When the AI Bubble Bursts: Are We Better Off Than Constant Growth?

The success or failure of artificial intelligence plays a crucial role in the global economy, leading to a sense of impending doom regardless of the outcome.


Job growth has stagnated; wage increases are slowing, particularly in low-wage sectors. Instances of loan defaults are on the rise, accompanied by an increase in bankruptcies. Consumer confidence has plummeted, while imprudent policy actions are taking their toll. President Donald Trump’s trade war has restricted farmers from accessing Chinese markets and cut off manufacturers’ access to rare earth magnets from China. His immigration policies are also adversely affecting labor availability, spanning sectors from agriculture to healthcare. A lengthy government shutdown is on the horizon, with implications for economic growth.

Yet, none of this seems to compare to the AI boom. Amid a plethora of dismal statistics, the reckless investments by a handful of tech companies chasing the elusive dream of superhuman AI are single-handedly fueling economic growth. This surge is propping up business investment and enabling sustained gains in the stock market, propelling consumer spending and enhancing the sentiment of the 60% of Americans who own stocks.


How long can this last? Predicting economic turning points or stock market volatility may be futile, but the fragile state of the American economy suggests we may be heading toward uncertain times. Are we simply satisfied, or how will the AI narrative unfold moving forward?

What if the stock market rise fueled by AI is merely a bubble? Investors are clearly feeling apprehensive. Just last week, the VIX index, known as the financial market’s “fear gauge” that tracks expectations for future stock price movements, reached its highest point since “Emancipation Day” in April, a time when President Trump imposed drastic tariffs that disrupted the markets.

This casts a shadow over the entire AI initiative, as immediate and tangible fears arise. What happens when investors realize that the astounding productivity advancements touted by Silicon Valley could justify the expenditure of billions into increasingly sophisticated AI systems? Trillions in equity could vanish almost overnight.

Gita Gopinath, former chief economist at the IMF, estimates that if the market were to crash, akin to the dot-com bust at the start of this century, $20 trillion in wealth owned by American households and $15 trillion possessed by global investors would be lost.

On the flip side, what if the promise remains intact? Advances in AI in the upcoming months may authenticate Silicon Valley’s productivity visions, with signs of its advantages beginning to manifest in corporate profits. Investors are becoming more comfortable with the elevated valuations of companies like Nvidia, Alphabet, and the rest of the so-called “Magnificent Seven.” Their combined market capitalization now represents approximately a third of the entire S&P 500 index. What kind of world will that create? What implications does a massive leap in productivity hold for humanity?

Stock charts of tech giants that outperform the S&P 500

In economic terminology, heightened productivity is inherently advantageous. It serves as a catalyst for improved living standards. Technological innovation enables the faster and cheaper production of new products and services, thus enhancing productivity. However, it could create inequalities. Consider agricultural laborers, who constituted 40% of jobs in the early 20th century, or administrative roles that became obsolete with the advent of PCs, or horses that lost their economic significance due to the internal combustion engine.

However, generally, workers benefit from higher wages as they adapt to new technologies. Increased wages stimulate demand for new products and create job opportunities. Since the Luddites began dismantling textile machinery in the 19th century, the market price for labor, and consequently wages, has risen tenfold, despite ongoing employment growth.

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Some may contend that AI is no different from tractors or power looms. However, the ambition behind AI is far grander. Certain human tasks are irreplaceable. It aims to emulate human capabilities entirely; in fact, AI pioneers aspire to forge agents that outperform humans in nearly every task. This technology is not merely designed to impose new duties on employees, but is intended to execute all functions at a superior level than human laborers.

This presents a problem traditionally addressed by the labor market: how do individuals earn a living? Redistribution might be a possible solution. Nevertheless, Erik Brynjolfsson of Stanford University asserts that such an arrangement could centralize wealth and authority significantly. He indicates that many will become increasingly reliant on those who control technology, leading society into an equilibrium where the powerless lack means to enhance their circumstances.

Perhaps we should wish for the AI revolution currently unfolding to implode like a bubble. If it bursts, resulting in a global recession, we all face hardship. But after such a collapse, humanity might be positioned to construct something more promising and less perilous from the remnants.

Brynjolfsson points out that the benefits derived from automation are dwarfed by those gained from pioneering new innovations. He proposes that instead of displacing human labor, AI should pursue the development of agents that augment human ability, allowing for the execution of tasks currently beyond human reach. AI is already aiding in the design of new proteins. On a more practical level, it can provide nurses with the technical expertise needed to undertake roles previously exclusive to physicians.

Investment bubbles ultimately leave behind valuable knowledge and infrastructure. The current information ecosystem arose from the debris of the dot-com crash. A century and a half earlier, investors lost significant amounts in the aftermath of a massive investment in British railroads. The British economy sank into a severe recession, yet the bubble left behind miles of crucial railway lines.

