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Careers in the Age of AI: Why Entry-Level Work May Vanish—and What That Means for the Next Generation

For generations, the journey into professional life began at the bottom. You took an entry-level job, did the grunt work, and learned by repetition. Whether sorting files, reconciling reports, or fielding customer calls, those first jobs taught you the game’s rules. But in 2025, as Gen Z tries to break into the job market, that well-worn on-ramp is starting to vanish. Why? Because artificial intelligence has moved in.

AI isn’t just streamlining workflows—it’s swallowing the very tasks that used to train early-career employees. And it’s happening at the same time that economic instability is shaking the job market. The result? A generation of workers facing an entry gate with no clear door.

Learning from the Past: Two Tales, Two Outcomes

History offers perspective. Take Arthur, a student at Ohio State University during the Great Depression. He gave up football to focus on grades, knowing that academic excellence was his only ticket to employment in a depressed economy. He went on to secure a stable career with the federal government.

Contrast that with Jim, a tech graduate during the late-90s dot-com boom. He landed a high-paying job before graduation—more than most of his peers. But as the bubble burst, Jim was among the first to let go. His high pay didn’t match his lack of experience, and there was no foundation to fall back on.

What unites these stories? In both, the environment dictated the trajectory. Arthur adapted to scarcity; Jim got swept up in excess. 

Now, Gen Z must adapt to a third force: automation.

Gen X entered the workforce during recessions and market corrections. They often faced a frustrating paradox: job listings demanded experience for entry-level roles, yet no one would give them the chance to gain it.

Many took unpaid internships just to get in the door, especially before a landmark moment in 2011, when Fox Searchlight Pictures was sued over unpaid internships. That lawsuit reshaped the landscape, making unpaid labor a legal and reputational liability. Since then, most internships have become paid and fairer. But the scars of inequity remain: for those without financial support, unpaid roles were often out of reach.

Now it’s Gen Z’s turn—and the rules are shifting again. Today’s graduates face a strange blend of low unemployment figures and high competition. For example, an MBA graduate recently applied to 400 positions before finally landing a marketing job at a salary that reflected neither desperation nor boom. Economists might call this a “normative equilibrium,” but for job seekers, it feels like a tug-of-war with no clear winner.

Adding to the complexity: the rise of AI. 

Entry-level marketing analysts, junior accountants, legal clerks—many of the positions once filled by fresh grads—are increasingly augmented or outright replaced by tools like ChatGPT, Jasper, and industry-specific automation software. That leaves fewer places to gain real-world reps.

No Rungs on the Ladder: A Structural Breakdown

Here’s the problem in HR terms:

  • Level 1 jobs (introductory, basic tasks) are being automated.
  • Level 2 jobs now require a deeper understanding, but companies are hiring new grads directly into them.

This creates a dilemma. If you pay a Level 2 wage, do you also train the employee in foundational skills? That’s expensive. But if you pay them a Level 1 wage, the role may be misclassified, triggering legal and equity issues.

Worse, it threatens the entire compensation structure. What’s a “promotion” when the ladder’s bottom rungs are gone? Organizations must reconfigure pay bands, training plans, and equity frameworks—fast.

Why Knowing the Basics Still Matters

Let’s say John is hired as a cashier. The register, powered by AI, calculates totals, tracks inventory, and classifies payments. But the moment the system goes down, chaos ensues. Does John know how to calculate tax manually? Reconcile inventory? Most likely, no. He’s never had to.

Now apply that to an entry-level accountant using AI to classify business expenses. If the AI misclassifies a major item and no one notices, what’s the risk? Financial misreporting. Bad decisions. Regulatory trouble. Without a foundation, new workers can’t spot errors or ask better questions.

AI may do the work, but someone still needs to understand the why behind it.

Looking Ahead: Adapt or Be Automated

The question isn’t whether AI will reshape work—it already has. The question is how we prepare new employees to thrive in a world where the training wheels are gone.

Colleges must rethink curricula to emphasize critical thinking, systems knowledge, and decision-making. Employers must invest in onboarding that goes deeper than just “how to use the tools.” And Gen Z? They’ll have to advocate for learning opportunities, not just job titles.

Because the stakes are high. If we don’t teach the foundation, the next generation won’t be ready when the system fails—and eventually, it always does.

