Tag: Source: Arstechnica.com

“Experts Report Significant and Unforeseen Decrease in Teen Drug Use”

### A New Generation of Abstinence: How Pandemic-Era Teens Are Redefining Substance Use

The COVID-19 pandemic altered nearly every aspect of life, affecting everything from education to social engagement, and leaving a lasting influence on today’s young people. For adolescents who were in eighth grade at the onset of the pandemic, the crisis seems to have sparked a significant change in behavior—leading to an extraordinary period of abstinence from alcohol, nicotine, and drugs. Recent findings from the *Monitoring the Future* study, conducted by the University of Michigan and backed by the National Institutes of Health (NIH), indicate that teen substance use has continued to decrease in 2024, contradicting predictions of a surge post-pandemic.

### The Data Behind the Decline

The *Monitoring the Future* study, which has been monitoring adolescent drug use for five decades, surveyed over 24,000 students from more than 270 public and private institutions in 2024. The results were remarkable: the number of teenagers refraining from alcohol, marijuana, and nicotine hit record highs across all grades examined—eighth, 10th, and 12th grades.

For instance:
– **Alcohol consumption** over the past year fell to 12.9% among eighth graders, 26.1% among 10th graders, and 41.7% among 12th graders—all unprecedented lows.
– **Nicotine vaping** rates decreased for 10th graders (from 17.5% in 2023 to 15.4% in 2024) and remained low for eighth and 12th graders.
– **Marijuana consumption** saw a notable drop among 12th graders, from 29% in 2023 to 25.8% in 2024, while younger students continued to report low usage.

Perhaps most remarkably, the proportion of teens abstaining from alcohol, marijuana, and nicotine over the past 30 days has reached historic highs:
– 90% of eighth graders indicated they had abstained, increasing from 87% in 2017.
– 80% of 10th graders reported abstaining, compared to 69% in 2017.
– 67% of 12th graders remained abstinent, a notable rise from 53% in 2017.

### A Pandemic-Induced Shift

The substantial decrease in substance use between 2020 and 2021 was among the largest ever documented, as the pandemic imposed strict social distancing measures, limiting teens’ opportunities for risky conduct. Many experts expected these figures to bounce back as restrictions were lifted and social life normalized. However, the data indicates otherwise.

“Students who were in eighth grade at the beginning of the pandemic will be graduating high school this year, and this distinct group has introduced the lowest substance use rates we’ve seen in years,” stated Richard Miech, the principal researcher for the *Monitoring the Future* study.

This trend has surprised and piqued the interest of researchers and public health professionals. “We must persist in examining the factors that have led to this decreased risk of substance use to fine-tune interventions that support the continuation of this trend,” remarked Nora Volkow, director of NIH’s National Institute on Drug Abuse (NIDA).

### Why Are Teens Abstaining?

While the precise reasons for this ongoing decline in substance use are still being investigated, a number of factors may be contributing to this change:

1. **Pandemic-Induced Lifestyle Changes**: The pandemic altered social standards and routines, diminishing opportunities for peer pressure and substance experimentation. Teens found themselves at home more often, frequently under parental watch, which may have restricted their access to substances.

2. **Increased Awareness of Health Risks**: The global health crisis raised consciousness about personal health and well-being, possibly leading teens to be more cautious about behaviors that could harm their bodies.

3. **Digital Socialization**: With the uptick in virtual interactions during the pandemic, teens may have transitioned their social lives online, where substance use is less common compared to face-to-face gatherings.

4. **Changing Cultural Attitudes**: Wider societal shifts, including an increasing emphasis on mental health and wellness, might be encouraging teens to prioritize healthier lifestyles.

5. **Economic and Emotional Impact**: The pandemic brought economic instability and emotional strain, which might have prompted some teens to steer clear of substances as a means of coping.

### Implications for the Future

The ongoing decrease in teen substance use is a positive sign with extensive implications for public health. Lower levels of substance use among young people are linked to decreased risks of addiction, mental health challenges, and other adverse consequences in later life.

However, experts warn against complacency. While the current trends are promising, ongoing efforts are essential to uncover and address the underlying factors driving this change. Public health initiatives, school-based prevention strategies, and active parental engagement will be vital in maintaining this positive trend.

### Conclusion

The group of adolescents who transitioned into their teenage years during the pandemic is redefining the standards surrounding substance use, ushering

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“Nvidia’s Latest App Associated with Notable Frame Rate Decreases in Multiple Games”

# Nvidia’s Recent Application Triggers Frame Rate Dips: Essential Information You Should Have

Last month, Nvidia rolled out its redesigned **Nvidia App**, which was primarily viewed as a rebranding of the enduring **GeForce Experience App**. While the elimination of the account login necessity for driver updates was a positive adjustment, recent assessments have uncovered a notable drawback: the app’s default configurations may lead to substantial frame rate drops in numerous high-end games, even in the absence of its advanced AI functionalities.

