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Goldman’s chief information officer has 4 tips on how to AI-proof your career, including ‘posing provocative, non-obvious questions’

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As artificial intelligence continues to reshape workplaces around the world, Goldman Sachs Chief Information Officer Marco Argenti believes professionals can thrive—not by competing with machines, but by learning how to conduct, question, and collaborate with them.

In Friday’s edition of Goldman’s briefings newsletter, Argenti outlined four strategies on “How to Get the Most out of AI in Your Career” as autonomous agents increasingly take on complex tasks once reserved for humans.

1. Become a Conductor, Not Just a Doer

Argenti argues that the modern professional must evolve from executing work to orchestrating it. Success, he explains, will no longer hinge on the code one personally writes or the analysis one single-handedly produces. Instead, the mark of leadership will be managing agile teams of human and AI collaborators—delegating, coordinating, and integrating outputs to achieve greater results than either type of contributor could alone. “Your ability to manage a hybrid team of human and AI resources” will be key to thriving, Argenti says.

2. Ask Provocative, Non-Obvious Questions

One of the most valuable human skills in an AI-driven environment is curiosity, according to Argenti, who urged employees to “get creative with AI, posing provocative, non-obvious questions.” While AI systems excel at synthesizing existing data, they struggle to generate breakthroughs without human provocation. By posing bold, imaginative, and sometimes unconventional questions, people can push AI beyond predictable patterns and uncover insights that would otherwise remain hidden. “While AI excels at refurbishing existing knowledge,” Argenti writes, “its true creative potential is unlocked by human curiosity.”

Rahsaan Shears, principal and aIQ program lead at KPMG U.S., previously told Fortune that AI adoption has moved from a “fear factor” that AI will displace most white-collar work to a “cognitive fatigue” as workers realize that AI’s maturity level is what she characterized as a “toddler” level. She said there’s a “persistent need for human engagement,” and critical thinking, questioning, and adaptability are increasingly valuable human skills to have.

3. Build a Personalized Toolkit of AI Models

Rather than relying on one dominant platform, Argenti advises professionals to curate a customized mix of AI tools suited to different tasks. No single model will outperform all others across the board, he notes. The key lies in knowing which system excels at which function—whether it’s data analysis, content generation, or coding—and assembling those systems into a tailored digital toolkit. “The expert will curate a personal toolkit of models and assistants,” according to Argenti, and “knowing which one to deploy for which task.”

4. Verify AI Outputs with Skepticism

Argenti cautions that even the most sophisticated AI systems can produce “plausible-sounding errors.” As these tools become more deeply integrated into workflows, validating their results will demand both domain expertise and investigative rigor. “A blend of deep knowledge and a detective’s skepticism,” he writes, will be essential to separate reliable insights from confident falsehoods.

KPMG’s Shears flagged this as a particular pitfall, telling Fortune that she’s seen a propensity among younger workers, supposedly “digital natives,” to trust their devices and technology. Because AI is “more early in its maturity, they need to be more skeptical, which is a different kind of relationship than they historically had from a digital interaction perspective.”

The Human Edge in the Age of AI

Argenti’s message is ultimately one of empowerment: AI is not replacing human talent but redefining what it means to be skilled. The future belongs to those who combine technological fluency with creativity, discernment, and leadership—the qualities that machines still struggle to replicate.

For this story, Fortune used generative AI to help with an initial draft. An editor verified the accuracy of the information before publishing. 

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Pepsi to cut product offering nearly 20% in deal with $4 billion activist Elliott

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PepsiCo plans to cut prices and eliminate some of its products under a deal with an activist investor announced Monday.

The Purchase, New York-based company, which makes Cheetos, Tostitos and other Frito-Lay products as well as beverages, said it will cut nearly 20% of its product offerings by early next year. PepsiCo said it will use the savings to invest in marketing and improved value for consumers. It didn’t disclose which products or how much it would cut prices.

PepsiCo said it also plans to accelerate the introduction of new offerings with simpler and more functional ingredients, including Doritos Protein and Simply NKD Cheetos and Doritos, which contain no artificial flavors or colors. The company also recently introduced a prebiotic version of its signature cola.

PepsiCo is making the changes after prodding from Elliott Investment Management, which took a $4 billion stake in the company in September. In a letter to PepsiCo’s board, Elliott said the company is being hurt by a lack of strategic clarity, decelerating growth and eroding profitability in its North American food and beverage businesses.

In a joint statement with PepsiCo Monday, Elliott Partner Marc Steinberg said the firm is confident that PepsiCo can create value for shareholders as it executes on its new plan.

“We appreciate our collaborative engagement with PepsiCo’s management team and the urgency they have demonstrated,” Steinberg said. “We believe the plan announced today to invest in affordability, accelerate innovation and aggressively reduce costs will drive greater revenue and profit growth.”

Elliott said it plans to continue working closely with the company.

PepsiCo shares were flat in after-hours trading Monday.

PepsiCo said it expects organic revenue to grow between 2% and 4% in 2026. The company’s organic revenue rose 1.5%. the first nine months of this year.