Perhaps the impending AI collapse could pave the way to shift technology away from Silicon Valley’s pursuit of creating overtly intelligent, software-driven agents that could replace humans and unleash chaos. Our synthetic version of humanity could expand beyond earthly bounds. Instead, a focus on fostering advancements that genuinely enhance human existence might be achieved.

Source: www.theguardian.com

New Study Reveals No Evidence of Discrepancy in the Hubble Constant

In collaboration with the Chicago-Carnegie Hubble program, astronomers utilizing the NASA/ESA/CSA James Webb Space Telescope have conducted new measurements of the Hubble constant. The findings align with the prevailing Lambda Cold Dark Matter (λCDM) model without necessitating the introduction of additional new physics.

This artist’s illustration depicts the universe’s evolution, starting with the Big Bang on the left. Following this, you can see the microwave background of the universe. The formation of the first stars ends the universe’s dark ages, leading to the creation of galaxies. Image credit: M. Weiss/Harvard – Smithsonian Center for Astrophysics.

“Emerging evidence indicates that standard models of the cosmos remain robust,” stated Professor Wendy Friedman from the University of Chicago.

“While this doesn’t rule out potential inconsistencies with the model in the future, it currently appears consistent concerning the Hubble constant.”

Presently, there are two primary methods for calculating the rate of the universe’s expansion.

The first method involves measuring the residual light from the Big Bang, which still permeates the universe.

This radiation, referred to as the cosmic microwave background, provides astronomers with insights into the universe’s early conditions.

Professor Friedman and her colleagues focus on the second method, which assesses the current rate of expansion in our local astronomical context.

Ironically, this approach poses more challenges than retracing cosmic history due to the difficulty of accurately measuring distances.

Over the last fifty years, scientists have developed several techniques to measure relatively nearby distances.

One method relies on detecting the light from a specific category of stars at their brightest moment when they explode as supernovae at the end of their lifecycle.

By knowing the peak brightness of these supernovae, astronomers can gauge their apparent luminosity and determine the distance.

Further observations reveal how fast the galaxy that the supernova originated from is moving away from us.

Images of CMB radiation captured by the Atacama cosmological telescope, where orange and blue signify differing radiation strengths. Image credit: ACT collaboration.

Professor Friedman has advanced two additional techniques utilizing knowledge from other star types: giant red stars and carbon stars.

However, considerable adjustments are necessary before finalizing these distance measurements.

Astronomers first need to account for cosmic dust that dims the light coming from these distant stars within our galaxy.

It is also critical to verify and correct for any luminosity variations that may occur over time and space.

Lastly, correction for any subtle measurement errors from the instruments utilized is essential.

Fortunately, technological advancements, such as the launch of the more powerful Webb telescope in 2021, have enabled scientists to refine these measurements significantly.

“We have more than doubled the sample of galaxies used to calibrate supernovae,” Professor Friedman noted.

“Statistical enhancements are valuable and will greatly improve the findings.”

The latest calculations from the team, which incorporate data from both the Hubble and Webb telescopes, yield a value of 70.4 km per second, with a margin of error of 3% per megaparsec.

This brings the value into statistical alignment with recent measurements from cosmic microwave background observations at 67.4 km per megaparsec, with an accuracy of plus or minus 0.7%.

The Webb telescope, with four times the resolution of Hubble, allows for the identification of individual stars that were previously recorded as blurry groupings.

It also offers enhanced precision and is approximately ten times more sensitive, enabling the detection of significant objects.

“We’re truly witnessing how remarkable the Webb telescope is for accurately measuring distances to galaxies,” stated Dr. Taylor Hoyt, a researcher at Lawrence Berkeley Laboratory.

“Its infrared detectors can penetrate the dust that has historically impeded precise distance measurements, enabling much more accurate brightness assessments of stars.”

“Astrophysicists are striving to formulate a theory that might elucidate varying rates of expansion as the universe ages,” Professor Friedman remarked.

“There are over a thousand scholarly papers addressing this issue, and it proves to be exceptionally challenging.”

The team’s research paper was published on May 27th in the Astrophysical Journal.

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Wendy L. Friedman et al. 2025. Status Report on the Chicago Carnegie Hubble Program (CCHP): Measurement of Hubble constants using Hubble and James Webb’s Space Telescopes. APJ 985, 203; doi:10.3847/1538-4357/adce78

Source: www.sci.news

John Green’s Constant Battle with Tuberculosis

Noren: The initial patient with tuberculosis I encountered in Nairobi had an advanced form of drug-resistant tuberculosis (XDR-TB). The chances of the known cure being effective for him were very slim. Despite this, he remained optimistic as he received his Delamanid medication daily. Unfortunately, it was eventually out of stock.