## Performance Challenges: Data Insights

Shortly after the app’s launch, online chatter regarding performance challenges started to emerge. Evaluations by **Tom’s Hardware** substantiated that the Nvidia App, when operated with default settings, could diminish average frame rates by **3 to 6 percent** across a variety of games. The effect varies based on the resolution and graphical settings, with certain titles witnessing even more pronounced performance declines.

For example, in **Assassin’s Creed Mirage**, frame rates decreased by up to **12 percent** when running on 1080p Ultra settings. Other renowned titles such as **Baldur’s Gate 3**, **Black Myth: Wukong**, **Flight Simulator 2024**, and **Stalker 2** also showed smaller, but still perceptible, performance reductions.

To illustrate the impact, it’s somewhat akin to downgrading from a premium **RTX 4070 Ti Super** to an older **RTX 4070 Ti** or **RTX 4070 Super**, based on previous GPU benchmarks.

## The Source: AI-Enhanced Game Filters

The core issue seems to lie with the Nvidia App’s **Game Filters** feature. These AI-driven filters aim to enhance gaming visuals by incorporating options like “dynamic vibrance” for improved in-game element differentiation and virtual HDR support for games lacking native HDR capabilities.

Nevertheless, even if these filters are not in active use, their mere existence in the app’s background processes appears to consume system resources. This leads to frame rate reductions in many titles, even when the app is simply running in the background.

### Resolving the Problem

Luckily, there’s a simple fix for users facing frame rate declines. Completely disabling the Game Filters feature can help restore performance. Here’s how to proceed:

1. Open the Nvidia App.
2. Go to **Settings > Features > Overlay > Game Filters and Photo Mode**.
3. Disable the Game Filters feature.

Turning off this feature prevents the app from affecting game performance, enabling users to enjoy their gaming without unwarranted slowdowns.

## Nvidia’s Official Statement

In a communication to **Tom’s Hardware**, Nvidia recognized the problem, stating, “We are aware of a reported performance issue regarding Game Filters and are actively investigating it.” While the company seeks a solution, users can manually download GPU drivers from Nvidia’s website to circumvent using the app altogether.

## Is There a Cause for Alarm?

For the majority of casual gamers, the performance effects may not be immediately apparent, particularly in less demanding titles or at lower graphical settings. However, for dedicated and competitive gamers who value every single frame, the issue is substantial enough to demand attention.

The performance repercussions of the Nvidia App underline the necessity of optimizing software to reduce unnecessary resource consumption. Although the app’s enhanced functionalities, like AI-driven filters, may attract some users, the performance trade-offs present a concern that Nvidia must act on promptly.

## Concluding Thoughts

The incorporation of advanced features such as Game Filters in the Nvidia App represents a leap forward in enriching gaming experiences, yet the unintended performance issues reveal that even passive features can significantly affect system performance. Until Nvidia rectifies the situation, users can alleviate the problem by disabling the Game Filters feature or opting to manually install GPU drivers instead of relying on the app.

For gamers who demand unparalleled performance, this emphasizes the importance of thoroughly assessing new software updates and modifying settings to ensure the best gameplay experience. As Nvidia enhances its app, users can only wish for a future where sophisticated features elevate gaming experiences without hindering performance.

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Elon Musk Reportedly Did Not Reveal Travel Information Necessary for Security Clearance

### Elon Musk and National Security: An In-Depth Examination of Reporting Issues

Elon Musk, the wealthy business magnate and SpaceX CEO, has emerged as a pivotal figure in conversations about national security, technology, and government interactions. Recently, an article from *The New York Times* brought to light concerns regarding Musk’s adherence to security clearance protocols, particularly his duty to self-report travel, personal relationships, and other pertinent information to the Department of Defense (DoD). Although no federal entity has charged Musk with leaking classified information, this scenario has ignited extensive discussions about the duties of individuals holding top-secret clearances and the ramifications for national security.

#### **The Significance of SpaceX in National Security**

Under Musk’s guidance, SpaceX has established itself as an essential collaborator with the U.S. government, executing both civilian and military tasks. Among its most sensitive operations are the launching of classified satellites for the National Reconnaissance Office (NRO) and delivering encrypted communications and observational capabilities via its Starshield satellite initiative. These endeavors necessitate a considerable degree of trust and compliance with rigorous security measures, including the requirement for key personnel to hold top-secret security clearances.

Musk secured a top-secret clearance in 2020 following a two-year vetting process, which is considerably longer than the average duration needed for such approvals. This extended timeline was reportedly due to federal agents examining Musk’s financial dealings, personal connections, and public conduct, which included his contentious appearance on Joe Rogan’s podcast in 2018, where he smoked marijuana. In spite of these apprehensions, Musk was ultimately awarded the clearance, highlighting his significance in national security projects.