Spotify’s AI DJ Now Takes Voice Requests, Letting You Shape the Soundtrack

Spotify has enhanced its AI DJ feature, allowing Premium subscribers to personalize their listening experience using English voice commands. Previously, the AI DJ generated playlists based solely on users’ listening habits, with limited control over what played next. Now, users can press and hold the ‘DJ’ button in the app, wait for a beep, and speak commands such as requesting specific genres, artists, moods, or even imaginative prompts like “play me some music to soundtrack my life as a movie.”

This update brings more direct control and integrates quirky, vibe-based recommendations similar to those found in Spotify’s AI Playlist beta feature. However, voice commands remain the only way to guide the AI DJ’s selections, which may be inconvenient in quieter or public settings.

Spotify DJ. PHOTO: Jhon – stock.adobe.com

The AI DJ feature, introduced in February 2023, uses a synthesized voice to provide a personalized radio listening experience. The voice is modeled after Spotify’s Head of Cultural Partnerships, Xavier “X” Jernigan. Spotify has also launched a Spanish-language version of the AI DJ, expanding its accessibility to a broader audience.

To use the new voice command feature, users can:

  • Open the Spotify app and search for “DJ.”
  • Tap play to launch the AI DJ.
  • Press and hold the DJ button (bottom right) until a beep.
  • Speak your request, like: [“Play me chill tracks for a rainy afternoon.”], [“Give me some K-pop with choreography vibes.”], [“Surprise me with indie songs I’ve never heard.”].

If you’re not sure what you want, just tap the DJ button to skip to the next vibe.

This feature is now available in over 60 markets worldwide, offering users a more interactive and personalized music experience.

Quantum Teleportation Achieved Over Existing Internet Cables in Major Breakthrough

Imagine sending a message that doesn’t travel through wires or bounce off satellites but instead appears instantly at its destination—no physical journey, just a seamless transfer of information. This isn’t science fiction; it’s the essence of quantum teleportation. And scientists at Northwestern University achieved a significant milestone by demonstrating quantum teleportation over existing fiber optic cables already carrying internet traffic.

Quantum teleportation doesn’t involve moving objects instantaneously from one place to another. Instead, it refers to the transfer of quantum information—the state of a quantum particle—from one location to another without traversing the space in between. This process relies on a phenomenon called quantum entanglement, where two particles become linked, and the state of one instantly influences the state of the other, regardless of the distance separating them.

In the recent experiment, researchers successfully teleported quantum information over 30 kilometers (approximately 18.6 miles) of standard fiber optic cable that was simultaneously transmitting conventional internet data at 400 gigabits per second . This achievement marks the first time quantum teleportation has been demonstrated over existing internet infrastructure without the need for specialized, dedicated channels.

Transmitting quantum information over busy internet cables presents significant challenges. Quantum states are incredibly delicate and can easily be disrupted by noise from other data transmissions. To overcome this, the Northwestern team utilized a less congested wavelength of light, known as the O-band, for the quantum signal. They also implemented narrow spectro-temporal filtering and multi-photon coincidence detection to protect the quantum fidelity from noise, ensuring the quantum information remained intact during transmission.

This approach allowed quantum and classical communications to coexist on the same fiber optic cable, demonstrating the feasibility of integrating quantum communication into our current internet infrastructure.

The successful demonstration of quantum teleportation over existing internet cables is a significant step toward the development of a quantum internet. Such a network would enable ultra-secure communication, as any attempt to intercept quantum data would immediately alter its state, revealing the presence of an eavesdropper. This has profound implications for fields requiring high levels of security, such as banking, healthcare, and national defense.

Moreover, integrating quantum communication with existing infrastructure could accelerate the deployment of quantum networks, making them more accessible and cost-effective. As quantum computers become more prevalent, the ability to transmit quantum information reliably and securely will be crucial for harnessing their full potential.

While the concept of teleportation often conjures images of science fiction, the reality of quantum teleportation is firmly rooted in scientific research and experimentation. The recent breakthrough by Northwestern University researchers demonstrates that quantum communication can be achieved using the same infrastructure that supports our current internet, bringing us closer to a future where quantum networks are an integral part of our digital landscape.

As we continue to explore the possibilities of quantum technology, each advancement brings us closer to a new era of communication—one where information transfer is instantaneous, secure, and seamlessly integrated into our everyday lives.