PepsiCo also said it plans to review its supply chain and continue to make changes to its board, with a focus on global leaders who can help it reach its growth and profitability goals.

“We feel encouraged about the actions and initiatives we are implementing with urgency to improve both marketplace and financial performance,” PepsiCo Chairman and CEO Ramon Laguarta said in a statement.

PepsiCo said in February that years of double-digit price increases and changing customer preferences have weakened demand for its drinks and snacks. In July, the company said it was trying to combat perceptions that its products are too expensive by expanding distribution of value brands like Chester’s and Santitas.



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Paramount rips Warner’s sale ‘process’ as it reveals 2-year-long pursuit and escalating bids before going hostile

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Paramount Skydance’s tender offer for Warner Bros. Discovery emerged from months of fitful courtship, a shifting media landscape, and a high‑stakes bidding war that ultimately pitted the studio behind “Top Gun: Maverick” against streaming giant Netflix for control of one of Hollywood’s crown jewels. The company’s tender offer regulatory filing with the Securities and Exchange Commission, filed hours after Paramount launched a hostile bid worth $108 billion (or $77.9 billion in equity), laid out a detailed chronology in which Paramount repeatedly tried to lure Warner Bros., to no avail. Netflix and Warner Bros. agreed a deal worth nearly $83 billion ($72 billion in equity) on Friday.

The filing revealed Paramount CEO’s last-ditch text message to WBD counterpart David Zaslav at roughly 4pm ET on December 4, the day before Netflix ultimately announced its deal, as previously reported by the Financial Times. Daivd [sic], I appreciate you’re underwater today so I wanted to send you a quick text. Please note when you next meet as a board we wanted to offer you a package that addressed all of the issues you discussed we [sic] me,” David Ellison wrote as he apparently felt his target slipping away.

“Also please know despite the noise of the last 24 hours I have nothing but respect and admiration for you and the company,” Ellison added. “It would be the honor of a lifetime to be your partner and to be the owner of these iconic assets. If we have the privilege to work together you will see that my father and I are the people you had dinner with. We are always loyal and honorable to our partners and hope we have the opportunity to prove that to you. Best, David.” Later that day, Paramount sent Zaslav a letter criticizing a “tainted” sale process.

Paramount told investors today that it continued to believe it was never taken seriously. “During the entirety of the sale ‘process’ undertaken by the Warner Bros. Board, representatives of Warner Bros. did not provide a single markup of a single transaction document, have a single meeting to go page-by-page through the documents, or engage in a ‘real time’ back-and-forth negotiation with Paramount or its advisors.”

Early outreach in 2023

In 2023 and 2024, Paramount’s predecessor, Paramount Global, and Warner Bros. held intermittent talks about a possible merger, but those conversations ended without a deal as Paramount Global moved instead to merge with Skydance, under the control of current CEO Ellison. After that transaction closed in August 2025, Paramount’s new leadership revisited the idea of combining with Warner Bros., concluding that a tie‑up could create a stronger, scaled competitor to streaming platforms and big technology companies, according to the SEC filing.​

The urgency increased in June 2025 when Warner Bros. publicly unveiled plans to split itself in two, targeting completion by mid‑2026, a strategy it continued to defend through early autumn. Paramount believed this breakup would destroy value and make any future full-company acquisition far harder, so it decided to move quickly, seeing a narrow window to buy all of Warner Bros. before the separation took effect.​

Paramount’s escalating proposals

By early September 2025, the filing noted, media reports surfaced that Paramount was preparing an offer, helping push Warner Bros.’ share price sharply higher from a pre‑rumor closing price of $12.54—it was trading at $19.46 by September 15, the day after Paramount offered $19 per share in cash and stock.​ (The New York Times reported on the secret bids from Paramount in October.)

Warner Bros. rejected that approach within days, saying the bid undervalued the company and that its own breakup plan promised better long‑term value. Paramount responded on September 30 with an improved offer worth $22 a share, primarily in cash, and went further on deal protections, including a $2 billion termination fee and a commitment to litigate to secure antitrust clearance, while also dangling roles for Zaslav as co-CEO and co-Chairman of the board of the combined company.​

Warner Bros. rebuffed this proposal as well, again calling it inadequate and insisting its planned separation remained superior, a stance that only hardened Paramount’s view that the board was underestimating the industrial logic of a combination. In October, Warner Bros. publicly announced a wider review of “strategic alternatives,” signaling that it would run a formal sale process and had received interest from multiple parties in both the whole company and specific assets such as its streaming arm.​

Paramount attempted to enter that process on more favorable terms, pushing back on an initial Warner Bros. confidentiality agreement that included a lengthy standstill, tight controls on financing contacts and waivers of potential legal claims about the sale. Its advisers negotiated for a shorter standstill, “most‑favored‑nation” treatment versus other bidders, and freedom to challenge the process if Warner Bros. ultimately retreated to its separation plan, underscoring deep mistrust over how the auction might be run.​

Due diligence and financing ramp-up

As the process unfolded, Paramount was granted limited access to a virtual data room, which it viewed as “sparsely populated” given the size and complexity of a potential deal. In mid‑November, Warner Bros. hosted an in‑person management presentation in California, while antitrust lawyers for both sides met to assess regulatory risks and lay out arguments that a Paramount–Warner Bros. merger would be pro‑competitive in a market dominated by tech‑backed streaming giants.​

Parallel to those talks, Paramount’s board set up a special committee of independent directors to vet a large equity infusion from the Ellison family and private‑equity firm RedBird. Paramount also locked in a $54 billion senior secured bridge facility led by Wall Street banks.