#### **The Accusations: Noncompliance with Self-Reporting**

As per the *Times* investigation, Musk has not met self-reporting criteria since 2021. These stipulations are fundamental to upholding a security clearance, enabling government bodies to track potential vulnerabilities—like foreign interference or personal misconduct—that may threaten national security. Specifically, Musk has allegedly failed to report on his travel activities, meetings with certain individuals, and other personal issues.

This lack of self-reporting has triggered concerns across multiple branches of the military and intelligence community, including the Air Force, the Office of the Under Secretary of Defense for Intelligence and Security, and the Defense Department Office of Inspector General. While no agency has accused Musk of mishandling classified information, the noncompliance with reporting regulations has prompted internal investigations and increased scrutiny.

#### **The Importance of Self-Reporting**

The self-reporting mechanism is intended to ensure that those with access to classified data remain reliable and free from inappropriate influence. Andrew Bakaj, a former CIA official and security clearance specialist, shared with the *Times* that a failure to self-report poses essential inquiries: “Why didn’t you? And what are you attempting to conceal?”

For an individual like Musk, the stakes are particularly elevated. As the CEO of a company intricately involved in U.S. national security operations, any shortcomings in compliance could have extensive consequences. Furthermore, Musk’s prominent public profile and international business ventures, including substantial engagements in China, add layers of complexity to his security assessment.

#### **Diplomatic Issues and Global Effects**

Musk’s management of classified data has reportedly emerged as a discussion point in diplomatic dialogues between the United States and its allies, including Israel. This highlights the wider consequences of his actions—or lack thereof—on international relations and the trust that exists between nations. Allies depend on the U.S. to maintain stringent oversight over sensitive information, and any perceived lapses could jeopardize these connections.

#### **The Political Aspect**

The timing of these revelations is particularly significant as Musk’s national security profile has gained prominence alongside his open support for Donald Trump, who recently secured the U.S. presidential election and is slated to take office in January. As president, Trump will hold the power to allocate security clearances, which could further complicate the situation. Musk’s alignment with Trump has already attracted scrutiny, and any decisions about his security clearance could evolve into a politically sensitive issue.

#### **Future Prospects: What Lies Ahead for Musk and SpaceX?**

Although Musk has not been accused of leaking classified data, the ongoing investigations by federal bodies emphasize the necessity for accountability and transparency among those in influential positions. For SpaceX, ensuring adherence to security protocols will be vital for preserving its status as a reliable ally in U.S. national security.

This scenario also prompts wider considerations regarding the intersection of private enterprise and governmental supervision. As private entities like SpaceX assume increasingly critical roles in sectors typically governed by government organizations, the demand for strong oversight mechanisms becomes even more urgent.

#### **Conclusion**

Elon Musk’s impact on technology and national security is indisputable, yet his alleged failure to comply with security clearance policies has brought attention to the obligations accompanying such privileges. As federal agencies continue to evaluate his actions, this situation serves as a reminder of the fragile equilibrium between innovation, accountability, and

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Seagate Set to Introduce HAMR Hard Drives Following Years of Development

### The Future of Data Storage: Seagate’s HAMR Technology and the 32TB Hard Drive Revolution

In a world increasingly dependent on extensive data storage, Seagate’s recent innovation in hard drive technology is ready to transform the boundaries of capacity and performance. The firm’s Heat-Assisted Magnetic Recording (HAMR) technology, which has been under development for more than twenty years, is finally approaching a stage of market readiness. With the launch of its Mozaic 3+ platform and the introduction of 32TB hard drives, Seagate is paving the way for a new chapter in data storage.

#### What is HAMR Technology?

HAMR, or Heat-Assisted Magnetic Recording, is a state-of-the-art technology designed to enable hard drives to store substantially more data by briefly heating the magnetic material on the disk. This heating mechanism permits the material to retain smaller, more tightly packed magnetic bits, resulting in increased storage capacities. In contrast to traditional hard drives, which depend solely on magnetic fields for data writing, HAMR integrates a small laser diode into the drive head. This laser raises the disk to an exact temperature, facilitating data writing and cooling in under a nanosecond.

Seagate has been enhancing this technology since 2002, overcoming a variety of engineering obstacles. These challenges include the incorporation of optical steering, firmware adjustments, and the creation of resilient components that can endure the intense heat produced during the recording process. The outcome is the Mozaic 3+ platform, which offers unparalleled storage densities with consistency and effectiveness.

#### The 32TB Milestone

Seagate’s HAMR-powered Mozaic 3+ drives are poised to launch with capacities of up to 32 terabytes, marking a notable advancement from the current industry standard. To illustrate, these drives provide 3TB of storage per platter, achieving up to three times the efficiency per terabyte when compared to standard hard drives. This positions them as a compelling choice for businesses and sectors requiring enormous data storage, such as cloud service providers, artificial intelligence (AI) model training, and big data analytics.