Hackers Demonstrate Remote Control of 2020 Nissan Leaf, Including Steering

Researchers from Budapest-based cybersecurity firm PCAutomotive have revealed a series of vulnerabilities in the 2020 Nissan Leaf, allowing remote access to various vehicle functions, including steering control. The findings were presented at the Black Hat Asia 2025 conference, highlighting significant concerns over the security of connected vehicles.

The attack begins by exploiting weaknesses in the Leaf’s infotainment system, particularly its Bluetooth connectivity. Once access is gained, attackers can escalate privileges and establish a command-and-control channel over cellular communications, enabling remote control over the internet.

The compromised access allows control over several vehicle functions:

Location Tracking: Real-time GPS tracking of the vehicle.

Audio Surveillance: Recording in-cabin conversations via the car’s microphone.

Audio Playback: Playing recorded audio through the vehicle’s speakers.

Physical Controls: Operating the horn, adjusting mirrors, controlling windows, flashing lights, activating windshield wipers, locking/unlocking doors, and manipulating the steering wheel—even while the car is in motion.

The vulnerabilities have been assigned eight Common Vulnerabilities and Exposures (CVE) identifiers: CVE-2025-32056 through CVE-2025-32063. The attack chain involves exploiting a stack buffer overflow in the Bluetooth Hands-Free Profile, gaining root access to the vehicle’s Linux-based operating system, establishing persistent access, and communicating with the vehicle’s Controller Area Network (CAN) to send commands to various electronic control units.

Nissan’s Response

Nissan acknowledged the vulnerabilities, stating: “PCAutomotive contacted Nissan regarding its research. While we decline to disclose specific countermeasures or details for security reasons, for the safety and peace of mind of our customers, we will continue to develop and roll out technologies to combat increasingly sophisticated cyberattacks.”

This incident underscores the growing cybersecurity challenges in modern vehicles, particularly electric vehicles with extensive digital systems. The ability to remotely control critical vehicle functions raises significant safety concerns for drivers and other road users.

Owners of 2020 Nissan Leaf vehicles are advised to:

Update Software: Ensure the vehicle’s software is up to date.

Limit Bluetooth Connectivity: Only pair with trusted devices when necessary.

Monitor for Unusual Behavior: Be alert to unexpected activity in the vehicle’s systems.

Contact Dealers: Inquire about security updates addressing these vulnerabilities

As vehicles become more connected, robust cybersecurity measures are essential to protect against potential threats.

FBI Issues Warning: 13 Home Routers at High Risk for Cyberattacks [See List]

If you’re using an older router at home, you could be an easy target for hackers.

The FBI has released a public alert identifying 13 outdated router models that are actively being exploited by cybercriminals. Many of these devices no longer get security updates, making them especially vulnerable.

The risk: outdated routers equals no support

These are the specific models at risk:

Linksys: E1000, E1200, E1500, E1550, E2500, E300, E3200, E4200, WRT310N, WRT320N, WRT610N

Cisco: M10

Cradlepoint: E100

Because these models are considered “end-of-life,” they’re no longer supported by their manufacturers. That means no firmware updates, no security patches, and wide-open doors for cyberattacks.

The Threat: “TheMoon” Malware

A malware strain called TheMoon is behind the attacks. First spotted back in 2014, it’s now being used to target vulnerable routers by scanning for open ports and slipping in without a password.

Once inside, the malware hijacks the device and pulls it into a botnet—a network of infected routers used to hide the true origin of online crimes like identity theft, data breaches, and more.

Some compromised routers have reportedly been traced back to state-sponsored hackers in China, aimed at U.S. infrastructure.

What to watch out for:

Your router might be compromised if you notice:

  • It’s overheating for no clear reason
  • Your internet connection drops frequently
  • Settings have changed without your input
  • Unknown administrator accounts appear

These are signs your device could be part of a botnet.

What you should do now:

The FBI recommends the following steps:

  • Replace it: If you’re using one of the listed models, get a newer router that still receives updates.
  • Update firmware: Make sure your router is running the latest available software.
  • Change passwords: Use strong, unique credentials for router admin access.
  • Turn off remote access: Disable remote management features unless absolutely necessary.
  • Monitor your network: Look out for unusual traffic or connected devices.

