Connect with us

Business

The AI bubble will pop. Intelligence won’t

Published

on



Oracle’s 43% stock surge in a single day should make investors uneasy. This isn’t a meme stock or speculative startup, it’s one of America’s largest tech firms, suddenly trading at bubble-era valuations. The AI boom has inflated the S&P 500 and Nasdaq to record highs. This run-up is the latest development that has led investors to wonder: Will the AI bubble pop?

Yes, it will.

But what won’t pop is intelligence itself. While Wall Street bids up mega-models with billion-dollar burn rates, AI is producing measurable returns elsewhere in transformational, if less glamorous, ways. 

Take Austin, Texas, where an on-premise AI-system helped local government process building permits in days instead of months. No spectacle. No headlines. Just efficiency gains that will outlast the market cycle.

That’s the point too often missed in the frenzy. Mega-models attract headlines, consume billions in capital, and struggle to demonstrate sustainable economics. Meanwhile, smaller, domain-specific systems are already delivering efficiency gains, cost savings and productivity improvements. The smart play isn’t to abandon AI, but to pivot toward models and deployments that will endure.

We’ve seen this movie before. Netscape once symbolized the internet revolution. Its spectacular IPO made headlines; its decline made history. But the collapse of early web darlings didn’t kill the internet, it revealed that the real value lay not in browsers but in the infrastructure beneath them.

AI stands at the same crossroads today. The platforms consumers know best — ChatGPT, Gemini, Claude — are extraordinary feats of engineering, but they don’t represent sustainable AI. They are breathtakingly expensive to run, but free or cheap to use. They deliver entertainment and convenience more than enterprise value. It’s fun to have ChatGPT turn out a poem, nice when it helps you smooth out an email — but it’s not mission-critical.

Economically, the hyperscale model doesn’t hold. Training and maintaining ever-larger systems yields diminishing returns while costs escalate into the billions. That’s why GPT-5 landed with a shrug. Scale alone is no longer impressive.

So what is?

The answer lies in focused deployments. Austin’s permitting office achieved in weeks what bureaucracy had delayed for years. Healthcare systems are running diagnostic models fine-tuned for their specialties that outperform general-purpose LLMs. Financial firms are already relying on BloombergGPT, trained on market data, which delivers better results in its domain than larger consumer platforms. These applications generate tangible ROI and do so sustainably.

The principle is simple: a massive general-purpose model can do many things at a passable level, but it rarely excels. A leaner system, built for a specific function and deployed thoughtfully, can deliver speed and accuracy where it matters most and at a fraction of the cost. This is the strategic, cost-effective way forward: integrate AI in tactical ways that directly serve the business, rather than chasing the illusion of a one-stop shiny new AI technology.

Think of it as staffing a project: 100 average consultants won’t outperform five experts.

Where the data lives matters just as much. Lighter models can be optimized to run locally on edge devices or inside secure enterprise facilities instead of depending on costly, centralized infrastructure. At webAI, for example, we’ve been able to shrink models by nearly a third while preserving accuracy. That changes the economics completely. Instead of routing every query through an expensive cloud data center, intelligence sits closer to the data it serves, making it cheaper, faster, more resilient and more secure. Just as important, enterprises retain ownership of their data and the insights built on it, which is not possible when relying solely on hyperscale providers.

Companies tied exclusively to mega-models are exposed to spiraling costs, energy scrutiny, and security vulnerabilities. Decentralized, specialized AI avoids those traps. IT also offers resilience and puts businesses on firmer ground for the regulatory scrutiny that is sure to come.

With this in mind, smart techno-optimists and AI investors need not panic when headlines warn of an “AI winter.” Yes, some companies will collapse under the weight of unsustainable economics, just as many did after the dot-com crash. But AI itself isn’t going away. It’s evolving toward networks of specialized systems that work together more like a city grid rather than a skyscraper.

For executives, the takeaway is clear: avoid chasing scale for its own sake. Instead, invest in AI systems that are efficient, close to your data, and tailored to specific business needs. Build for sustainability, not spectacle.