Green: Oh my god.

Noren: I told him, “This situation is terrible for you, Barak. It’s also scary for your wife and five children.” Thankfully, they were screened and found to be TB-free. However, due to his illness, he was bankrupt and had to send his family to live in the village.

XDR-TB not only poses a threat to him and his family but also to everyone in close proximity to him. Living in close quarters with 500 other individuals increases the risk for all involved.

Green: Yes, this is a tragic situation that affects many individuals on a global scale. It’s a crisis for human health worldwide, as antibiotic resistance becomes a serious concern.

Without effective tools to combat tuberculosis, we risk regressing to a time when the disease was rampant and deadly. Personal stories from the past, like my great uncle’s death from tuberculosis, serve as a stark reminder of the consequences.

Noren: Could this happen in the US?

Green: Yes, the US has seen a rise in tuberculosis cases, with around 10,000 active cases reported this year. The lack of robust public health systems and access to treatment contributes to this increase.

Noren: Why is this happening?

Green: Our inadequate public health infrastructure and insufficient treatment options are major factors in the rise of tuberculosis cases. We need to address these issues to prevent further spread of the disease.

Noren: We have the knowledge to create a world free from tuberculosis, yet we fail to act. Why do you think we are complacent in this regard?

Source: www.nytimes.com

Clipping, Daveed Diggs’ Sci-Fi Rap Trio, Discusses Constant Conflict in Capitalism: “We’re Always at War”

aSA Child, Dave Diggs and his school friends William Hutson were inspired by the space age album covers of Funk Legends. Drawing pictures filled with sparkling UFOs and quirky interplanetary travelers, Diggs went on to become an actor. He won a Tony Award for his roles in Hamilton as the Marquis de Lafayette and Thomas Jefferson, and later portrayed Sebastian’s crab in a live-action remake of The Little Mermaid. He also appeared in the Nickel Boys, which received two Oscar nominations this year. Despite his success in Hollywood and on Broadway, he still dreams of a fantastic sci-fi world with Hutson.

Another college roommate of Hutson, Jonathan Snipes, who had similar childhood experiences and was also inspired by otherworldly paintings, formed a friendship with Diggs. Together, they formed clipping in Los Angeles in 2010. Through Hutson and Snipes’ productions, Diggs weaved a bloody horror story about racial violence and the fatalisms of enslaved people in the universe. Their latest album, Dead Channel Sky, features Diggs rapping with mechanical precision over distorted Rave Music, creating a cyberpunk world for hackers, club fans, and future avatars.

Their music has earned them nominations for the Hugo Awards, the highest honor in science fiction. What sets them apart is Diggs’ decision to avoid using the first person in his lyrics, creating a unique storytelling experience akin to film or musical theater. By leaving out personal pronouns, their songs allow listeners to project themselves onto the characters and make connections between songs that weren’t initially intended.

Hutson criticizes mainstream hip-hop for its narrow constraints and emphasis on individualism, while clipping remains adaptable and authentic. Their music, described as “a CD compilation found in a future bin” by Hutson, is filled with storytelling where Diggs embodies different characters in each song, highlighting societal issues through vivid narratives.

Touching on themes of war, capitalism, and technology, clipping’s music draws inspiration from classic sci-fi tropes, creating parallels with life in the West today. Their latest work, Dead Channel Sky, is influenced by William Gibson’s Cyberpunk novel Neuromancer and explores the relationship between physical and digital realities.

Dead Channel Sky will be released on March 14th via Subpop

Source: www.theguardian.com

Are constant photo updates of my kids camping really necessary?

aAt 7 a.m. on Wednesday, I drop my kids off for a two-night school camp. The first large-scale school training camp. Children hold pillows under their arms and drag suitcases, barely able to support the wheels or weight. they are nervous. I was excited. Some people cry. By 7:45 a.m., they were loaded. Through the tinted windows of the bus, I saw my daughter settling down next to her friend, so I waved goodbye and headed to work.

The phone rings just before 10am. Parents were asked to download an app so they could be contacted while the school was away. The app's post features 10 photos of the class crammed onto a ferry and arriving at camp. I feel a sense of relief. I was worried about the bus arriving safely, which I knew was irrational, but I felt relieved when I saw my child being beaten by his friends and smiling at the camera. I did.

The phone rings again soon. And again. And again. By the end of the day, I had received 20 posts of up to 10 photos each, which I believe was the largest.

There are 12 more posts by noon the next day.