If you think your router has been hacked, contact your internet provider and consider filing a report with the FBI’s Internet Crime Complaint Center at ic3.gov.

Microsoft Teams to Introduce Screen Capture Blocking Feature in July 2025

Microsoft has announced a new security feature for its Teams platform aimed at preventing unauthorized screen captures during meetings. Set to roll out globally in July 2025, this “Prevent Screen Capture” feature will be available on Teams desktop applications for both Windows and Mac, as well as on mobile applications for iOS and Android.

According to Microsoft’s Microsoft 365 roadmap, the feature is designed to address concerns over unauthorized screen captures during meetings. If a user attempts to take a screenshot, the meeting window will turn black, thereby protecting sensitive information shared during the session.

To further safeguard content, users joining meetings from unsupported platforms will be automatically placed in audio-only mode, ensuring that sensitive visuals are not exposed.

While this feature enhances security, Microsoft acknowledges that it cannot prevent all forms of content capture.

For instance, individuals could still use external devices, like cameras, to photograph the screen. Details regarding whether this feature will be enabled by default or require activation by meeting organizers or administrators have not been disclosed.

This development aligns with broader industry trends focusing on privacy and data protection. For example, Meta recently introduced an “Advanced Chat Privacy” feature in WhatsApp, which blocks attempts to save shared media and export chat content in private and group conversations.

In addition to the screen capture prevention feature, Microsoft plans to roll out other updates in June 2025, including town hall screen privilege management for Teams Rooms on Windows, interactive BizChat/Copilot Studio agents in meetings and one-on-one calls, and a Copilot feature to generate audio overviews of transcribed meetings.

These enhancements reflect Microsoft’s ongoing commitment to improving security and user experience within its collaboration tools.

Microsoft Sets October 2025 Deadline for Free Windows 11 Upgrade

Microsoft has confirmed that support for Windows 10 will officially end on October 14, 2025. After this date, Windows 10 devices will no longer receive security updates, feature enhancements, or technical support. This move underscores the company’s push for users to transition to Windows 11, especially those with compatible hardware.

The cessation of support means that Windows 10 users will be more vulnerable to security threats and software incompatibilities over time. Microsoft has emphasized the importance of upgrading to maintain system security and access to new features. For users with devices that meet Windows 11’s system requirements, the upgrade is available at no additional cost.

For the estimated 240 million users with PCs that do not meet Windows 11’s hardware requirements, Microsoft offers a few alternatives:

  • Extended Security Updates (ESU): Microsoft will provide paid security updates for Windows 10 through its ESU program, allowing users to receive critical patches beyond the October 2025 deadline.
  • New Device Purchase: Users can opt to purchase new hardware that supports Windows 11 to continue receiving free updates and support.

In addition to the Windows 10 support deadline, Microsoft has announced that Microsoft 365 Apps will no longer be supported on Windows 10 devices after October 14, 2025. This means users will need to upgrade to Windows 11 to continue receiving updates and support for Microsoft 365 applications.

As the October 2025 deadline approaches, Windows 10 users are encouraged to assess their hardware compatibility with Windows 11 and plan accordingly. Upgrading to Windows 11 ensures continued access to security updates, new features, and support for Microsoft 365 applications. For those with incompatible devices, exploring the ESU program or investing in new hardware are viable options to maintain system security and functionality.

China Achieves Breakthrough in Redox Flow Battery Technology

Chinese scientists have announced a significant advancement in redox flow battery (RFB) technology, achieving an energy efficiency of 87.9% and a lifespan of 850 cycles. This development addresses longstanding challenges in the performance and durability of RFBs, which are crucial for large-scale energy storage solutions.

The research team focused on enhancing the catalytic electrode by utilizing thin nanosheets augmented with cobalt atoms and sulfur vacancies. This novel material composition improves the electrochemical reactions within the battery, leading to higher efficiency and extended operational life.

Redox flow batteries operate by storing energy in liquid electrolytes contained in external tanks, which are circulated through a cell stack during charging and discharging cycles. Their design allows for scalability and long-duration energy storage, making them suitable for integrating renewable energy sources like solar and wind into the power grid.

This breakthrough positions redox flow batteries as a more viable option for grid-scale energy storage, potentially reducing reliance on traditional lithium-ion batteries and contributing to a more sustainable energy infrastructure.

