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Google’s Ruth Porat: To unlock AI’s upside, rethink every process

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Good morning. Ruth Porat, Alphabet and Google’s president and chief investment officer, is a former longtime CFO who is strategically evaluating what’s needed for AI to drive economic uplift.

“I think we are living in an extraordinary time, and I think of it as a time where there are two speeds,” Porat said during a panel session at the Fortune Global Forum on Sunday in Riyadh, Saudi Arabia.

One speed, she explained, is the pace of change, breakthroughs, and scientific discovery. The other is slower—the pace of adoption.

“That’s the speed of adoption in a truly substantive way, so that each one of us can experience the economic uplift that AI offers,” Porat said. She added, “The upside from AI does require a fundamental rethink of every process.”

Porat noted that while working on chatbots can be useful because it gets organizations thinking about the AI journey, “it shouldn’t stop there.” The big question, she said, is: What does AI mean for my country and for my business?

Porat served as CFO of Alphabet and Google beginning in May 2015 and was promoted to president and chief investment officer in September 2023. She continued as CFO concurrently until her successor, Anat Ashkenazi, was appointed in July 2024. In her current position, Porat regularly engages with policymakers and regulators and plays an influential role in shaping the dialogue around AI’s impact on companies, governments, and the U.S. position in the world.

‘The real promise of AI’

During the panel, Barclays Group CEO C.S. Venkatakrishnan said that realizing the promise of AI requires “fairly large commitments—financially and otherwise—and you need to work with partners you can trust, who will help you through the teething troubles.”

“The real prize is changing business processes end to end using AI,” Venkatakrishnan said. Barclays is already seeing the benefits of AI in customer service and document management, but “we’re still at the tip of the spear—there’s a lot more to be done,” he added.

Venkatakrishnan said leaders’ responsibility is not just to use AI for productivity, but to empower people to take on bigger, more interesting, and more valuable work. “That is the real promise of AI,” he said.

Don’t lose sight of the human element

Saudi Arabia’s minister of investment, Khalid Al-Falih, shared what he’s hearing from companies around the world about how they’re navigating global economic complexities. “I believe people are looking for partners they can trust—partners who are not short-term or transactional,” he said.

Al-Falih added that both governments and companies want to ensure their capital and resources are allocated not only to technology, but also to talent. Despite all the focus on technology, the human element remains essential, he said.

Investing in skills and infrastructure

Porat agreed with Al-Falih that executing AI responsibly is key to ensuring everyone benefits from its upside. “A core part of any strategy must include training, education, and skilling,” she said.

She added that investment in energy, infrastructure, and grid modernization will support AI expansion. “There are 2,500 gigawatts of energy in development in the U.S. waiting to get on the grid,” Porat said.

For example, there’s a shortage of electricians in the U.S., so Google created a training program, she said. Google also announced last week its first carbon capture and storage project, and the company is advancing its work in nuclear energy as well, Porat added.

The challenge of leaders as AI enters its next chapter will not just be harnessing its power, but ensuring its benefits are shared among workers, companies, and economies alike.

Sheryl Estrada
sheryl.estrada@fortune.com

***Upcoming Event: Join us for our next Emerging CFO webinar, Optimizing for a Human-Machine Workforce, presented in partnership with Workday, on Nov. 13 from 11 a.m. to 12 p.m. ET.

We’ll explore how leading CFOs are rethinking the future of work in the age of agentic AI—including when to deploy AI agents to accelerate automation, how to balance ROI tradeoffs between human and digital talent, and the upskilling strategies CFOs are applying to optimize their workforces for the future.

You can register here. Email us at CFOCollaborative@Fortune.com with any questions.

Leaderboard

Elijio Serrano, SVP and CFO of TETRA Technologies, Inc. (NYSE: TTI), is retiring, effective March 31, 2026. Upon his retirement, Serrano will be retained as an advisor to Brady Murphy, CEO and president. Matt Sanderson was promoted to EVP and CFO, succeeding Serrano. Sanderson is currently EVP and chief commercial officer, having joined TETRA in November 2016. 

