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Google DeepMind co-founder and Chief Executive Officer Demis Hassabis speaks during the Mobile World Congress, the telecom industry’s biggest annual gathering, in Barcelona, Spain, Feb. 26, 2024.

Pau Barrena | Afp | Getty Images

LONDON — Artificial intelligence that can match humans at any task is still some way off — but it’s only a matter of time before it becomes a reality, according to the CEO of Google DeepMind.

Speaking at a briefing in DeepMind’s London offices on Monday, Demis Hassabis said that he thinks artificial general intelligence (AGI) — which is as smart or smarter than humans — will start to emerge in the next five or 10 years.

“I think today’s systems, they’re very passive, but there’s still a lot of things they can’t do. But I think over the next five to 10 years, a lot of those capabilities will start coming to the fore and we’ll start moving towards what we call artificial general intelligence,” Hassabis said.

Hassabis defined AGI as “a system that’s able to exhibit all the complicated capabilities that humans can.”

“We’re not quite there yet. These systems are very impressive at certain things. But there are other things they can’t do yet, and we’ve still got quite a lot of research work to go before that,” Hassabis said.

Hassabis isn’t alone in suggesting that it’ll take a while for AGI to appear. Last year, the CEO of Chinese tech giant Baidu Robin Li said he sees AGI is “more than 10 years away,” pushing back on excitable predictions from some of his peers about this breakthrough taking place in a much shorter timeframe.

Some time to go yet

Hassabis’ forecast pushes the timeline to reach AGI some way back compared to what his industry peers have been sketching out.

Dario Amodei, CEO of AI startup Anthropic, told CNBC at the World Economic Forum in Davos, Switzerland in January that he sees a form of AI that’s “better than almost all humans at almost all tasks” emerging in the “next two or three years.”

Watch CNBC's full interview with Anthropic CEO Dario Amodei

What’s needed to reach AGI?

Hassabis said that the main challenge with achieving artificial general intelligence is getting today’s AI systems to a point of understanding context from the real world.

Big Tech hunts for AGI at any cost

While it’s been possible to develop systems that can break down problems and complete tasks autonomously in the realm of games — such as the complex strategy board game Go — bringing such a technology into the real world is proving harder.

“The question is, how fast can we generalize the planning ideas and agentic kind of behaviors, planning and reasoning, and then generalize that over to working in the real world, on top of things like world models — models that are able to understand the world around us,” Hassabis said.”

“And I think we’ve made good progress with the world models over the last couple of years,” he added. “So now the question is, what’s the best way to combine that with these planning algorithms?”

Hassabis and Thomas Kurian, CEO of Google’s cloud computing division, said that so-called “multi-agent” AI systems are a technological advancement that’s gaining a lot of traction behind the scenes.

Hassabis said lots of work is being done to get to this stage. One example he referred to is DeepMind’s work getting AI agents to figure out how to play the popular strategy game “Starcraft.”

“We’ve done a lot of work on that with things like Starcraft game in the past, where you have a society of agents, or a league of agents, and they could be competing, they could be cooperating,” DeepMind’s chief said.

“When you think about agent to agent communication, that’s what we’re also doing to allow an agent to express itself … What are your skills? What kind of tools do you use?” Kurian said.

“Those are all elements that you need to be able to ask an agent a question, and then once you have that interface, then other agents can communicate with it,” he added.

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Applied Materials shares sink 10% on light forecast amid macroeconomic uncertainties

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Applied Materials shares sink 10% on light forecast amid macroeconomic uncertainties

The Applied Materials logo on Dec. 17, 2024.

Nurphoto | Nurphoto | Getty Images

Applied Materials shares sank more than 10% in extended trading Thursday as the semiconductor equipment company provided outlook for the current quarter that came in light.

Here’s how Applied Materials did in its third-quarter earnings results versus LSEG consensus estimates:

  • EPS: $2.48, adjusted, versus $2.36 estimated.
  • Revenue: $7.3 billion vs $7.22 billion estimated.

Applied Materials said it expects $2.11 per share in adjusted earnings in the current quarter, lower than LSEG estimates of $2.39 per share. The company said to expect $6.7 billion in revenue, versus $7.34 billion estimated.

CEO Gary Dickerson said that the current macroeconomic and policy environment is “creating increased uncertainty and lower visibility.” He said the company’s China business is particularly effected by the uncertainty.

The Trump administration’s tariffs could double the price of imported chips unless companies buying them commit to building in the U.S. Applied Materials makes tools for chip foundries to physically make chips, much of which currently happens in Asia.

Applied Materials said that it has a large backlog of pending export license applications with the U.S. government, but that it’s assuming none of them will be issued in the next quarter.

“We are expecting a decline in revenue in the fourth quarter driven by both digestion of capacity in China and non-linear demand from leading-edge customers given market concentration and fab timing,” the company’s finance chief said in a statement. He added that it expected lower China business to continue for several more quarters.

Applied Materials reported $1.78 billion in net income, or $2.22 per diluted share in the quarter, versus $1.71 billion or $2.05 in the year-ago period.

The company’s most important division, semiconductor systems, reported $5.43 billion in sales, topping estimates, and representing a 10% rise from last year.

Applied Materials was praised by President Donald Trump earlier this month after it was included in an Apple program to make more chips in the U.S.

Apple said it would partner with the chipmaker to produce more manufacturing equipment in Austin, Texas.

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Intel stock climbs 7% on report Trump administration is considering stake in chipmaker

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Intel stock climbs 7% on report Trump administration is considering stake in chipmaker

Lip-Bu Tan, chief executive officer of Intel Corp., departs following a meeting at the White House in Washington, DC, US, on Monday, Aug. 11, 2025.