Physicists Achieve Fleeting Transmutation of Lead into Gold at CERN

In a remarkable feat reminiscent of ancient alchemical aspirations, physicists at CERN’s Large Hadron Collider (LHC) have successfully transformed lead into gold—albeit for an imperceptibly brief moment. This achievement, while not economically viable, offers profound insights into the fundamental processes governing nuclear physics.

Between 2015 and 2018, during the LHC’s second operational run, researchers with the ALICE (A Large Ion Collider Experiment) collaboration orchestrated high-energy collisions of lead ions traveling at 99.999993% the speed of light. These near-light-speed interactions occasionally resulted in electromagnetic dissociation—a process where the intense electromagnetic fields of the passing ions caused the ejection of protons from the lead nuclei. Specifically, the removal of three protons from a lead atom (which has 82 protons) transmuted it into a gold atom (which has 79 protons).

Geneva, Switzerland – December 02, 2019: CERN – European Organization for Nuclear Research – Microcosm Exhibition – Large Hadron Collider (LHC) – Geneva, Switzerland.

Utilizing ALICE’s Zero Degree Calorimeters (ZDCs), the team meticulously measured these rare events. Their analysis revealed that approximately 86 billion gold nuclei were produced during the second run, amounting to a mere 29 picograms (29 trillionths of a gram) of gold. In the subsequent third run, enhancements to the LHC increased the production rate to about 89,000 gold nuclei per second.

Despite the successful transmutation, the synthesized gold atoms were highly unstable. They existed for only fractions of a second before decaying or colliding with the collider’s infrastructure, leading to their disintegration. This fleeting existence underscores the challenges in harnessing such processes for practical applications.

Although scientists at CERN successfully transformed lead into gold, the newly formed gold atoms were extremely unstable—lasting only fractions of a second before decaying or breaking apart upon collision with the collider’s structure.

While the notion of turning lead into gold has long been relegated to the realm of myth, this experiment demonstrates the tangible possibilities within nuclear physics. The findings not only validate theoretical models of electromagnetic dissociation but also enhance our understanding of beam loss mechanisms—a critical factor in optimizing the performance of particle accelerators like the LHC.

This groundbreaking experiment at CERN represents a significant milestone in nuclear physics, transforming age-old alchemical dreams into scientific reality, albeit momentarily. While the practical production of gold through such means remains unfeasible, the insights gained pave the way for future research into the fundamental forces that shape our universe.

New Mexico’s Spaceport America Charts Course for a Diverse Aerospace Future

Nestled in the Jornada del Muerto desert basin of southern New Mexico, Spaceport America is evolving beyond its original vision as the world’s first purpose-built commercial spaceport. Under the leadership of Executive Director Scott McLaughlin, the facility is expanding its scope to accommodate a broader range of aerospace activities and technologies.

Spaceport America is enhancing its infrastructure to support various aerospace endeavors. Plans are underway to construct a new hangar that will serve multiple purposes, including a security center, a STEM education facility, leasable office space, and a small conference area. This development aims to facilitate small vehicle and payload processing, reflecting a significant shift in the spaceport’s operational capabilities.

The spaceport is also embracing new technologies and services. Discussions are in progress to establish a data center on-site, offering low-latency, high-powered computing services to clients requiring artificial intelligence and advanced data processing capabilities.

Economic Impact and Community Engagement

Spaceport America’s activities have a notable economic impact on New Mexico. A study by New Mexico State University’s Center for Border Economic Development reported that the spaceport supports 549 direct jobs and contributes $138 million to the state’s economic output. This includes $60 million in value-added production and $46 million in labor income.

The spaceport also plays a role in tourism. Each spaceflight passenger is estimated to attract approximately 20 visitors to the area, amplifying the economic benefits to local communities.

Strategic Planning for the Future

To guide its long-term development, the New Mexico Spaceport Authority has initiated a comprehensive master planning process. This plan considers various factors, including evolving market trends, national security space requirements, and potential public and private investments. Public input is a critical component of this process, ensuring that the spaceport’s growth aligns with community needs and expectations.

Looking ahead, Spaceport America aims to expand its capabilities to include orbital launches and re-entry operations within the next 10 to 15 years. The vision encompasses creating a comprehensive aerospace ecosystem, referred to as “Space Valley,” extending from Los Alamos to El Paso.