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AI Threatens World With ‘Mad Max’ Jobs Market Warns Top Economist

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As AI reshapes the labor market, the real threat may not be unemployment — it could be something subtler and more corrosive: the collapse in what skills are worth.

That’s according to MIT economist David Autor, who made the comments in an interview released Wednesday on the “Possible” podcast, hosted by LinkedIn cofounder Reed Hoffman.

Autor warned that rapid automation could usher in what he calls a “Mad Max” scenario — a world where jobs still exist, but the skills that once generated wages become cheap and commoditized.

“The more likely scenario to me looks much more like Mad Max: Fury Road, where everybody is competing over a few remaining resources that aren’t controlled by some warlord somewhere,” he said.

The reference, drawn from the dystopian film series set in a post-collapse world of scarcity and inequality, captures Autor’s fear that AI could concentrate wealth and power at the top while leaving most workers to fight over what’s left.

While several economists and some tech CEOs worry AI could displace millions of workers, Autor argued that the damage may play out differently, through the devaluation of once-valuable skills.

“The threat that rapid automation poses — to the degree it poses as a threat — is not running out of work, but making the valuable skills that people have highly abundant so they’re no longer valuable,” he said.

He pointed to roles like touch typists, factory technicians, and even taxi drivers as examples — all skilled, well-paying jobs that technology has downgraded or, in some cases, replaced.

“It used to be that touch typing was a very valuable skill. Not so much anymore,” he said.

This doesn’t mean people will be unemployed, he added. Instead, many are likely to shift into lower-paid service jobs — in food service, cleaning, security — that require little training and offer minimal pay.

“Automation can either increase the expertise of your work by eliminating the supporting tasks and allowing you to focus on what you’re really good at,” he said.

“Or, it can descale your work by automating the expert parts and just leaving you with a sort of last mile.”

Autor’s concern is increasingly reflected in the corporate world.

A May Salesforce study projected that 23% of workers will be redeployed over the next two years as AI adoption surges, and even employees who stay in their current roles will see them evolve.

Tech executives, meanwhile, are placing a growing premium on adaptability, creativity, and the ability to work with AI tools, not just technical specialization.

To avoid a future where technology widens inequality, Autor said we must intentionally design AI to support workers.

“As my friend Josh Cohen, a philosopher, likes to say, ‘The future is not a forecasting exercise — it’s a design exercise, you’re building it.'”

“And so, breaking our way is not just a matter of luck. It’s a matter of making good collective choices, and that’s extremely hard to do.”

For Autor, the best place to start is by focusing AI where it can do the most good: expanding access to healthcare, education, and meaningful work.

“Healthcare and education — two activities that in the United States has 20% GDP, a lot of it public money, actually — this is where there’s such a great opportunity where AI could be a tool that could be so helpful to us in a way that other tools have not been.”

“Many of these things are feasible,” he continued. “If we think we’re not going to do them, it’s not because we couldn’t do them. It’s because we’re somehow not delivering on what is feasible.”





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AI company Anthropic to pay authors $1.5 billion in landmark settlement

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Big numbers often get thrown around in the aftermath of legal battles, as judges hand down judgements—or attorneys arrange settlement amounts—in the tens, or hundreds, of millions of dollars. Still, even jaded legal observers can occasionally run into a genuinely daunting number while parsing this stuff. Like, say, the $1.5 billion settlement that AI company Anthropic has agreed to pay in the ongoing class-action suit against it, launched by authors who said the company infringed on their copyrighted works by feeding them as training data to its “AI assistant” Claude. Sure, parts of that sum (calculated at $3,000 per work for a staggering number of works, and with its first $300 million installment due just five days after the settlement is approved) might potentially vanish in a puff of future bankruptcy. But it’s still the “largest publicly reported copyright recovery in history,” according to legal documents from the authors’ attorneys.

That being said, the win here on the wider AI front is quite a bit less clear than “hand our clients the annual estimated GDP of Grenada” might suggest. Yes, U.S. District Judge William Alsup set the stage for Anthropic to eat that massive price tag by ruling that the company clearly violated copyright agreements via how it acquired the books it fed into its own personal woodchipper. (I.e., downloading pirated datasets of millions of books that had been floating around the internet.) And, yes, the settlement will require Anthropic to destroy those “shadow library” datasets in its possession. (But notably, with no actual changes to the Claude large language model itself.) Most critically, though, back in June, Alsup also ruled that “reproducing purchased-and-scanned books to train AI” falls under fair use, calling the case “exceedingly transformative” as a justification for the designation.