Mark Spring was appointed CFO of Artelo Biosciences, Inc. (Nasdaq: ARTL), a clinical-stage pharmaceutical company, effective November 1. Spring had been serving as a financial consultant to the company since December 2024. He recently served as interim CFO for LENZ Therapeutics through its reverse merger transaction and was co-founder and CFO of Secura Bio. Spring also served as CFO for Hyperion Therapeutics, Prometheus Laboratories, Veracyte, Sotera Wireless, and Genoptix.

Big Deal

McKinsey’s sixth annual corporate venture building report, released this morning, draws on research from more than 700 business leaders across 66 countries. The timing and level of investment needed to build a value-generating venture vary depending on the type of asset at its core. Nearly one-third of respondents said their new ventures focused on data or intellectual property broke even with investments of less than $1 million. By contrast, far fewer said ventures centered on physical products reached breakeven with investments under $1 million, according to the report.

The report also found that among respondents whose companies built on proven concepts, two-thirds reported above-average organic growth relative to their industries. For incumbents, adopting a successful startup business model can be an effective strategy for scaling new ventures quickly.

Going deeper

“The FOMO-fueled gold bubble may now be turning into a ‘mini-bust,’ analysts say” is a Fortune report by Jason Ma.

 

Ma writes: “Gold prices continued to decline Monday while stocks galloped to fresh record territory, stirring doubts about the precious metal’s massive rally. Until a few weeks ago, gold looked unstoppable as it blew through record high after record high and at one point was up more than 60% for the year. But since peaking earlier this month, prices are down 9%, hovering around $4,000 per ounce.” Read more here

 

Overheard

“I think it’s maybe understatement of the century to say that global trade is facing the greatest disruption in 80 years.”

—Dr. Ngozi Okonjo-Iweala, the director-general of the World Trade Organization, said at the Fortune Global Forum in Riyadh on Monday that the global economy is in its choppiest waters since the 1930s. 



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US debt crisis: Most likely fix is severe austerity triggered by a fiscal calamity

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One way or another, U.S. debt will stop expanding unsustainably, but the most likely outcome is also among the most painful, according to Jeffrey Frankel, a Harvard professor and former member of President Bill Clinton’s Council of Economic Advisers.

Publicly held debt is already at 99% of GDP and is on track to hit 107% by 2029, breaking the record set after the end of World War II. Debt service alone is more than $11 billion a week, or 15% of federal spending in the current fiscal year.

In a Project Syndicate op-ed last week, Frankel went down the list of possible debt solutions: faster economic growth, lower interest rates, default, inflation, financial repression, and fiscal austerity. 

While faster growth is the most appealing option, it’s not coming to the rescue due to the shrinking labor force, he said. AI will boost productivity, but not as much as would be needed to rein in U.S. debt.

Frankel also said the previous era of low rates was a historic anomaly that’s not coming back, and default isn’t plausible given already-growing doubts about Treasury bonds as a safe asset, especially after President Donald Trump’s “Liberation Day” tariff shocker.

Relying on inflation to shrink the real value of U.S. debt would be just as bad as a default, and financial repression would require the federal government to essentially force banks to buy bonds with artificially low yields, he explained.

“There is one possibility left: severe fiscal austerity,” Frankel added.

How severe? A sustainable U.S. debt trajectory would entail elimination of nearly all defense spending or almost all non-defense discretionary outlays, he estimated.

For the foreseeable future, Democrats are unlikely to slash top programs, while Republicans are likely to use any fiscal breathing room to push for more tax cuts, Frankel said.

“Eventually, in the unforeseeable future, austerity may be the most likely of the six possible outcomes,” he warned. “Unfortunately, it will probably come only after a severe fiscal crisis. The longer it takes for that reckoning to arrive, the more radical the adjustment will need to be.”

The austerity forecast echoes an earlier note from Oxford Economics, which said the expected insolvency of the Social Security and Medicare trust funds by 2034 will serve as a catalyst for fiscal reform.

In Oxford’s view, lawmakers will seek to prevent a fiscal crisis in the form of a precipitous drop in demand for Treasury bonds, sending rates soaring.

But that’s only after lawmakers try to take the more politically expedient path by allowing Social Security and Medicare to tap general revenue that funds other parts of the federal government.

“However, unfavorable fiscal news of this sort could trigger a negative reaction in the US bond market, which would view this as a capitulation on one of the last major political openings for reforms,” Bernard Yaros, lead U.S. economist at Oxford Economics, wrote. “A sharp upward repricing of the term premium for longer-dated bonds could force Congress back into a reform mindset.”



