It’s a philosophy that’s not dissimilar to Adept’s, which aims to build AI that can automate any software process. “Moreover, training on code helps models learn to reason better training without code seems to result in models that reason poorly.” “An agent that writes a SQL query to pull information out of a table is much more likely to satisfy a user request than an agent that tries to assemble that same information without using any code,” the company wrote. In the blog post, the company makes the case that code can improve reasoning and is one of the more effective ways for models to take actions on a machine. Imbue also believes that code is an important use case beyond enabling its team to build AI apps at scale. ![]() It involves the ability to deal with uncertainty, to know when to change our approach, to ask questions and gather new information, to play out scenarios and make decisions, to make and discard hypotheses and generally to deal with the complicated, hard-to-predict nature of the real world.” “Robust reasoning is necessary for effective action. “We believe reasoning is the primary blocker to effective AI agents,” Imbue wrote in the blog post. But what sets Imbue’s apart are their ability to “robustly reason,” the company claims. Rather than unleash AI on 3D worlds, Imbue says that it’s developing models it finds “internally useful” to start, including models that can code (à la GitHub Copilot and Amazon CodeWhisperer). The company’s approach seems to have shifted somewhat since then. Its plan, as presented to TechCrunch back then, was to turn “fundamentals” into an array of tasks to be solved, and to design different AI models and test their ability to learn to solve these tasks in complex 3D worlds built by the Imbue team. Imbue launched out of stealth last October with an ambitious goal: to research the fundamentals of human intelligence that machines currently lack. “Our goal remains the same: to build practical AI agents that can accomplish larger goals and safely work for us in the real world.” “This latest funding will accelerate our development of AI systems that can reason and code, so they can help us accomplish larger goals in the world,” Imbue wrote in a blog post published this morning. ![]() It’s only slightly behind AI21 Labs ($283 million), the Tel Aviv-based firm developing a range of text-generating AI tools, as well as generative AI vendors like Cohere ($445 million) and Adept ($415 million). The new tranche takes Imbue’s total raised to $220 million, placing it among the better-funded AI startups in recent months. ![]() Among those participating are the Astera Institute, Nvidia, Cruise CEO Kyle Vogt and Notion co-founder Simon Last. Imbue, the AI research lab formerly known as Generally Intelligent, has raised $200 million in a Series B funding round that values the company at over $1 billion.
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