When the next AI earnings cycle sends markets into another frenzy, remember Austin’s building permits. The businesses building lean, domain-specific intelligence won’t be watching their valuations with the same anxiety. AI isn’t going back in the box. But the future won’t be bigger at all costs — it will be smarter, leaner and built for staying power.

The opinions expressed in Fortune.com commentary pieces are solely the views of their authors and do not necessarily reflect the opinions and beliefs of Fortune.

Fortune Global Forum returns Oct. 26–27, 2025 in Riyadh. CEOs and global leaders will gather for a dynamic, invitation-only event shaping the future of business. Apply for an invitation.



Source link

Continue Reading

Business

Netflix’s $5.8 billion breakup fee for Warner among largest ever

Published

on



Netflix Inc.’s $72 billion acquisition of Warner Bros. Discovery Inc. includes one of the biggest breakup fees of all time — a $5.8 billion penalty that Netflix has agreed to pay its target if the deal falls apart or fails to win regulatory approval.

At 8% of the deal’s equity value, the fee is well above the average even in big-ticket dealmaking, signaling Netflix executives’ confidence they can convince global antitrust watchdogs to let the transaction go ahead. The average breakup fee in 2024 was equal to about 2.4% of the total transaction value, according to a report from Houlihan Lokey.

Netflix’s multibillion-dollar pledge is also a sign of how heated the bidding war got for control of the iconic Hollywood studio. As part of a sweetened proposal earlier this week, rival suitor Paramount Skydance Corp. had more than doubled the proposed breakup fee in its offer to $5 billion.

Warner Bros., meanwhile, would have to pay a $2.8 billion reverse breakup fee if its shareholders vote down the deal. If Warner Bros. were to accept a rival offer, the new buyer, in effect, would be on the hook for that fee.

Here are some of the biggest breakup fees in M&A history, according to data compiled by Bloomberg:

AOL/Time Warner Inc.

Deal value: $160 billion 

America Online Inc. agreed to pay a fee of about $5.4 billion if it backed out of its agreement to buy Time Warner Inc. Time Warner would pay about $3.9 billion if it broke up the transaction under certain conditions.

Percentage of deal value: 3.4%

Outcome: Completed

Pfizer/Allergan

Deal value: $160 billion

The breakup fee could have been as high as $3.5 billion, but the merger had a contingency that it would be lower if there were changes to tax law. Pfizer ended up paying just $150 million after the US cracked down on corporate tax inversions 

Percentage of deal value: 2.2% (but paid less than 0.1%)

Outcome: Terminated

Verizon/Verizon Wireless

Deal Value: $130 billion

Breakup Fee: This deal for Vodafone’s stake in Verizon Wireless was complicated. Verizon promised to pay a breakup fee to Vodafone of $10 billion if it couldn’t get financing for the deal, or $4.64 billion if its board changed its recommendation to shareholders to vote in favor of the transaction. Meanwhile, Vodafone would have owed $1.55 billion to Verizon if its board changed its mind, and either side would have had to pay $1.55 billion to the other if shareholders turned down the transaction. Vodafone also would have had to pay that $1.55 billion if an unfavorable tax ruling made it too onerous to complete the deal. 

Percentage of deal value: 7.7%

Outcome: Deal completed

AB InBev/SAB Miller

Deal value: $103 billion

Breakup fee: AB InBev agreed to pay a breakup fee of $3 billion if it failed to get approval from regulators or shareholders and instead walked away from what was then the biggest corporate takeover in UK history. 

Percentage of deal value: 2.9% 

Outcome: Completed

AT&T/T-Mobile USA

Deal Value: $39 billion 

Breakup fee: AT&T agreed to pay Deutsche Telekom a $3 billion breakup fee in cash, as well as transferring radio spectrum to T-Mobile and striking a more favorable network-sharing agreement. 

Percentage of deal value: 7.7%

Outcome: Withdrawn after regulatory opposition

Google/Wiz

Deal value: $32 billion

The companies agreed that Google would pay a breakup fee of about $3.2 billion — a huge chunk of the transaction value — if the deal didn’t close.