As reported by Seagate, the Mozaic 3+ drives have passed extensive testing and have been approved by several major clients, including a prominent cloud service provider. Although the company has not revealed specific identities, this validation implies that the drives are ready for broad adoption. Mass shipments are anticipated to commence soon, marking a crucial milestone in the rollout of HAMR technology.

#### Competing Technologies and Market Implications

Seagate is not the only player in the quest for high-capacity hard drives. Western Digital has developed its own 32TB drive utilizing energy-assisted perpendicular magnetic recording (e-PMR), while Toshiba has announced intentions to enter the HAMR arena. These advancements signify a larger industry trend toward sophisticated recording technologies to satisfy the growing storage demands.

The rivalry between these three leading HDD manufacturers is expected to spur innovation and reduce costs, which will benefit consumers and businesses alike. However, Seagate’s initial advantage in HAMR technology provides it with a unique edge, especially in scenarios requiring extreme reliability and efficiency, such as AI model training. Seagate has previously noted that its HAMR drives have exhibited over seven years of head life under intense stress testing, underscoring their robustness.

#### Applications and Future Prospects

The potential uses for HAMR-based drives are extensive. Besides cloud storage and AI training, these drives could transform sectors like healthcare, where extensive data storage is vital for medical imaging and patient records. They may also be pivotal in scientific research, allowing the storage of vast datasets generated by simulations and experiments.

Looking forward, Seagate and other manufacturers are likely to persist in pushing the limits of storage capacity. Analysts foresee that HAMR technology could eventually pave the way for drives with capacities surpassing 50TB, further reinforcing its position as a fundamental element of future data storage solutions.

#### Challenges and Considerations

Although the prospects of HAMR technology are thrilling, several challenges still need addressing. One of the primary concerns is cost. Advanced technologies such as HAMR necessitate specialized components and manufacturing techniques, which could render these drives pricier than traditional alternatives. Furthermore, the technology’s long-term reliability in practical scenarios will need to be validated as it transitions from testing to widespread implementation.

Seagate’s marketing strategies have also encountered some misunderstandings, with the firm sporadically confusing product names like Exos M and Exos M 3+ in promotional content. Clear communication will be crucial to ensure that consumers comprehend the advantages and functionalities of these new drives.

#### Conclusion

Seagate’s HAMR technology signifies a revolutionary leap in data storage, providing unmatched capacities and efficiencies. With the onset of 32TB drives utilizing the Mozaic 3+ platform, the company is ready to satisfy the increasing needs of data-heavy industries. While challenges persist, the successful commercialization of HAMR technology could herald a new age of storage innovation, benefitting both businesses and consumers.

As the competition intensifies, the trajectory of data storage continues to evolve.

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Study Shows Firms Implementing RTO Policies Face Threat of Losing Key Talent

### Return-to-Office Mandates: A Complex Challenge for Companies and Employees

As society adjusts to life after the pandemic, the discussion surrounding return-to-office (RTO) mandates has grown more heated. Some businesses and leaders, including former President Donald Trump, advocate for tighter in-office regulations; however, evidence indicates that these mandates could carry significant downsides. A recent analysis encompassing over 3 million employees across 54 high-tech and financial companies in the S&P 500 reveals that RTO mandates are contributing to increased employee turnover, hurdles in recruitment, and a risk of losing top talent.

### **The Consequences of RTO Mandates: Employee Exodus and Attrition**

The research, titled *Return-to-Office Mandates and Brain Drain*, was carried out by scholars from the University of Pittsburgh, Baylor University, The Chinese University of Hong Kong, and Cheung Kong Graduate School of Business. It evaluated employee turnover statistics derived from LinkedIn data, finding that turnover rates rose by an average of 14% after firms instituted RTO mandates.

Noteworthy is the finding that experienced and highly skilled workers were more inclined to depart post-mandate. These individuals, often possessing extensive professional networks and sought-after abilities, tend to have an easier time seeking new positions. The report also pointed out that the impact was disproportionately felt by women, with female staff experiencing attrition rates nearly threefold higher than those of their male colleagues. This trend can be linked to the increased family obligations that often fall to women, intensifying their desire for workplace flexibility.

### **Difficulties in Attraction and Retention**

In addition to turnover, RTO mandates have complicated the recruitment process for companies. The study analyzed over 2 million job postings and found that businesses with RTO policies took 23% longer to fill open positions and saw a 17% drop in hiring rates. Furthermore, hiring expenses rose significantly, putting additional pressure on company resources.

These results suggest that RTO mandates not only drive away current talent but also impair a firm’s capacity to replenish its workforce. The researchers inferred that companies tend to lose their top employees when RTO policies are enforced and encounter substantial difficulties in finding suitable replacements.

