydney.” Devin would then spring into action:
Restaurant Research: It would search the web to find these restaurants.
Data Gathering: Devin would grab all the details – addresses, phone numbers, the works!
Website Construction: Based on the info, Devin would build a whole website showcasing these restaurants.
Self-Publishing: And guess what? Devin would even publish the website itself!
While working its magic, Devin is super transparent. It shows you each step it takes, and if it runs into any glitches in the code, it can fix them on its own! This appears to be super impressive.
Ultimately, it may put the jobs of many coders around the world on the line. Most current AI systems have trouble staying coherent and on task during these types of long jobs. Bloomberg reports that Devin is able to handle hundreds and even thousands of tasks with focus.
Devin Is A “Teammate”
However, the company sees Devin as an assistant to programmers. It calls it a “teammate” that allows developers to focus on other tasks. On its website, the company writes, “With Devin, engineers can focus on more interesting problems and engineering teams can strive for more ambitious goal.”
READ: How AI Makes Your Better at Your Job and the Jobs it won’t Replace
Devin can build and deploy apps end to end. Like a human developer, it can find and fix bugs in codebases. Cognition AI claims, Devin is able to fine tune a large language model with only a link to a research repository on GitHub. Additionally, with only a link to a GitHub, it can address bugs and feature requests in open source repository.
Currently, Devin successfully fixes a whopping 13.86% of problems entirely on its own, crushing the previous best of 1.96%. This is based on the startups own reporting. Even with a head start (knowing which files to change), other AI models only manage 4.80%.
Cognition AI Founders and Funders
The founders of Cognition AI are Scott Wu, its chief executive officer; Steven Hao, the chief technology officer; and Walden Yan, the chief product officer. The team is made up of 10 members. The members are all sport coders, programmers who compete in coding tournaments.
Scott Wu states that, “Teaching AI to be a programmer is actually a very deep algorithmic problem that requires the system to make complex decisions and look a few steps into the future to decide what route it should pick,” he says. “It’s almost like this game that we’ve all been playing in our minds for years, and now there’s this chance to code it into an AI system.”
The start up is backed by investors of the ilk of Peter Thiel. Famously, Thiel was Facebook’s first outside investor. He is a founding partner of Founders Fund, a venture capital firm and a PayPal founder. Admittedly, he knows a game changer when he sees one.
So far, Cognition AI has raised $21 million from Founders Fund and other brand-name investors, including former Twitter executive Elad Gil. Other industry names backing the project are Patrick and John Collison, Sarah Guo, Chris Re, Eric Glyman, Karim Atiyeh, Erik Bernhardsson, Tony Xu and Fred Ehrsam.