Percentage of deal value: 10% 

Outcome: Completed



Source link

Continue Reading

Business

A Thanksgiving dealmaking sprint helped Netflix win Warner Bros.

Published

on



The Netflix Inc. plans that clinched the deal for Warner Bros. Discovery Inc. started to shape up around Thanksgiving. 

deadline was looming: Warner Bros. had asked bidders, which also included Paramount Skydance Corp. and Comcast Corp., to have their latest proposals and contracts in by the Monday after the holiday, following a round about a week earlier. The suitors were told to put their best foot forward.

While most Americans were watching football and feasting on turkey, Netflix executives and advisers hunkered down to finalize a binding offer and a $59 billion bridge loan from banks, one of the biggest of its kind. That gave the streaming company the ammunition to make a mostly cash-and-stock bid that helped it prevail over Comcast and David Ellison’s Paramount, according to people familiar with the matter.

The resulting $72 billion deal, announced Friday, is set to bring about a seismic shift in the entertainment business — if it can survive intense regulatory scrutiny and a potential fight from Paramount. This account of Netflix’s surprise victory in the biggest M&A auction of the year is based on interviews with half a dozen people involved in negotiations. They asked not to be identified because the details are confidential.

The sales process had kicked off with several unsolicited bids from Paramount Skydance, itself a newly formed company after a merger this year orchestrated by Ellison. He’s now the studio’s chief executive officer and controlling shareholder, with backing from his father, Oracle Corp. billionaire Larry Ellison. 

Paramount’s early move gave it a head start in the bidding process weeks before other would-be buyers got access to information. But the post-Thanksgiving deadline for second-round bids became a turning point by giving Netflix time to catch up and assemble the documents it needed, some of the people said. And since the streaming giant was bred in the fast-paced ethos of Silicon Valley, it could move quickly. 

When the binding bids arrived that Monday, Netflix’s offer emerged as superior, the people said.

One issue was the Warner Bros. camp had doubts about how Paramount would pay for the company, which owns sprawling Hollywood studios, the HBO network and a vast film and TV library. Paramount’s offer included financing from Apollo Global Management Inc. and several Middle Eastern funds, and it had conveyed that its bid was fully backstopped by the Ellisons. Still, Warner Bros. executives were privately concerned about the certainty of the financing, people familiar with the matter said.

Representatives for Netflix and Warner Bros. declined to comment.

‘Noble’ vs ‘Prince’

In the weeks leading up to the finale, Warner Bros. advisers set up war rooms at various hotels in midtown Manhattan. A core group holed up at the Loews Regency, which has long been a convening spot for the city’s movers and shakers.

Inside Warner Bros., the situation was known as “Project Sterling.” The company called itself by the code name “Wonder.” The team referred to Netflix as “Noble,” while Paramount was “Prince” and Comcast was “Charm.”

At Netflix, Chief Financial Officer Spencer Neumann served as the point man while corporate development head Devorah Bertucci organized people day-to-day. Chief Legal Officer David Hyman and Spencer Wang, vice president of finance, investor relations and corporate development, also were key architects, with all of them reporting into co-CEOs Ted Sarandos and Greg Peters.

The contours of the deal were shaped in a way befitting of a tech company: mostly over video chat or phone rather than in person. Virtual war rooms were set up. While strategizing or discussing diligence on Zoom, participants would raise virtual hands or make suggestions over chat rather than unmuting and slowing down the meeting. Google Docs were used to review and edit documents together in real time.

Talks heated up this week, with Warner Bros. advisers in continuous dialogue with the bidders and negotiating contract language and value. Comcast said it would merge its NBCUniversal division with Warner Bros. Paramount offered to more than double its proposed breakup fee to $5 billion to sweeten its deal and outshine rivals. 

In the end, Warner Bros. determined Netflix had the best offer and the company was the most flexible on key terms. On Wednesday, Paramount lobbed an aggressively worded letter to Warner Bros. board saying the sales process was “tainted.” It also identified what it saw as regulatory risks in the Netflix proposal, one sign that a winning outcome was slipping away for Paramount. 