### **Employee Discontent and Distrust**

RTO mandates have also faced criticism for creating an environment of distrust. By enforcing rigid in-office policies, businesses may inadvertently signal a lack of confidence in their employees’ capability to perform effectively from home. This perception is heightened by practices such as VPN tracking and badge swipe monitoring, utilized by companies including Amazon, Google, and Dell. Such actions have elicited backlash from employees, with many perceiving these measures as intrusive and indicative of inadequate management.

Brian Elliott, CEO of Work Forward, characterized this approach as “the weakest form of management,” contending that it erodes employee engagement. Employees have voiced their dissatisfaction with the absence of transparency and data-backed justification for RTO mandates. For instance, Amazon workers criticized management for not substantiating the assertion that working in-office enhances productivity.

### **RTO Mandates as a Means of Workforce Reduction?**

The contentious nature of RTO mandates has prompted speculation that they might serve as an understated tactic to decrease headcount without implementing layoffs. Remarks from leaders like Amazon Web Services CEO Matt Garman, who allegedly advised employees dissatisfied with RTO policies to “find another company,” have bolstered this theory. Similarly, Dell has indicated that remote workers won’t be considered for promotions, possibly discouraging retention.

A survey conducted by BambooHR found that 25% of VP and C-suite executives expressed a desire for voluntary turnover due to RTO policies. This aligns with views from personalities like Elon Musk and Vivek Ramaswamy, who have openly endorsed the idea of “voluntary terminations” stemming from more stringent in-office directives.

### **The Wider Implications**

While certain employees may value the collaborative and social elements of in-office work, a growing body of evidence indicates that RTO mandates are alienating a considerable segment of the workforce. Workers who prioritize flexibility, work-life balance, and autonomy are increasingly pursuing opportunities elsewhere, leaving organizations to confront the ramifications.

The discourse surrounding RTO policies is ongoing, with companies, government entities, and employees striving to navigate this intricate issue. As organizations evaluate the advantages of in-office collaboration against the potential loss of top talent, the future of work remains uncertain.

### **Conclusion**

Return-to-office mandates have emerged as a contentious issue in the continually evolving workplace environment. While some leaders maintain that in-office work is crucial for productivity and collaboration, the evidence offers a more complex narrative. Elevated turnover rates, recruitment challenges, and employee dissatisfaction suggest that RTO mandates could be more detrimental than beneficial, especially for firms that depend on skilled and senior talent.

As organizations explore hybrid and remote work arrangements, the key to thriving may lie in embracing flexibility and trust. Firms that prioritize employee well-being and respond to evolving expectations might find greater success.

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“OpenAI Provides Complete Access to Latest O1 Model for API Participants”

# OpenAI’s Recent API Enhancement: Fine-Tuning and Real-Time Interaction Improvements

OpenAI has announced a major enhancement to its API, rolling out a variety of new features designed to improve the developer experience and broaden the functionality of AI-powered applications. This new version, focused on the o1 model, guarantees enhanced performance, cost-saving benefits, and greater customization opportunities for developers. Below is an in-depth overview of the primary updates and their significance for the AI development community.

## **Key Features of the o1 Model**

The o1 model, which is now accessible to OpenAI’s API users, supersedes the older o1-preview version and reinstates several crucial features that developers have been keenly anticipating. These features include:

1. **Developer Messages for Contextual Assistance**
Developers can now leverage messages to steer their chatbots with explicit instructions, such as “You are an informative assistant for tax specialists.” This capability fosters more personalized and context-sensitive interactions.

2. **Reasoning Effort Control**
A new “reasoning effort” parameter permits developers to regulate the amount of computational effort the model invests in addressing queries. This optimization facilitates time and cost savings on straightforward tasks, allowing resources to be directed towards more complex issues.

3. **Support for Visual Inputs**
The API now accommodates visual inputs, such as scanned documents, paving the way for richer and more dynamic interactions.

4. **Enhanced Function Calling and Structured Outputs**
The o1 model improves its capacity to invoke pre-existing functions from external developers as necessary. It also enhances the precision of generating structured outputs using JSON schemas, ensuring the information is formatted according to developers’ specifications.

## **Efficiency and Performance Gains**

The o1 model is more than just a collection of new features—it also prioritizes delivering quicker and more economical results. As stated by OpenAI:

– The o1 model utilizes **60% fewer “thinking tokens”** compared to its predecessor, the o1-preview, leading to faster and cheaper outputs.
– Even with the reduced token utilization, the model achieves **25-35% higher accuracy** on metrics like LiveBench and the AIME (American Invitational Mathematics Examination).

These advancements render the o1 model an attractive option for developers focused on performance and cost-efficiency.