I keep unlocking my phone because my day is interrupted by mail after mail, not only from camp but also after-school care and other children's school days. . I swipe through the carousel of photos of kids playing and scan my own photos to make sure they're safe and happy. This is an ongoing record of my childhood that took place away from my physical supervision.

Does anyone really want this?


BIt is estimated that by the time the child turns 13 72 million pieces of data About them will be collected. 80% of children in developed countries Creates a digital footprint by age 2. Much of this is being blamed on premature access to social media, the subject of a new federal plan to restrict access for teenagers. “Sharing” – Excessive sharing of photos of one’s children online.

It's not hard to picture tweens scrolling through TikTok or smug parents posting Instagram photos of their toddler sleeping next to a laser-cut wooden sign proclaiming their age.

We have a broader and more intimate culture of documenting our children. About taking pictures of our children. Receive and request data about children. It is found in cribs, nurseries and schools. It's eating up our phone's memory. And it's almost inevitable.

of Australian community attitudes towards privacy survey was released last year and spoke to around 700 parents. Half of respondents said they felt they had control over their children's data privacy. Three in five said they had no choice but to enroll their child in a particular service. Almost all said their children had the right to grow up without being profiled or targeted.

But we record from their first day. It is an act of love, narcissism, habit, and insurance against forgetting. These creatures that we create, that we nurture, that we worship – why not capture each unreproducible, beautiful, funny, gentle expression, moment, footsteps? Even when taken uncontrollably and almost unconsciously, it still feels private. A typical Saturday for my family can result in up to 32 photos being taken. Old-fashioned roll of film.

There's something else too. Since our earliest days, we have been conditioned to believe that surveillance is safe. Without data, parents cannot guarantee the health of their children. Baby monitor – promising “Complete sense of security” – Livestream a video of your baby sleeping, as well as data about oxygen levels, heart rate, and sleep behavior, to your phone in one of the rooms or half a city away.

It appeals to a parent's most basic instinct: to protect their baby.

However, as Edith Cowan University researcher Dr. Donnell Holloway writes, “Dataification” of childhood expands as children receive education. Children today are “going through a huge change.”


“Photography at early learning centers has become a runaway train in some ways.” Photo: Dean Lewins/AAP

When a child enters daycare, an app asks for a bunch of photos to be downloaded, and some parents welcome it, while others simply accept it. These photos serve as a kind of continuing evidence of life and a demonstration of safety and good practices for early education providers. Most sites provide information about children throughout the day, with up-to-date information such as what was served for morning tea, lunch, and afternoon tea, how much they ate, when they went to bed, and which early learning curriculum touchstones they reached. I am posting a photo of. It can be a comfort and a source of joy. Once this expectation is established, the day you don't receive a photo can be worrying.

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Early Education Consultant in 2019 Karen Hope writes on her industry blog:The Spoke says, “Photography in early learning centers has become, in some ways, a runaway train…a photo of a child in front of a puzzle is not necessarily evidence of learning, development, or engagement. How are you going to tell your family?” ? ”

It doesn't end with childcare alone.

“Schools play a major role in how children experience privacy on a daily basis,” the United Nations Special Rapporteur on Privacy wrote at the time. Reports published in 2021. The massive shift to online learning at the start of the pandemic sparked a technology boom in the classroom, adding that “the power disparity that existed between ed-tech companies and children, and between governments and children and parents'' Equilibrium has expanded even further.

One day during school camp, I received over 100 photos of children.

These posts evoke contradictory reflexes in me. First of all, I was relieved that she was safe. Second, leave her alone.


IIn the final section, which consists of 10 photos of the class returning by boat from the island, the daughter is not visible. For a moment, I felt uneasy. Was she left alone? Is she okay? This is an anxiety I would never have experienced otherwise. I would have worked alone. She is somewhere else, protected by people I trust. But on the contrary, I am worried. Until I found her behind photo 9. She's fine. Of course.

Expectations of information destroy healthy distance, healthy ignorance between children and parents. It may cause anxiety to parents. We are so burnt out that having to constantly evaluate and monitor our children doesn't help.

And it's an insult to a child's privacy.

Children now expect their intimate moments to be recorded. As a friend of mine pointed out, it's no longer “Mom, look at me!” it's “Mom, take a picture of me!”

They know to review their photos. My youngest daughter came home from daycare and was eager to watch her child. It was a hassle. It was a shitty photo.


Privacy is essential to children's development. Safety, absolutely. However, their privacy is being ignored and violated.

“Adult interpretations of children's privacy needs can hinder the healthy development of autonomy and independence and limit children's privacy in the name of protection,” the UN Special Rapporteur wrote. There is. “Adults' reliance on surveillance to protect children limits children's rights to privacy and autonomy.”

Privacy is critical to children's ability to develop self-esteem, self

Source: www.theguardian.com