Netflix found out Thursday evening New York time that it had won. Executives and advisers were assembled on a video call when they got the official word, sparking a moment of jubilation before everyone snapped into action. By 10:25 p.m., Bloomberg News broke the news that a deal was imminent. 

Even Sarandos made it sound like the ending was a twist on a conference call with investors. “I know some of you are surprised that we’re making this acquisition, and I certainly understand why,” he said. “Over the years, we have been known to be builders, not buyers.”

Regardless of whether Paramount reemerges to try and top the bid, Netflix will have work ahead of it. It has agreed to pay a $5.8 billion breakup fee to Warner Bros. if the transaction fails on regulatory grounds. The company also has to digest its largest acquisition ever.

“It’s going to be a lot of hard work,” co-CEO Peters said on the conference call. “We’re not experts at doing large-scale M&A, but we’ve done a lot of things historically that we didn’t know how to do.”



Source link

Continue Reading

Business

‘Its own research shows they encourage addiction’: Highest court in Mass. hears case about Instagram, Facebook effect on kids

Published

on



Massachusetts’ highest court heard oral arguments Friday in the state’s lawsuit arguing that Meta designed features on Facebook and Instagram to make them addictive to young users.

The lawsuit, filed in 2024 by Attorney General Andrea Campbell, alleges that Meta did this to make a profit and that its actions affected hundreds of thousands of teenagers in Massachusetts who use the social media platforms.

“We are making claims based only on the tools that Meta has developed because its own research shows they encourage addiction to the platform in a variety of ways,” said State Solicitor David Kravitz, adding that the state’s claim has nothing to do the company’s algorithms or failure to moderate content.

Meta said Friday that it strongly disagrees with the allegations and is “confident the evidence will show our longstanding commitment to supporting young people.” Its attorney, Mark Mosier, argued in court that the lawsuit “would impose liabilities for performing traditional publishing functions” and that its actions are protected by the First Amendment.

“The Commonwealth would have a better chance of getting around the First Amendment if they alleged that the speech was false or fraudulent,” Mosier said. “But when they acknowledge that its truthful that brings it in the heart of the First Amendment.”

Several of the judges, though, seem to more concerned about Meta’s functions such as notifications than the content on its platforms.

“I didn’t understand the claims to be that Meta is relaying false information vis-a-vis the notifications but that it has created an algorithm of incessant notifications … designed so as to feed into the fear of missing out, fomo, that teenagers generally have,” Justice Dalila Wendland said. “That is the basis of the claim.”

Justice Scott Kafker challenged the notion that this was all about a choose to publish certain information by Meta.

“It’s not how to publish but how to attract you to the information,” he said. “It’s about how to attract the eyeballs. It’s indifferent the content, right. It doesn’t care if it’s Thomas Paine’s ‘Common Sense’ or nonsense. It’s totally focused on getting you to look at it.”

Meta is facing federal and state lawsuits claiming it knowingly designed features — such as constant notifications and the ability to scroll endlessly — that addict children.

In 2023, 33 states filed a joint lawsuit against the Menlo Park, California-based tech giant claiming that Meta routinely collects data on children under 13 without their parents’ consent, in violation of federal law. In addition, states including Massachusetts filed their own lawsuits in state courts over addictive features and other harms to children.

Newspaper reports, first by The Wall Street Journal in the fall of 2021, found that the company knew about the harms Instagram can cause teenagers — especially teen girls — when it comes to mental health and body image issues. One internal study cited 13.5% of teen girls saying Instagram makes thoughts of suicide worse and 17% of teen girls saying it makes eating disorders worse.

Critics say Meta hasn’t done enough to address concerns about teen safety and mental health on its platforms. A report from former employee and whistleblower Arturo Bejar and four nonprofit groups this year said Meta has chosen not to take “real steps” to address safety concerns, “opting instead for splashy headlines about new tools for parents and Instagram Teen Accounts for underage users.”

Meta said the report misrepresented its efforts on teen safety.

___

Associated Press reporter Barbara Ortutay in Oakland, California, contributed to this report.



Source link

Continue Reading

Trending

Copyright © Miami Select.