## **Enhancements in Real-Time Interaction**

OpenAI has made considerable improvements for real-time interaction, especially concerning voice-related applications:

1. **WebRTC Integration**
Developers now have the benefit of WebRTC (Web Real-Time Communication) integration, streamlining the development of audio interfaces for third-party applications. This enhancement complements the existing WebSocket audio standard and condenses the complexity of audio interface construction from around 250 lines of code to merely a few.

2. **Simplicity in Plug-and-Play**
OpenAI intends to release straightforward WebRTC code that can be effortlessly integrated into various devices, ranging from smart glasses to AI-enabled toys. This strategy aims to promote the creation of context-aware AI assistants across a diverse array of applications.

3. **Audio Token Cost Reductions**
To further encourage the adoption of audio-based APIs, OpenAI has cut the price of o1 audio tokens by **60%** and decreased the cost of 4o mini tokens by an impressive **90%**.

## **Innovations in Fine-Tuning**

For developers interested in fine-tuning AI models, OpenAI has introduced a revolutionary technique known as **Direct Preference Optimization**. This approach streamlines the fine-tuning procedure by allowing developers to submit two distinct responses and indicate their preferences, instead of providing precise input/output combinations. The model then adjusts based on these preferences, automatically accounting for aspects such as verbosity, formatting, style, and the intended level of creativity or assistance.

This new methodology greatly minimizes the effort required for fine-tuning, making it more approachable for developers of varying skill levels.

## **Broadened Language Support**

To serve a wider developer audience, OpenAI has launched new SDKs (Software Development Kits) for **Go** and **Java**. These SDKs simplify the process for developers utilizing these programming languages to connect to the OpenAI API and incorporate its functionalities into their applications.

## **Rollout and Future Initiatives**

The o1 model is being made available to Tier 5 development customers starting today. However, access to the **$200/month o1 Pro model** is still listed as “coming soon.” This premium tier is anticipated to provide additional advantages, including extended compute time and more advanced features.

## **Consequences for Developers and Enterprises**

The recent API upgrade from OpenAI signifies a major advancement in the progression of AI-driven applications. By merging enhanced performance, cost efficiency, and increased customization capabilities, the o1 model enables developers to construct more sophisticated and context-aware AI solutions. The inclusion of real-time interaction features and simplified fine-tuning processes further expands the potential of what can be accomplished with OpenAI’s technology.

For businesses, these improvements result in quicker, more effective AI solutions tailored to their needs.

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“TikTok Seeks Supreme Court Intervention as Potential Ban Approaches Next Month”

# Is TikTok Facing a Shutdown Next Month? SCOTUS Might Step In

The future of TikTok in the U.S. is in jeopardy as the widely-used social media platform confronts a possible nationwide prohibition. With a deadline of January 19 approaching, TikTok has appealed to the Supreme Court of the United States (SCOTUS) in a bid to avert the app’s discontinuation. This case has ignited a fervent debate surrounding national security, free speech, and the extensive ramifications of government involvement in digital platforms.

## TikTok’s Urgent Request to SCOTUS

TikTok has submitted an urgent petition asking SCOTUS to provide a temporary injunction to halt the implementation of the Protecting Americans from Foreign Adversary Controlled Applications Act. This legislation, which requires either a ban or a forced divestiture of TikTok to a U.S.-owned entity, was enacted due to worries that the app’s Chinese parent company, ByteDance, could be compelled by the Chinese government to manipulate content or collect user information for espionage.

In its petition, TikTok claims the law violates the Constitution, labeling it “a vast and unprecedented restriction on speech.” The company argues that Congress did not explore less severe options, such as mandating TikTok to post disclaimers that inform users of possible risks. TikTok further asserts that the government’s position is built on “secret evidence” and “minimal factual claims” that do not convincingly support the purported national security dangers.

## The Political Backdrop: Trump’s Influence

TikTok’s legal approach is also influenced by the political environment. The company has highlighted that President-elect Donald Trump, who will assume office on January 20, has shown support for preserving TikTok. During his campaign, Trump promised to advocate for the app, and his incoming national security advisor has publicly conveyed that Americans should continue to access TikTok. Furthermore, Trump’s nominee for health secretary, Robert F. Kennedy Jr., has initiated a separate legal challenge against the ban.

TikTok contends that enforcing the ban on January 19, only for the new administration to possibly reverse it the next day, is illogical. The company is appealing to SCOTUS to postpone the ban, allowing the incoming administration an opportunity to reconsider the law and its consequences.

## Free Speech and a Potential Precedent

TikTok’s legal representatives have framed the situation as a crucial moment for free expression in the United States. They caution that maintaining the ban could create a concerning precedent, giving Congress the power to restrict speech based on ambiguous national security claims. “Alarmist rhetoric regarding national security cannot overshadow the risk that the Act poses to all Americans,” TikTok articulated in its petition.

The company also pointed out the potential adverse effects on its U.S. user community, which depends on the app for information, social engagement, and income. TikTok has evolved into an essential platform for millions of creators, small enterprises, and activists, and its abrupt closure could have extensive repercussions.

