DeepMind co-founder Mustafa Suleyman, who recently left his role as vice president of AI product management and AI policy at Google, also co-founded machine learning startup Inflection. HAVE. Suleyman has already hired several of his former colleagues.
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Artificial intelligence gurus are leaving high-level positions at companies like Google, Meta, OpenAI and DeepMind and joining a new generation of start-ups that want to take AI to the next level, according to people familiar with the concept. LinkedIn topic and analysis.
Four of the best-funded new AI startups — Inflection, Cohere, Adept, and Anthropic — recently hired dozens of AI scientists with Big Tech backgrounds.
Their hiring efforts are fueled by venture capitalists and billionaires eager to cash in on their success. Collectively, these companies have raised over $1 billion and are using these vast war chests to poach talented people who are receiving high salaries from their former employers.
Startups build their products and services with a relatively new “architecture,” which is a set of rules and methods used to describe the functionality, organization, and implementation of an IT system.
The new architecture – developed by a team of Google employees in 2017 and now available to everyone – is known as “Transformer”.
The Transformer allows AI systems to be scaled in ways that have never been considered before, which means it is possible to make them much more powerful and capable.
“When you started developing these models, the capabilities grew in a way that I don’t think anyone predicted,” Cohere CEO Aidan Gomez told CNBC. “It was like a total shock.”
OpenAI’s GPT-3 and Dalle-E, Google’s Bert, and DeepMind’s AlphaFold and AlphaStar are all examples of breakthrough transformer-based AI systems.
Launched in March, Inflection AI has already raised more than $225 million despite having less than 10 employees, according to LinkedIn.
Based in California, the company’s goal is to develop AI software products that facilitate communication between humans and computers.
It is led by DeepMind co-founder Mustafa Suleyman, who recently left his role as vice president of AI product management and AI policy at Google. LinkedIn billionaire Reid Hoffman and former DeepMind researcher Karen Simonyan are the other co-founders.
Suleyman has already hired several of his former colleagues.
Former DeepMinder Heinrich Kuttler left his post as director of research engineering at Meta AI in London in March to become a member of the founding team of Inflection, working on the technical side of the business, according to his page. LinkedIn. Elsewhere, Joe Fenton left his position as senior product manager at Google in February as well to join the founding team of Inflection, working on the product side of the business.
More recently, Rewon Child, a former Google Brain and OpenAI researcher, joined Inflection as a technical staff member. Inflection also hired Maarten Bosma, who was previously a research engineer at Google.
Meta and Google did not respond to a CNBC request for comment.
One of Inflection’s best-known investors is Greylock Partners, a renowned Silicon Valley venture capital firm that made early bets on Facebook (now Meta) and Airbnb. Hoffman and Suleyman are partners in the firm.
On a call with CNBC in March, Suleyman said, “If you think about the history of computing, we’ve always tried to reduce the complexity of our ideas in order to communicate them to a machine.”
He added: “Even when we write a search query, we simplify, reduce or write in shorthand so that the search engine can understand what we want.”
When humans want to control a computer, they must learn a programming language in order to provide instructions, he added, or use a mouse to navigate and interact with on-screen elements. “All of these allow us to simplify our ideas and reduce their complexity and in some ways their creativity and uniqueness so that a machine can do something,” Suleyman said.
The British entrepreneur has claimed that a new suite of technologies that Inflection will aim to develop will eventually allow anyone to talk to a computer in plain language. It is unclear at this stage to whom Inflection will sell its products, at what price and when.
Inflection competes for talent with Cohere, which was founded in Toronto in 2019 by Aidan Gomez, Ivan Zhang and Nick Frosst.
Cohere, which has raised around $170 million from Index Ventures and Tiger Global, wants to create an interface that allows software developers to use complex AI technology on their apps.
This AI technology, known as natural language processing, or NLP, should allow developers to deploy new features and services in their software products.
“We want to make this toolkit accessible to all developers,” CEO Gomez told CNBC on a call.
AI luminaries and DeepMind alumni Ed Grefenstette and Phil Blunsom are among the latest AI scientists to join Cohere, with the pair announcing last month that they had joined the company.
Grefenstette is Cohere’s head of machine learning and Blunsom is the company’s chief scientist.
They will also be responsible for helping set up a new Cohere office in London, which has become a hotbed of AI talent over the past decade. Indeed, DeepMind now employs more than a thousand people in the city, many with PhDs.
They will likely be able to spot promising potential recruits at two of the UK’s leading universities. Grefenstette is an honorary professor at UCL, while Blunsom is a professor at Oxford.
Another company making waves is Anthropic, which is led by former OpenAI Research VP Dario Amodei.
Anthropic describes itself as an AI research and security company. He says he wants to build “reliable, interpretable and steerable AI systems.”
Amodei started the company with the help of several other former OpenAI employees, including Jack Clark, Tom Brown, Sam McCandlish, and his sister Daniela Amodei.
It launched in 2021 and announced that it had secured $124 million from a cohort of investors including Skype co-founder Jaan Tallinn and former Google CEO Eric Schmidt.
In April, the company announced that it had raised an additional $580 million and, according to LinkedIn, it now has 41 employees.
Adept AI Labs is another AI startup that was created by machine learning heavyweights.
Co-founders include CEO David Luan (previously director of Google Research and vice president of engineering at OpenAI), Niki Parmar (formerly researcher at Google Brain), and Ashish Vaswani (also researcher at Google Brain).
The San Francisco-based company, which is just a few months old and has raised $65 million, is on a mission to develop general intelligence that enables humans to work together creatively.
He wants to create a sort of AI assistant that workers can collaborate with to solve almost anything together. If this tool will initially focus on productivity, the firm hopes that everyone will be able to use its AI technology in the medium term.