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The $124 trillion Great Wealth Transfer is intensifying as inheritance jumps to a new record

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Nearly $300 billion was inherited this year as the Great Wealth Transfer picks up speed, showering family members with immense windfalls.

According to the latest UBS Billionaire Ambitions Report, 91 heirs inherited a record-high $297.8 billion in 2025, up 36% from a year ago despite fewer inheritors.

“These heirs are proof of a multi-year wealth transfer that’s intensifying,” Benjamin Cavalli, head of Strategic Clients & Global Connectivity at UBS Global Wealth Management, said in the report.

Western Europe led the way with 48 individuals inheriting $149.5 billion. That includes 15 members of two “German pharmaceutical families,” with the youngest just 19 years old and the oldest at 94.

Meanwhile, 18 heirs in North America got $86.5 billion, and 11 in South East Asia received $24.7 billion, UBS said.

This year’s wealth transfer lifted the number of multi-generational billionaires to 860, who have total assets of $4.7 trillion, up from 805 with $4.2 trillion in 2024.

Wealth management firm Cerulli Associates estimated last year that $124 trillion worldwide will be handed over through 2048, dubbing it the Great Wealth Transfer. More than half of that amount will come from high-net-worth and ultra-high-net-worth people.

Among billionaires, UBS expects they will likely transfer about $6.9 trillion by 2040, with at least $5.9 trillion of that being passed to children, either directly or indirectly.

While the Great Wealth Transfer appears to be accelerating, it may not turn into a sudden flood. Tim Gerend, CEO of financial planning giant Northwestern Mutual, told Fortune’s Amanda Gerut recently that it will unfold more gradually and with greater complexity

“I think the wealth transfer isn’t going to be just a big bang,” he said. “It’s not like, we just passed peak age 65 and now all the money is going to move.”

Of course, millennials and Gen Zers with rich relatives aren’t the only ones who sat to reap billions. More entrepreneurs also joined the ranks of the super rich.

In 2025, 196 self-made billionaires were newly minted with total wealth of $386.5 billion. That trails only the record year of 2021 and is up from last year, which saw 161 self-made individuals with assets of $305.6 billion.

But despite the hype over the AI boom and startups with astronomical valuations, some of the new U.S. billionaires come from a range of industries.

UBS highlighted Ben Lamm, cofounder of genetics and bioscience company Colossal; Michael Dorrell, cofounder and CEO of infrastructure investment firm Stonepeak; as well as Bob Pender and Mike Sabel, cofounders of LNG exporter Venture Global.

“A fresh generation of billionaires is steadily emerging,” UBS said. “In a highly uncertain time for geopolitics and economics, entrepreneurs are innovating at scale across a range of sectors and markets.”



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Apple rocked by executive departures, with chip chief at risk of leaving next

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Apple Inc., long the model of stability in Silicon Valley, is suddenly undergoing its biggest personnel shake-up in decades, with senior executives and key engineers both hitting the exits.

In just the past week, Apple’s heads of artificial intelligence and interface design stepped down. Then the company announced that its general counsel and head of governmental affairs were leaving as well. All four executives have reported directly to Chief Executive Officer Tim Cook, marking an exceptional level of turnover in Apple’s C-suite. 

And more changes are likely coming. Johny Srouji — senior vice president of hardware technologies and one of Apple’s most respected executives — recently told Cook that he is seriously considering leaving in the near future, according to people with knowledge of the matter. Srouji, the architect of Apple’s prized in-house chips effort, has informed colleagues that he intends to join another company if he ultimately departs.

At the same time, AI talent has been fleeing for tech rivals — with Meta Platforms Inc., OpenAI and a variety of startups poaching many of Apple’s engineers. That threatens to hamper the company’s efforts to catch up in artificial intelligence, an area where it’s struggled to make a mark. 

It all adds up to one of the most tumultuous stretches of Cook’s tenure. Though the CEO himself is unlikely to leave imminently, the company has to rebuild its ranks and figure out how to thrive in the AI era. 

Within the company, some of the departures are cause for deep concern — with Cook looking to stave off more with stronger compensation packages for key talent. In other cases, the exits just reflect the fact that veteran executives are nearing retirement age. Still, many of the shifts constitute a disconcerting brain drain.