A bidding war with Netflix

On November 20, Paramount submitted another improved proposal, lifting its implied offer to $25.50 a share, heavily weighted to cash and backed by signed debt commitments and promised equity. That bid included a $5 billion regulatory reverse breakup fee and more aggressive litigation undertakings, signaling Paramount’s willingness to fight regulators if required to close the transaction.​ (Netflix committed to a $5.8 billion breakup fee in its winning bid, which Bloomberg reported is among the highest of all time.)

Even as Paramount sweetened its terms, public commentary suggested some influential Warner Bros. figures saw Netflix as a more attractive partner, particularly for its pure‑play streaming focus and global reach. During a particular November 13 interview on CNBC, WBD chairman emeritus John Malone questioned Paramount’s intervention and discussed the merits of a Netflix deal, adding to market speculation that Warner Bros. leadership might prefer a streaming‑first tie‑up over a legacy‑studio merger.​

Netflix deal and Paramount’s pivot to a tender

The process culminated on December 4, 2025, when Warner Bros. signed a merger agreement with Netflix that would see Netflix acquire Warner Bros.’ streaming businesses after a complicated internal reorganization and spin‑off of other assets. That deal offered cash and Netflix stock with headline value of about $27.75 per share but included adjustments tied to spin‑off net debt and a 21‑month outer closing date.​

Paramount responded the same day with what it calls its “Prior Proposal,” a merger agreement valuing Warner Bros. at $30 a share in straight cash, with what it argues are stronger regulatory commitments, a shorter outside date and no price haircut tied to balance‑sheet mechanics. When Warner Bros. nevertheless chose the Netflix deal, Paramount concluded that the board had opted for an “obviously financially inferior transaction with extraordinary regulatory risk and a longer timeline to a possible closing,” and decided its only route was to go directly to shareholders.​

Calls to Paramount, WBD, and Netflix to comment on the events as laid out in the filing were not immediately returned. We will update this post with any response.

Editor’s note: the author worked for Netflix from June 2024 through July 2025.

For this story, Fortune journalists used generative AI as a research tool. An editor verified the accuracy of the information before publishing.



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Cursor internal AI Help Desk handles 80% of employees’ support tickets

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AI coding-assistant start-up Cursor isn’t just using artificial intelligence to help developers write code, it’s deploying AI across its own internal operations, CEO, Michael Truell, told the audience at Fortune’s Brainstorm AI in San Francisco.

Truell said the company had already automated roughly 80% of its customer support tickets with the help of the technology. He said the company had also implemented an internal AI-powered communication system that allows employees to query information across the organization. “We’ve actually done a lot of work internally on customizing that setup,” he said.

Cursor also uses AI for internal communications, he said. “We have a system where folks can ask any question about the company and get it answered by an AI,” Truell said, as well as an project with “a few forward deployed engineers internally embedded throughout, building custom tooling right now for operations, for sales and experimenting,” he said. 

Across the enterprise software landscape, some larger organizations are increasingly coming up against adoption challenges when attempting to integrate AI into workflows. 

Data silos—where information is trapped in disconnected systems—prevent AI tools from accessing the full context they need to be useful, and technical sprawl—the accumulation of disparate tools and platforms over years of growth— can create integration issues. Many organizations are finding they need more dedicated technical expertise to help tailor AI models to specific business needs.

Engineers are seeing productivity gains

Cursor, which is valued at $29.3 billion, said last month it had crossed $1 billion in annualized revenue and now has more than 300 employees. The company has seen rapid growth since it was founded by a team of four MIT graduates in 2022. The company’s AI coding tool, which first launched in 2023, has been popular with software who use it to help both generate and edit code. 

There has been some conflicting research about how helpful AI tools actually are for software engineering. A July 2025 study by the nonprofit research group METR found that experienced developers working on large, mature codebases actually took 19% longer to complete tasks when using AI tools such as Cursor and Claude, despite believing they had worked 20% faster. The researchers attributed the slowdown to time spent prompting AI, waiting for responses, and time reviewing generated code.

A recent study conducted by University of Chicago found that teams using Cursor’s AI coding assistant in large companies merged 39% more pull requests (PRs) compared to non-users. The research also showed that senior developers created more detailed plans before writing code and demonstrated greater skill working with AI agents.

“A lot of folks think that junior developers get the most out of AI,” Truell said. But “when these academics went in and looked at the data, it looked like senior engineers actually were more effective in using the tools and were accepting code at higher rates and were getting more value from that.”

Truell noted that this surprised him as well: “We want to dig into to understand exactly why that’s the case.”



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