As such, both sides in the fight issued statements claiming a form of victory today, with the authors’ side focusing mostly on the massive size of the settlement amount. Anthropic, meanwhile—which has been backed in the past with more than $6 billion in contributions from Amazon and Google—focused its statements on the legal precedent it achieved in the case: “In June, the District Court issued a landmark ruling on AI development and copyright law, finding that Anthropic’s approach to training AI models constitutes fair use. Today’s settlement, if approved, will resolve the plaintiffs’ remaining legacy claims.” What this likely means is that AI companies aren’t going to slow down—especially with, say, a $1.5 billion mortgage suddenly hanging over their heads—but simply become a lot more choosy about how they get their training data.

[via Deadline]




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Broadcom Inc. Reports Record Revenue Amid AI Growth

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Broadcom Inc. ((AVGO)) has held its Q3 earnings call. Read on for the main highlights of the call.

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The recent earnings call from Broadcom Inc. showcased a strong performance in AI semiconductors and infrastructure software, with record revenues and a solid backlog. Despite some challenges in the non-AI semiconductor segment and pressures on gross margins due to product mix, the overall sentiment was optimistic. The positive highlights significantly outweighed the lowlights, indicating a promising outlook for future growth, particularly in AI.

Record-Breaking Revenue and Growth

Broadcom Inc. reported a record total revenue of $16 billion, marking a 22% increase year-on-year. This impressive growth was primarily driven by the strong performance in AI semiconductors and the expansion of VMware. The company’s ability to achieve such significant revenue growth underscores its strategic focus on high-growth areas.

AI Semiconductor Growth

The AI semiconductor segment was a standout performer, generating $5.2 billion in revenue, which represents a 63% increase year-on-year. This marks the 10th consecutive quarter of robust growth in this segment. Looking ahead, Broadcom forecasts AI semiconductor revenue to reach approximately $6.2 billion in Q4, up 66% year-on-year, highlighting the company’s leadership in this rapidly expanding market.

Infrastructure Software Segment Performance

Broadcom’s infrastructure software segment also delivered strong results, with revenue reaching $6.8 billion, up 17% year-on-year. The total contract value booked during Q3 was $8.4 billion, reflecting the company’s strength in securing long-term commitments from customers.

Strong Backlog and Bookings

The company’s consolidated backlog reached a record $110 billion, with bookings showing robust growth, particularly in AI. This substantial backlog provides a solid foundation for future revenue and demonstrates strong customer demand across Broadcom’s product lines.

CEO Tenure Extension

In a significant leadership development, Broadcom’s board and CEO Hock Tan have agreed that he will continue as the CEO through at least 2030. This extension provides stability and continuity in leadership, which is crucial for executing the company’s long-term strategic vision.

Non-AI Semiconductor Demand

While the AI segment thrived, the non-AI semiconductor demand remained sluggish, with Q3 revenue of $4 billion flat sequentially. Enterprise networking and service storage experienced sequential declines, with only broadband showing strong growth. This highlights the challenges Broadcom faces in certain segments of its semiconductor business.

Gross Margin Impact

Broadcom anticipates a slight decline in its Q4 consolidated gross margin, down approximately 70 basis points sequentially. This is primarily due to a higher mix of XPUs and wireless revenue, which impacts the overall product mix and margin structure.

Forward-Looking Guidance

During the earnings call, Broadcom provided robust guidance for the upcoming quarter and fiscal year. The company forecasts Q4 2025 consolidated revenue of $17.4 billion, up 24% year-on-year, with AI semiconductor revenue expected to reach $6.2 billion, up 66% year-on-year. Infrastructure software revenue is projected at $6.7 billion, up 15% year-on-year. Broadcom anticipates an adjusted EBITDA margin of 67% for Q4, with continued growth in the AI business and the addition of a significant fourth customer expected to positively impact fiscal 2026.

In summary, Broadcom Inc.’s latest earnings call highlighted a strong performance in AI semiconductors and infrastructure software, with record revenues and a promising outlook for future growth. Despite some challenges in non-AI segments and margin pressures, the overall sentiment was optimistic, driven by significant achievements and robust forward-looking guidance.

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Runway founder Cristóbal Valenzuela wants Hollywood to embrace AI

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At 84, veteran mogul John Malone is still a power broker, hinting at “further consolidation in the media industry” following a recent sit down with David Ellison. Should we be on the lookout for a Warner–Paramount merger? Meanwhile in Vegas, the Sphere’s $100 million Wizard of Oz reimagining leans on AI to expand the visuals and even slip in cameos of David Zaslav and James Dolan. The Directors Guild did not take kindly to the stunt. Partners in Banter Kim Masters and Matt Belloni pull back the curtain on the Sphere’s Emerald City sideshow.

Plus, Masters speaks with Runway co-founder Cristóbal Valenzuela about the role of artificial intelligence in Hollywood. The Chilean-born developer acknowledges that AI may lead to some job losses, but he argues it will ultimately benefit filmmakers. He explains why studios including Lionsgate, Netflix, and Disney are already using Runway’s tools. Plus, he compares the current backlash against AI to the upheaval that followed the introduction of sound in film.





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