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Microsoft CEO Satya Nadella speaks at the company’s Ignite Spotlight event in Seoul on Nov. 15, 2022. Nadella gave a keynote speech at an event hosted by the company’s Korean unit.

SeongJoon Cho | Bloomberg | Getty Images

Microsoft is rolling out an unorthodox pricing model for its new security chatbot that becomes available to the public on April 1.

As part of a swarm of generative artificial intelligence announcements last year, Microsoft introduced a preview last March of Copilot for Security,  which taps large language models to help cybersecurity professionals understand critical issues.

On Wednesday, Microsoft said it will use a consumption-based model, charging $4 per “security compute unit.” Andrew Conway, vice president of security marketing at Microsoft, said the types of prompts and summaries will vary dramatically in size, depending on the customer and type of workload.

“Customers can buy what they need, and that can easily be changed over time without friction,” Conway said in a statement.

Security is a significant business for Microsoft, accounting for more than $20 billion in revenue in 2022, making it larger than gaming or search advertising at the time. Gaming is now bigger with the acquisition late last year of Activision Blizzard.

Microsoft has broadly been working to add generative AI from OpenAI into Windows, Dynamics business applications and other products. Wall Street has been eager to see how Microsoft will be able to make money from AI after investing billions of dollars in OpenAI and AI-related data center equipment.

The pricing for Copilot for Security is designed to keep expenses low for organizations that experiment with the tool while scaling for power users. Microsoft considered input from early customers as well as the costs of tapping OpenAI’s LLMs that process users’ prompts, Vasu Jakkal, a corporate vice president at Microsoft, told CNBC.

Microsoft charges for use of its Azure OpenAI Service based on the number of tokens a client uses. Each token is equal to about four English characters.

It’s a much more convoluted pricing model than other Microsoft tools released of late, such as customer service and general productivity assistants. The Copilot for Microsoft 365 costs $30 per person per month for companies.

BP is an early customer of the new security service. Chip Calhoun, the company’s vice president of cyber defense, said in an email that, “Copilot has made us more efficient and helped us to find attack patterns that could easily be missed without specific use cases.”

Copilot for Security can answer questions by drawing on information from Microsoft’s own security products and third-party providers. It can explain security vulnerabilities, analyze scripts, answer questions about devices and summarize incidents.

Other security software companies dabbling in generative AI include CrowdStrike, which has a chatbot called Charlotte that costs $20 a year per device.

Cyberattacks are becoming a bigger threat by the day. Microsoft said in January that a Russian intelligence group had accessed some of its executives’ email accounts. Roku and UnitedHealth also said they were hit by attacks this year.

Microsoft CEO Satya Nadella said on the company’s most recent earnings call that the latest spate of cyberattacks “highlighted the urgent need for organizations to move even faster to protect themselves from cyberthreats.”

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Elon Musk’s Neuralink filed as ‘disadvantaged business’ before being valued at $9 billion

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Elon Musk's Neuralink filed as 'disadvantaged business' before being valued at  billion

Jonathan Raa | Nurphoto | Getty Images

Elon Musk’s health tech company Neuralink labeled itself a “small disadvantaged business” in a federal filing with the U.S. Small Business Administration, shortly before a financing round valued the company at $9 billion.

Neuralink is developing a brain-computer interface (BCI) system, with an initial aim to help people with severe paralysis regain some independence. BCI technology broadly can translate a person’s brain signals into commands that allow them to manipulate external technologies just by thinking.

Neuralink’s filing, dated April 24, would have reached the SBA at a time when Musk was leading the Trump administration’s Department of Government Efficiency. At DOGE, Musk worked to slash the size of federal agencies.

MuskWatch first reported on the details Neuralink’s April filing.

According to the SBA’s website, a designation of SDB means a company is at least 51% owned and controlled by one or more “disadvantaged” persons who must be “socially disadvantaged and economically disadvantaged.” An SDB designation can also help a business “gain preferential access to federal procurement opportunities,” the SBA website says. 

Musk, the world’s wealthiest person, is CEO of Tesla and SpaceX, in addition to his other businesses like artificial intelligence startup xAI and tunneling venture The Boring Company. In 2022, Musk led the $44 billion purchase of Twitter, which he later named X before merging it with xAI.

Jared Birchall, a Neuralink executive, was listed as the contact person on the filing from April. Birchall, who also manages Musk’s money as head of his family office, didn’t immediately respond to a request for comment.

Neuralink, which incorporated in Nevada, closed a $650 million funding round in early June at a $9 billion valuation. ARK Invest, Peter Thiel’s Founders Fund, Sequoia Capital and Thrive Capital were among the investors. Neuralink said the fresh capital would help the company bring its technology to more patients and develop new devices that “deepen the connection between biological and artificial intelligence.”