Alex Wroblewski | Bloomberg | Getty Images

Intel shares rose 7% on Thursday after Bloomberg reported that the Trump administration is in talks with the chipmaker to have the U.S. government take a stake in the struggling company.

Intel is the only U.S. company with the capability to manufacture the fastest chips on U.S. shores, although rivals including Taiwan Semiconductor Manufacturing Company and Samsung also have U.S. factories. President Donald Trump has called for more chips and high technology to be manufactured in the U.S.

The government’s stake would help fund factories that Intel is currently building in Ohio, according to the report.

Earlier this week, Intel CEO Lip-Bu Tan visited Trump in the White House, a meeting that took place after the president had called for Tan’s resignation based on allegations he has ties to China.

Intel said at the time that Tan is “deeply committed to advancing U.S. national and economic security interests.” An Intel representative declined to comment about reports that the government is considering taking a stake in the company.

“We look forward to continuing our work with the Trump Administration to advance these shared priorities, but we are not going to comment on rumors or speculation,” the spokesperson said.

Tan took over Intel earlier this year after the chipmaker failed to gain significant share in artificial intelligence chips, while it was spending heavily to build its foundry business, which manufactures chips for other companies.

Intel’s foundry business has yet to secure a major customer, which would be a critical step in moving towards expansion and giving other potential customers the confidence to turn to Intel for manufacturing.

In July, Tan said that Intel was canceling plans for manufacturing sites in Germany and Poland and would slow down development in Ohio, adding that spending at the chipmaker would be closely scrutinized.

Under Trump, the U.S. government has increasingly moved to put itself at the center of deals in major industries. Last week, it said it would take 15% of certain Nvidia and Advanced Micro Devices chip sales to China. The Pentagon bought a $400 million equity stake in rare-earth miner MP Materials. It also took a “golden share” in U.S. Steel as part of a deal to allow Nippon Steel to buy the U.S. industrial giant.

Intel shares are now up 19% this year after losing 60% of their value in 2024, the worst year on record for the chipmaker.

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Palantir’s astronomical growth in 3 charts

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Palantir's astronomical growth in 3 charts

Alexander Karp, chief executive officer and co-founder of Palantir Technologies Inc.

Scott Eelis | Bloomberg | Getty Images

Palantir‘s astronomical rise since its public debut on the New York Stock Exchange in a 2020 direct listing has been nothing short of a whirlwind.

Over nearly five years, the Denver-based company, whose cofounders include renowned venture capitalist Peter Thiel and current CEO Alex Karp, has surged more than 1,700%. At the same time, its valuation has broken new highs, dwarfing some of the world’s technology behemoths with far greater revenues.

The artificial intelligence-powered software company continued its ascent last week after posting its first quarter with more than $1 billion in revenue, reaching new highs and soaring past a $430 billion market valuation.

Shares haven’t been below $100 since April 2025. The stock last traded below $10 in May 2023, before beginning a steady climb higher.

Retail investors are a key part of the stock’s strength.

Last month, retail poured $1.2 billion into Palantir stock, according to data from Goldman Sachs.

Here’s a closer look at Palantir’s growth over the last five years and how the company compares to megacap peers.

Government money

Government contracts have been one of Palantir’s biggest growth areas since its inception.

Last quarter, the company’s U.S. government revenue grew 53% to $426 million. Government accounted for 55% of the company’s total revenue but commercial is showing promise. Those revenues in the U.S. grew 93% last quarter, Palantir said.

Still, one of the company’s oldest customers is the U.S. Army.

Earlier this month, the company inked a contract worth up to $10 billion for data and software to streamline efficiencies and meet growing military needs. In May, the Department of Defense boosted its agreement with Palantir for AI-powered battlefield capabilities by $795 million.

“We still believe America is the leader of the free world, that the West is superior,” Karp said on an earnings call earlier this month. “We have to fight for these values; we should give American corporations, and, most importantly, our government, an unfair advantage.”

Beyond the U.S.

The U.S. has been a key driver of Palantir’s growth, especially as the company scoops up more contracts with the U.S. military.

Palantir said the U.S. currently accounts for about three-quarters of total revenues. Commercial international revenues declined 3% last quarter and analysts have raised concerns about that segment’s growth trajectory.

Over the last five years, U.S. revenues have nearly quintupled from $156 million to about $733 million. Revenues outside the U.S. have doubled from about $133 million to $271 million.

Paying a premium

Palantir’s market capitalization has rapidly ascended over the last year as investors bet on its AI tools, while its stock has soared nearly 500%.

The meteoric rise placed Palantir among the top 10 U.S. tech firms and top 20 most valuable U.S. companies. But Palantir makes a fraction of the revenue of the companies in those lists.

Last quarter, Palantir reported more than $1 billion in quarterly revenue for the first time, and its forward price-to-earnings ratio has surged past 280 times.

By comparison, Apple and Microsoft posted revenue of $94 billion and $76 billion during the period, respectively, and carry a PE ratio of nearly 30 times.

Forward PE is a valuation metric that compares a company’s future earnings to its current share price. The higher the PE, the higher the growth expectations or the more overvalued the asset. A lower price-to-earnings ratio suggests slower growth or an undervalued asset.

Most of the Magnificent Seven stocks, except for Nvidia and Tesla, have a forward PE that hovers around the 20s and 30s. Nvidia trades at more than 40 times forward earnings, while Tesla’s sits at about 198 times.

At these levels, investors are paying a jacked-up premium to own shares of one of the hottest AI stocks on Wall Street as its valuation has skyrocketed to astronomical heights.

“This is a once-in-a-generation, truly anomalous quarter, and we’re very proud,” Karp said on an earnings call following Palantir’s second-quarter results. “We’re sorry that our haters are disappointed, but there are many more quarters to be disappointed.”

CNBC’s Gabriel Cortes contributed to this story.

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