## What Lies Ahead?

The Supreme Court has not yet made a decision about its intervention. If SCOTUS approves TikTok’s motion for a temporary injunction, the ban could be postponed, giving the court time to analyze the constitutional matters involved. Conversely, if the court opts not to intervene, TikTok will be compelled to cease operations on January 19, unless there are last-minute political or legal shifts.

This case holds broader significance for the tech industry and U.S.-China relations, raising critical inquiries about the equilibrium between national security and free speech, the government’s regulatory role concerning digital platforms, and the fate of international tech companies functioning within the U.S.

## In Conclusion

As the January deadline nears, TikTok’s future remains ambiguous. The Supreme Court’s ruling will not only influence the app’s continuation in the U.S. but could also establish a precedent for how the government addresses similar issues moving forward. For the time being, TikTok users and content creators find themselves in uncertainty, anticipating a resolution to a legal and political conflict that has captured the nation’s focus.

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“Supreme Court Elects Not to Review ISPs’ Challenge to $15 Broadband Legislation, Signifying Major Setback for Providers”

# Supreme Court Affirms New York’s Affordable Broadband Law: Consequences for ISPs and State Oversight

The Supreme Court has recently opted not to review a challenge made by broadband industry associations regarding New York’s Affordable Broadband Act (ABA), a state legislation mandating Internet Service Providers (ISPs) to provide low-cost broadband packages to low-income individuals. This ruling maintains the decision from the US Court of Appeals for the 2nd Circuit, which supported the law, representing a crucial development in the ongoing discussion surrounding state versus federal jurisdiction in broadband oversight.

## The Affordable Broadband Act: An In-Depth Examination

Passed in 2021, New York’s Affordable Broadband Act stipulates that ISPs must offer broadband plans at $15 per month for a minimum speed of 25 Mbps or $20 per month for speeds of 200 Mbps. These rates encompass all recurring taxes and fees, including equipment rental charges. The legislation also limits annual price hikes to 2% and mandates regular assessments to ensure minimum speed requirements are met. Smaller ISPs with under 20,000 subscribers may seek exemptions, and eligibility for these plans is based on income criteria.

The intention behind the law is to close the digital divide by increasing broadband access for low-income households, a focus that intensified during the COVID-19 pandemic, when stable internet access became critical for work, education, and healthcare.

## The Legal Conflict: Industry Opposition and Judicial Outcomes

The broadband sector, represented by six trade associations—including CTIA-The Wireless Association, USTelecom, and the Satellite Broadcasting and Communications Association—contested the law, claiming it was overridden by federal policies. They specifically referenced the Federal Communications Commission’s (FCC) 2017 abrogation of net neutrality regulations under then-Chairman Ajit Pai, which categorized broadband as a Title I information service, thereby constricting the FCC’s regulatory reach.

In 2021, a US District Court initially obstructed the law, siding with the industry’s position. Nonetheless, in April 2024, the 2nd Circuit Court of Appeals overturned this ruling, asserting that the Pai-era FCC’s deregulation of broadband effectively eliminated any federal oversight, thus enabling states to enact their regulations. The appeals court remarked that “a federal agency cannot prevent states from regulating in a sphere where the agency itself lacks regulatory power.”

The Supreme Court’s decision not to hear the case reinforces the 2nd Circuit’s judgment and sets a precedent that may encourage other states to introduce similarly inspired laws.

## Consequences for ISPs and State Oversight

The Supreme Court’s ruling carries major consequences for the broadband sector and state authorities:

### 1. **Increased State Involvement in Broadband Oversight**
With federal supervision diminished due to the FCC’s deregulation, states such as New York are taking measures to address the gap. The 2nd Circuit’s ruling highlights that states maintain the power to regulate broadband pricing and access, particularly when federal agencies opt not to intervene. This could lead to other states adopting comparable affordability initiatives, resulting in a complex landscape of regulations that ISPs will need to manage.

### 2. **Difficulties for ISPs**
ISPs have consistently contended that state-level regulations could create a patchwork of inconsistent guidelines and rising operational costs. The industry is concerned that the successful defense of New York’s law will encourage other states to follow suit, potentially resulting in extensive rate regulation. In their appeal to the Supreme Court, the trade associations cautioned that the Affordable Broadband Act might set a precedent for “below-market rates” that may prove economically unviable.

### 3. **Realignment in the Net Neutrality Discussion**
The ruling also underscores the broader ramifications of the FCC’s 2017 repeal of net neutrality standards. By yielding its authority to regulate broadband as a Title II common carrier service, the FCC inadvertently permitted states to assert their regulatory rights. This dynamic has also been reflected in California’s successful defense of its own state-level net neutrality legislation, which withstood several legal challenges from the broadband sector.

