Brand Stories
How artificial intelligence could solve America’s debt crisis
metamorworks // Shutterstock
How artificial intelligence could solve America’s debt crisis
With the enactment of the One Big Beautiful Bill pushing America’s debt-to-GDP ratio further into dangerous territory, a sudden political pivot towards fiscal discipline seems unlikely. Policy-makers have made it abundantly clear that they are not going to stop spending.
Economists have responded by projecting our debt/GDP levels will go from nearly 100% today to 120%+ over the next 10 years. Only countries like Italy, Greece, Sudan, and Japan are in a worse position. The market’s response? Long-term interest rates are at the highest level in nearly 20 years, impacting mortgage rates, the cost of student loans, and corporations’ ability to borrow money and create jobs.
Key Takeaways
- AI productivity gains could solve America’s mounting federal debt crisis through GDP growth.
- Artificial intelligence delivers disinflationary pressure while boosting tax revenues and economic output.
- U.S. debt-to-GDP ratio approaching 120% requires AI-driven productivity revolution for stabilization.
- Technology innovation creates net job growth despite automation, with 78 million new roles projected.
With the enactment of the One Big Beautiful Bill pushing America’s debt-to-GDP ratio further into dangerous territory, a sudden political pivot towards fiscal discipline seems unlikely. Policy-makers have made it abundantly clear that they are not going to stop spending.
Economists have responded by projecting our debt/GDP levels will go from nearly 100% today to 120%+ over the next 10 years. Only countries like Italy, Greece, Sudan, and Japan are in a worse position. The market’s response? Long-term interest rates are at the highest level in nearly 20 years, impacting mortgage rates, the cost of student loans, and corporations’ ability to borrow money and create jobs.
Range
With no spending restraint in sight, the most compelling argument for optimism lies not in Washington but in Silicon Valley—and increasingly, in every sector of the economy that’s beginning to harness artificial intelligence.
Range sees one credible path to stabilize this debt burden and put a ceiling on long-term rates: AI-driven productivity gains.
Just like in any household, Americans can afford to spend more as a country if they’re making more income. AI-driven increases in productivity could accelerate GDP growth while also reducing inflation and bringing down interest rates. Higher growth and lower interest rates as a result of AI could be a panacea for the markets.
Why Productivity Matters
Here’s some context on the relationship between productivity and GDP. While there are several models to measure and forecast GDP, a simple one that the Congressional Budget Office uses for its own long-term GDP projections assumes:
Real GDP Growth = Labor Growth(x labor contribution) + Capital Growth(x capital contribution) + Productivity
Of these variables, changes in productivity have the largest impact on GDP growth. Technological innovation has been the driver of productivity over the course of history.
Enter AI: The Great Productivity Catalyst
Artificial Intelligence is not an incremental innovation—this is not akin to going from 4G to 5G cellular service. AI is a general-purpose technology revolution on par with the steam engine, electricity, or the internet itself.
Groundbreaking technology like this one has a way of setting the economy into hyperdrive. From the 1970s to the early 1990s, productivity growth languished below 1%. Then came the dot-com revolution, and productivity exploded toward 2%. That technological shift played a key role in creating a virtuous economic cycle that helped drive the budget surpluses of the late 1990s.
The AI productivity thesis works through multiple channels:
- Direct Economic Growth: AI-driven productivity gains can translate directly into higher GDP. When the same inputs produce more output, the economy grows faster without requiring additional resources.
- Increased Tax Revenues: Higher productivity usually leads to higher corporate profits, wages, and economic activity—all of which generate increased tax receipts. More government revenue means less need to borrow.
- Disinflationary Pressure: Less government borrowing leads to lower inflationary pressure. In addition, productivity improvements reduce the cost of producing goods and services, which slows down inflation.
- Improved Debt Dynamics and Lower Rates: Lower inflation allows the Federal Reserve to maintain a more accommodative monetary policy. In addition to stimulating the economy through cheaper borrowing costs, lower interest rates allow the government to spend less on interest expense and redeploy those funds back into the private sector instead, further stimulating the economy.
Range
A combination of higher GDP and lower debt growth improves the debt-to-GDP ratio from both sides of the equation. If AI delivers even modest incremental productivity gains of 1-1.5% annually, the U.S. could potentially maintain or reduce current debt-to-GDP levels despite continued spending growth.