While Cook maintains that Apple is working on the most innovative product lineup in its history — a slate that’s expected to include foldable iPhones and iPads, smart glasses, and robots — Apple hasn’t launched a successful new product category in a decade. That leaves it vulnerable to poaching from a range of nimbler rivals better equipped to develop the next generation of devices around AI.

A spokesperson for Cupertino, California-based Apple declined to comment.

The exit of Apple’s AI chief, John Giannandrea, followed a number of stumbles in generative AI. The company’s Apple Intelligence platform has suffered from delays and subpar features. And a highly touted overhaul to the Siri voice assistant is roughly a year and a half behind schedule. Moreover, the software will rely heavily on a partnership with Alphabet Inc.’s Google to fill the gaps in its capabilities.

Against that backdrop, Apple began phasing Giannandrea out of his role in March but is allowing him to remain until next spring.

Within Apple, employees have long expected Giannandrea to step aside — and some have expressed surprise that he’s sticking around as long as he is.

But parting ways with Giannandrea sooner would have been taken as public acknowledgment of a problem, people familiar with the situation said. 

Design veteran Alan Dye, meanwhile, is heading to Meta’s Reality Labs unit — a remarkable defection to one of Apple’s fiercest rivals.

Within a day of that news, Apple turned around and announced that it had poached one of Meta’s executives. Jennifer Newstead, chief legal officer at the social networking company, will become Apple’s general counsel. She helped oversee Meta’s successful antitrust battle with the US Federal Trade Commission — experience that’s likely to prove useful in Apple’s own legal fight with the Justice Department over alleged anticompetitive practices.

Read More: Apple Taps Meta Lawyer as General Counsel in Latest Shake-Up

Newstead is taking over for Kate Adams, who served eight years in the role and will retire in late 2026. Lisa Jackson, vice president for environment, policy and social initiatives, is retiring as well — and her duties will be divided up among other executives. 

Though the news of Adams’ departure was jarring — especially considering the number of Apple legal disputes currently on her plate — she’s had a fairly long tenure for a general counsel at the company.

Jackson, meanwhile, was widely expected to be leaving soon. The former Obama administration official has kept a lower profile during President Donald Trump’s second term, opting to dispatch deputies to handle discussions with the White House. Bloomberg News had previously reportedthat she was considering retirement.

These exits follow an even bigger departure. Jeff Williams, Cook’s longtime No. 2, retired last month after a decade as chief operating officer. Another veteran leader, Chief Financial Officer Luca Maestri, stepped into a smaller role at the start of 2025 and is likely to retire in the not-too-distant future.

The flurry of retirements reflects a demographic reality for Apple. Many of its most senior executives have been at the company for decades and are roughly the same age — either in their 60s or nearing it.

Cook turned 65 last month, fueling speculation that he would join the exodus. People close to the executive have said that he’s unlikely to leave soon, though succession planning has been underway for years. John Ternus, Apple’s 50-year-old hardware engineering chief, is considered by employees to be the frontrunner CEO candidate.

When Cook does step down, he’s likely to shift into the chairman job and maintain a high level of influence over the iPhone maker. That makes it unlikely that Apple will select an outsider as the next CEO, even as executives like Nest Labs founder Tony Fadell are being pushed as candidates by people outside the company. Though Fadell helped invent Apple’s iconic iPod, he left the tech giant 15 years ago on less-than-friendly terms. 

For now, Cook remains active at Apple and travels extensively on behalf of the company. However, the executive does have an unexplained tremor that causes his hands to shake from time to time — something that’s been discussed among Apple employees in recent months.

The shaking has been noticed by both executives and rank-and-file staff during meetings and large company gatherings, according to people familiar with the matter. But people close to Cook say he is healthy and refute rumors to the contrary that have circulated in Silicon Valley.

Read More: The Apple Insiders in the Running to Succeed Cook

A more imminent risk is the departure of Srouji, the chip chief. Cook has been working aggressively to retain him — an effort that included offering a substantial pay package and the potential of more responsibility down the road. One scenario floated internally by some executives involves elevating him into the role of chief technology officer. Such a job — overseeing a wide swath of both hardware engineering and silicon technologies — would potentially make him Apple’s second-most-powerful executive.