Under Musk’s leadership at DOGE, the initiative took aim at government agencies that emphasized diversity, equity and inclusion (DEI). In February, for example, DOGE and Musk boasted of nixing hundreds of millions of dollars worth of funding for the Department of Education that would have gone towards DEI-related training grants.

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Defense manufacturing startup Hadrian closes $260 million funding round led by Peter Thiel’s Founders Fund

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Defense manufacturing startup Hadrian closes 0 million funding round led by Peter Thiel's Founders Fund

Startup Hadrian raises $260 million to expand its AI-powered factories to meet soaring demand

Defense manufacturing startup Hadrian on Thursday announced the closing of $260 million Series C funding round led by Peter Thiel‘s Founders Fund and Lux Capital.

The machine parts company said it will use the funding to build a new 270,000 square foot factory in Mesa, Arizona, and expand its Torrance, California, location as it looks to beef up its shipbuilding and naval defense capabilities.

“What we really need in this country is this quantum leap above China’s manufacturing model,” said CEO Chris Power in an interview with CNBC’s Morgan Brennan. “It’s about supercharging the worker versus replacing them.”

Defense tech startups like Hadrian are disrupting the mainstay defense contracting industry, which is led by leaders such as Northrop Grumman and Lockheed Martin, and battling it out to boost U.S. defense production while scooping up Department of Defense contracts.

An overall view of the manufacturing line in a Hadrian Automation Inc. factory.

Courtesy: Hadrian Automation, Inc.

Hadrian said the Arizona space will be four times the size of its California facility and start operations by Christmas. The factory will create 350 local jobs. The Hawthrone, California-based company said it is working on four to five new facilities to support production over the next year to support Department of Defense needs.

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Hadrian said it uses robotics and artificial intelligence to automate factories that can “supercharge American workers.”

Power said demand is rapidly growing, but the lack of U.S.-based talent is a major hurdle to building American dominance in shipbuilding and submarines.

Using its tools, the company said it can train workers within 30 days, making them 10 times more productive. Its workforce includes ex-marines and former nurses who have never set foot in a factory.

An overall view of the manufacturing line in a Hadrian Automation Inc. factory.

Courtesy: Hadrian Automation, Inc.

“We have to do a lot more … but certainly we’re able to keep up with the scale right now, and grateful to our team and customers for letting us go and do that,” he said. “As a country, we have to treat this like a national security crisis, not just the economics of manufacturing.”

The fresh raise also includes investments from Andreessen Horowitz and new stakeholders such as Brad Gerstner’s Altimeter Capital.

The company closed a $92 million funding round in late 2023.

WATCH: Startup Hadrian raises $260 million to expand its AI-powered factories to meet soaring demand

An overall view of the manufacturing line in a Hadrian Automation Inc. factory.

Courtesy: Hadrian Automation, Inc.

The Kuka arm is seen at a Hadrian Automation Inc. factory.

Courtesy: Hadrian Automation, Inc.

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Amazon cuts some jobs in cloud computing unit as layoffs continue

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Amazon cuts some jobs in cloud computing unit as layoffs continue

Attendees walk through an exposition hall at AWS re:Invent, a conference hosted by Amazon Web Services, in Las Vegas on Dec. 3, 2024.

Noah Berger | Getty Images

Amazon is laying off some staffers in its cloud computing division, the company confirmed on Thursday.

“After a thorough review of our organization, our priorities, and what we need to focus on going forward, we’ve made the difficult business decision to eliminate some roles across particular teams in AWS,” Amazon spokesperson Brad Glasser said in a statement. “We didn’t make these decisions lightly, and we’re committed to supporting the employees throughout their transition.”

The company declined to say which units within Amazon Web Services were impacted, or how many employees will be let go as a result of the job cuts.

Reuters was first to report on the layoffs.

In May, Amazon reported a third straight quarterly revenue miss at AWS. Sales increased 17% to $29.27 billion in the first quarter, slowing from 18.9% in the prior period.

Amazon said the cuts weren’t primarily due to investments in artificial intelligence, but are a result of ongoing efforts to streamline the workforce and refocus on certain priorities. The company said it continues to hire within AWS.

Amazon CEO Andy Jassy has been on a cost-cutting mission for the past several years, which has resulted in more than 27,000 employees being let go since 2022. Job reductions have continued this year, though at a smaller scale than preceding years. Amazon’s stores, communications and devices and services divisions have been hit with layoffs in recent months.

AWS last year cut hundreds of jobs in its physical stores technology and sales and marketing units.

Last month, Jassy predicted that Amazon’s corporate workforce could shrink even further as a result of the company embracing generative AI.

“We will need fewer people doing some of the jobs that are being done today, and more people doing other types of jobs,” Jassy told staffers. “It’s hard to know exactly where this nets out over time, but in the next few years, we expect that this will reduce our total corporate workforce.”

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