This isn’t far-fetched—there are already measurable productivity improvements as AI tools become integrated across industries. As AI adoption increases, these productivity gains could permeate through the economy and allow the U.S. to “grow its way” out of the current fiscal hole it’s in even if the spending addiction is never addressed.
Will AI Take Our Jobs?
The potential positives of AI-led productivity are meaningful, but at what cost will Americans see these benefits? Many want to know: “Will AI take our jobs?”
If history is any guide, the answer is…“probably”. In the early 1800s, around 70% of the population was employed in agriculture. Today, on-farm workers represent less than 2% of the workforce. Similarly, in the 1950s, around 30% of workers were employed in manufacturing jobs. Today, that number is less than 10%
But throughout history, when technological innovation eliminates jobs, it creates new ones as well. Remarkably, 60% of the jobs people are employed in today didn’t exist in 1940. That means nearly 90% of employment growth over the last 80 years resulted from technology creating entirely new categories of work.
This pattern is already emerging with regard to AI. Companies are beginning to hire prompt engineers, AI ethicists, and image annotators who train machine learning models. At Range, we’ve hired CFPs, CPAs, and CFAs as critical subject matter experts working alongside our engineers to help build and validate our AI-powered technology. These aren’t traditional roles—they represent the emergence of new types of knowledge workers who combine domain expertise with technological fluency.
In aggregate, while technological innovation has led to significant gains in productivity, there are more people employed today than ever, and the unemployment rate is low by historic standards. The World Economic Forum’s Future of Jobs Report estimates macrotrends like artificial intelligence and related technologies will create 170 million new jobs globally by 2030, while displacing 92 million existing roles, signaling a net gain of 78 million new roles this decade. In spite of fear-mongering often seen from the media, the country could see the advancement of AI bolster job growth as opposed to derailing it.
Bumps Along the Way
The path outlined may not be linear. AI-led productivity gains might take longer to materialize than anticipated, or could initially be concentrated in fewer sectors than hoped. Markets may struggle to price the timing and magnitude of AI’s impact on productivity while grappling with current fiscal realities. In the meantime, elevated rates and other inflationary pressures may hamper economic growth and tighten access to capital markets, delaying the innovation cycle.
Disruption is also expected with a volatile transition period. Not everyone will benefit at the same time or in the same way. For every “AI Winner”, there may be a Kodak or a Best Buy—companies that don’t make it along the way. Furthermore, ensuring these productivity gains translate into broad-based wage growth will be critical. If the benefits are concentrated among a small number of firms and capital owners, it could exacerbate different societal challenges.
But people are already witnessing the very real positive effects AI is having on some of the world’s largest and most impactful companies. These organizations are demonstrating measurable increases in productivity and capacity while simultaneously lowering operational costs—and markets are rewarding these improvements with significant share value appreciation.
The Path Forward
The debt problem is real, and lawmakers are not acting to address it. But rather than resigned pessimism, the AI revolution offers a plausible path toward economic growth that could outpace our debt accumulation. Technological innovation has historically provided solutions when political processes have reached impasses, and that could be exactly what bails us out.
For investors navigating today’s technological and fiscal climate, it’s as important as ever to have diversified portfolios. However, maintaining significant exposure to U.S. markets is key—a growing deficit should not deter this. The U.S. has commanding advantages in AI and tech development: It is a global leader in R&D spending and houses the majority of the world’s top AI researchers. The largest and most innovative technology companies remain U.S.-based and continue posting impressive growth rates. It’s important to maintain exposure to these extraordinary businesses.
The question here isn’t whether AI will transform the economy—that’s already happening. The question is whether this transformation will occur quickly and broadly enough to provide the productivity growth needed to save our economy from potentially falling into a debt spiral. Based on current trajectories, there’s substantial reason for optimism.
This story was produced by Range and reviewed and distributed by Stacker.
Brand Stories
Artificial intelligence meets art in China with first robot PhD student

At the 2025 World Artificial Intelligence Conference held in Shanghai on July 27, a groundbreaking moment in AI history unfolded as a humanoid robot named Scholar 01, also referred to as Xueba 01, became the first AI in China to be officially admitted as a full-time PhD student.
Scholar 01, created by Professor Li Qingdu’s team at the University of Shanghai for Science and Technology, has been accepted into the PhD program at the Shanghai Theatre Academy — one of China’s top arts institutions, according to the South China Morning Post.