But that change would likely require Ternus to be promoted to CEO, a step the company may not be ready to take. And some within Apple have said that Srouji would prefer not to work under a different CEO, even with an expanded title.

If Srouji does depart, which isn’t yet a certainty, the company would likely tap one of his two top lieutenants — Zongjian Chen or Sribalan Santhanam — to replace him.

The recent shifts are already reshaping Apple’s power structure. More authority is now flowing to a quartet of executives: Ternus, services chief Eddy Cue, software head Craig Federighi and new COO Sabih Khan. Apple’s AI efforts have been redistributed across its leadership, with Federighi becoming the company’s de facto AI chief.

Ternus is also poised to take a starring role next year in the celebration of Apple’s 50th anniversary, further raising his profile. And he’s been given more responsibility over robotics and smart glasses — two areas seen as future growth drivers. 

Further reorganization is likely. Deirdre O’Brien, head of retail and human resources, has been with Apple for more than 35 years, while marketing chief Greg Joswiak has spent four decades at the company. Apple has elevated the key lieutenants under both executives, preparing for their eventual retirements.

At the same time, Apple is contending with a talent drain in its engineering ranks. This has become a serious concern for the executive team, and Apple’s human resources organization has been instructed to ramp up recruitment and retention efforts, people familiar with the situation said.

Robby Walker, who had overseen Siri and an initiative to build a ChatGPT-like search experience, left the company in October. His replacement, Ke Yang, departed after only weeks in the job, joining Meta’s new Superintelligence Labs.

To help fill the void left by Giannandrea, Apple hired Google and Microsoft Corp. alum Amar Subramanya as vice president of artificial intelligence. He’ll report to Federighi, the software chief.

But there’s been a broader collapse within Apple’s artificial intelligence organization, spurred by the departure of AI models chief Ruoming Pang. Pang, along with colleagues such as Tom Gunter and Frank Chu, went to Meta, which has used eye-popping compensation packages to lure talent.

Roughly a dozen other top AI researchers have left the organization, which is suffering from low morale. The company’s increasing use of external AI technology, such as Google’s Gemini, has been a particular concern for employees working on large language models.

Apple’s AI robotics software team has also seen widespread departures, including its leader Jian Zhang, who likewise joined Meta. That group is tasked with creating underlying technology for products such as a tabletop robot and a mobile bot.

The hardware team for the tabletop device, code-named J595, has been bleeding talent too — with some headed to OpenAI. Dye also was a key figure overseeing that product’s software design.

Read More: Apple’s AI Push to Hinge on Robots, Security, Lifelike Siri

The user interface organization has been hit as well, with several team members leaving between 2023 and this year. That attrition culminated in Dye’s exit, which stemmed partly from a desire to integrate AI more deeply into products and a feeling that Apple hasn’t been keeping pace in the area. Another top interface leader under Dye, Billy Sorrentino, also left for Meta.

The hardware side of the design group — the team responsible for the physical look and feel of Apple’s products — has been nearly wiped out over the last half-decade. Many staffers followed former design chief Jony Ive to his studio, LoveFrom, or went to other companies.

Longtime interface designer Stephen Lemay is now stepping in as Dye’s replacement. Cook is also taking on more responsibility for overseeing design, a role that had been held by Williams.

Ive, a visionary designer who helped create the iPhone, iPad and Apple Watch, is now working with OpenAI to develop a new generation of AI-enhanced devices. That company acquired Ive’s startup, io, for more than $6 billion to jump-start its hardware business — setting its sights on Apple’s territory.

Like Meta, OpenAI has become a key beneficiary of Apple’s talent flight. The San Francisco-based company has hired dozens of Apple engineers across a wide range of fields, including people working on the iPhone, Mac, camera technology, silicon design, audio, watches and the Vision Pro headset. 

In a previously unreported development, the AI company is hiring Apple’s Cheng Chen, a senior director in charge of display technologies. His purview included the optics that go into the Vision Pro headset. OpenAI recruited Tang Tan, one of Apple’s top hardware engineering executives, two years ago.

Read More: Apple’s Star Designer Who Introduced iPhone Air Leaves Company

And over the summer, the company lost the dean of Apple University, the internal program designed to preserve the company’s culture and practices after the passing of co-founder Steve Jobs. Richard Locke, who spent nearly three years at Apple, left to become dean of the Massachusetts Institute of Technology’s business school.



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