Scholar 01 is an advanced embodied AI built upon the previous success of the Walker II robot, which had earlier gained recognition by finishing third in the world’s first humanoid half-marathon in Beijing. The upgraded design incorporates the mechanical efficiency of Walker II and elements from the Rena humanoid platform, giving the robot lightweight, energy-efficient, tendon-based bionic movement.
The robot was produced by Zhuoyide Robotics, a company emerging from the university’s research into robotics and embodied intelligence. Its visual design and styling were led by Professor Yang Qingqing of STA, aiming to create a more humanlike appearance.
Scholar 01 stands 1.75 meters tall, weighs about 30 kilograms, and features a silicone-skinned face capable of expressive facial gestures. Dressed like a typical academic—with glasses, shirt, and trousers—the robot interacts in Mandarin and was designed to physically engage with people in an intuitive and humanlike way. Upon his formal admission to STA, he enrolled in a four-year doctorate program in Drama and Film, with a focus on traditional Chinese opera. Scholar 01 is scheduled to report to campus on September 14.
The project is part of a larger initiative at STA to fuse technology with the arts, exploring how AI might play a role in cultural and creative domains. According to Yang, when Xueba 01 performed the iconic “orchid fingers” gesture associated with opera legend Mei Lanfang, human students spontaneously mimicked the robot, describing the interaction as an “aesthetic exchange across species.”
Scholar 01 refers to himself as an “AI artist” and intends to use technology to reinterpret traditional performance arts. Potential career paths post-graduation include working as an AI opera director or launching his own robotic art studio.
However, reactions to the announcement have been mixed. Some welcomed the move as a milestone in human-robot collaboration, while others expressed scepticism. Critics questioned whether a robot, lacking emotional depth and lived experience, could truly understand and perform expressive arts like Chinese opera.
Concerns were also raised about resource allocation, with some noting that human PhD students often receive limited financial support, sparking debate over whether such investments in AI take away from human education.
By Nazrin Sadigova
Brand Stories
It’s official – a simple spider has exposed the limitations of artificial intelligence by confounding the most sophisticated visual recognition systems of the moment

Mother nature is quite mysterious and some of the creatures that surround us are fascinating for plenty of reasons, but one of the most surprising ones is their ability to camouflage as other animals or plants to camouflage in their environment. While in many cases this is just a passing resemblance that does not hold up from close up, there is one particular spider that has even managed to fool artificial intelligence with its pattern. It is called a jumping spider, and it has been known to resemble a bee.
A team of biologists at the University of Cincinnati decided to study this phenomenon when the pandemic restricted fieldwork. Since they still needed research to work on, they changed their approach to working with computer vision. Their question was simple: could a computer trained to tell spiders from insects get confused by a spider that looks like a wasp?
The jumping spider is a very curious insect
Surprisingly, the answer turned out to be a resounding “yes”. The spider they focused on is Maratus vespa, an Australian jumping spider discovered back in 2015 by researcher Jurgen Otto. This spider has a very unique trait, and that is that when the male courts a mate, he flashes the underside of his abdomen, which looks a lot like a wasp’s head. He also flares out side flaps, reshaping himself into something like a guitar pick and both of those things together can make it seem like it is a wasp, hence the name.
While up close the illusion does not hold up forever, many have been fooled by this insect, but, would artificial intelligence fall for the trick? To find out, the researchers trained a computer vision model with images from 62 species, including flies, mantises, wasps, and different kinds of spiders, and it usually did well in identifying the creatures presented, but when it came to Maratus vespa and its close relatives, it kept being confused.
According to the study, the artificial intelligence misclassified some species more than 20% of the time, often labeling them as wasps. Considering that this transformation was probably the result of an evolutionary effort to scare off predators, including other spiders, it is perhaps a good thing that this jumping spider can fool us all. The thing that researchers are still pondering about is the fact that they use this camouflage ability in their courting ritual.
Lead researcher Olivia Harris put it best “Why would a spider want to look like a wasp, which is a predator of spiders, especially as a primary element of its courtship display?” The answer was surprising, when a female notices what looks like a wasp, she pauses, and then the male breaks the illusion.
UC Associate Professor Nathan Morehouse, a study co-author, explains “Females will not be fooled forever. If they were, they would be robbed of the ability to make mate choices, which would put the species at a long-term disadvantage. It’s beneficial for the males to break the illusion. […] They use predator cues to manage attention and put the female on her back foot — or feet. There’s a lot of nuance to this interaction for the males to remain safe and for the courtship to have beneficial outcomes for both.”
What this means is that this spider is using what is called sensory exploitation, an evolutionary strategy where one animal hijacks another’s instincts for its own benefit. In this case, the male spider gets the female to look his way by pretending to be something dangerous, and when they get their attention, shift into a mating dance that will entice them further, at least giving the male a chance to mate with a partner.
Brand Stories
Reddit CEO Steve Huffman Says AI Learns From Us, Doesn’t Invent Knowledge: ‘Can’t Have Artificial Intelligence Without Actual Intelligence’ – Microsoft (NASDAQ:MSFT), Palantir Technologies (NASDAQ:PLTR)

Reddit Inc. RDDT CEO Steve Huffman believes the future of artificial intelligence relies fundamentally on human input—not machine invention.
Reddit CEO Defends Human-Centric Data
During Reddit’s second-quarter earnings call on Thursday, Huffman said that AI technologies are built on the foundation of real human conversation and community insights.
“In an automated world that depends on human knowledge, we view Reddit as one of the most important and differentiated data sources,” Huffman said. “AI doesn’t invent knowledge. It learns from us—from real people sharing real perspectives.”
“You can’t have artificial intelligence without actual intelligence,” he added.
Microsoft Report Flags Job Disruption Risks
Huffman’s remarks come amid growing debate over how AI tools—like OpenAI’s ChatGPT, Midjourney and other generative models—are reshaping the nature of work.
While many fear AI will replace human jobs, Huffman argues that it’s enhancing the value of authentic, human-generated data.
His comments also echo broader industry concerns and insights. A new Microsoft Corporation MSFT report highlighted how generative AI will likely disrupt roles like writers, translators and customer service agents—while sparing jobs requiring manual dexterity or real-world presence.
The study has identified 40 occupations at high risk from AI and 40 that are considered more secure.
Experts Clash On AI Empowering Or Replacing People
Meanwhile, economists like Craig Shapiro have warned that AI-driven job losses may require fiscal and regulatory intervention, while voices like Palantir Technologies PLTR CTO Shyam Sankar and ARK Invest CEO Cathie Wood debate whether AI is empowering or destabilizing America’s workforce.
Reddit Crushes Q2 Earnings Estimates As Shares Surge Nearly 18%
Reddit posted second-quarter revenue of $499.6 million, beating Wall Street’s expectations of $424.73 million. Earnings came in at 48 cents per share, well above analyst estimates of 19 cents.
Price Action: Reddit shares surged 17.87% in after-hours trading after posting robust earnings, according to Benzinga Pro data.
According to Benzinga’s Edge Stock Rankings show that RDDT continues to exhibit strong upward momentum across short, medium and long-term periods. More detailed performance insights are available here.
Read Next:
Disclaimer: This content was partially produced with the help of AI tools and was reviewed and published by Benzinga editors.
Photo courtesy: Henry Franklin/Shutterstock
-
Brand Stories2 weeks ago
Bloom Hotels: A Modern Vision of Hospitality Redefining Travel
-
Brand Stories1 week ago
CheQin.ai sets a new standard for hotel booking with its AI capabilities: empowering travellers to bargain, choose the best, and book with clarity.
-
Destinations & Things To Do2 weeks ago
Untouched Destinations: Stunning Hidden Gems You Must Visit
-
Destinations & Things To Do1 week ago
This Hidden Beach in India Glows at Night-But Only in One Secret Season
-
AI in Travel2 weeks ago
AI Travel Revolution: Must-Have Guide to the Best Experience
-
Brand Stories4 weeks ago
Voice AI Startup ElevenLabs Plans to Add Hubs Around the World
-
Brand Stories3 weeks ago
How Elon Musk’s rogue Grok chatbot became a cautionary AI tale
-
Asia Travel Pulse4 weeks ago
Looking For Adventure In Asia? Here Are 7 Epic Destinations You Need To Experience At Least Once – Zee News
-
AI in Travel4 weeks ago
‘Will AI take my job?’ A trip to a Beijing fortune-telling bar to see what lies ahead | China
-
Brand Stories4 weeks ago
ChatGPT — the last of the great romantics
You must be logged in to post a comment Login