### 4. **Advantages for Consumers**
For low-income households, the Supreme Court’s decision represents a triumph that could result in more cost-effective broadband choices. In New York, the law holds the promise of making high-speed internet attainable for numerous households that might otherwise be unable to afford it. The state’s attorney general, Letitia James, stated that the law serves the public good without imposing excessive economic burdens on ISPs, pointing out that many providers already voluntarily offer low-cost plans.

## Wider Context: The FCC’s Role and Upcoming Challenges

The FCC, under current Chair Jessica Rosenworcel, has been striving to restore net neutrality regulations and reclassify broadband as a Title II service. However, these initiatives have encountered legal hurdles, including a recent decision from the 6th Circuit that temporarily blocked the FCC’s latest net neutrality order. The ongoing legal disputes underscore the complicated and frequently contentious relationship between federal and state authorities in the realm of broadband regulation.

If the FCC is successful in reinstating

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Nvidia Collaborators Unveil Information on Upcoming RTX 50-Series Graphics Cards, Including a 32GB RTX 5090 Variant

### Nvidia’s Upcoming RTX 50-Series GPUs: Key Details So Far

As excitement builds for CES 2024, speculation and leaks regarding Nvidia’s forthcoming RTX 50-series graphics cards are starting to emerge. The lineup, which includes the RTX 5090, 5080, 5070 Ti, and 5070—along with a China-specific RTX 5090D—promises to make a significant impact on the GPU landscape. Here’s what we know at this point based on the latest leaks and industry insights.

### **The Leaks: What’s Been Disclosed?**

Recent revelations from Nvidia’s collaborators, such as Zotac and Acer, have shed light on the upcoming RTX 50-series roster. Zotac briefly showcased the RTX 5090, 5080, 5070 Ti, and 5070 on its website, while Acer’s Predator Orion desktop specifications provided some important information concerning these GPUs. Here’s a summary of the highlights:

1. **RTX 5090**:
– **Memory**: 32GB of GDDR7, a notable enhancement from the RTX 4090’s 24GB of GDDR6X.
– **Performance Expectations**: Touted as the crown jewel of the series, the RTX 5090 is anticipated to offer a considerable performance improvement over the RTX 4090, which has stood unrivaled at the forefront of the GPU market since its October 2022 launch.
– **Physical Specifications**: The RTX 5090 will reportedly incorporate the GB202 GPU die, which is 20% larger than the AD102 die utilized in the RTX 4090. This enlargement, along with a more sophisticated TSMC manufacturing technique, indicates a commitment to expanding performance limits.

2. **RTX 5080**:
– **Memory**: 16GB of GDDR7, aligning with the memory capacity of the RTX 4080 and 4080 Super.
– **Target Audience**: Geared towards high-end gamers and creators who require premium performance without the exorbitant price tag of the RTX 5090.

3. **RTX 5070 Ti and 5070**:
– **Memory**: Leaks indicate 16GB for the 5070 Ti and 12GB for the 5070, both employing GDDR7 memory.
– **Market Position**: These cards are anticipated to serve upper-midrange gamers, presenting a compromise between performance and cost.

4. **RTX 5090D (China-Specific Variant)**:
– This variant will likely showcase modified specifications to adhere to U.S. export regulations on high-performance GPUs. While specifics are still limited, it highlights Nvidia’s approach to tailor its offerings to regional market demands.

### **The Significance of the RTX 5090**

The RTX 5090 is poised to be a transformative force in the GPU arena. Since the debut of the RTX 4090, no other card has approached its performance metric. AMD’s premier RX 7900 XTX, for example, more directly contends with the RTX 4080 and 4080 Super, leaving Nvidia’s premier model without direct competition.

For aficionados and professionals seeking excellence, the RTX 5090 signifies the first major performance enhancement in over two years. However, this premier performance is unlikely to be inexpensive. Industry experts predict that the RTX 5090 may surpass the $1,599 MSRP of the RTX 4090, especially owing to heightened manufacturing expenses linked to its larger GPU die and next-gen memory technology.

### **Pricing and Market Trends**

Nvidia’s pricing strategy for the RTX 50-series will be watched closely. The firm has struggled to maintain the RTX 4090’s availability at its $1,599 MSRP, and CEO Jensen Huang has previously indicated that the phase of decreasing chip prices has ended. This implies that the RTX 5090 might experience a price escalation, potentially pushing it further into the ultra-premium market segment.

In the meantime, AMD and Intel have not yet launched GPUs capable of rivaling Nvidia’s flagship offerings. This absence of high-end competition grants Nvidia substantial pricing leverage, although it raises concerns about affordability for average consumers.

### **What’s Happening with Midrange Offerings?**

Interestingly, no RTX 5060-series cards have been included in the leaks, leaving a gap in the midrange gaming sector. Nvidia typically unveils its flagship products first and follows up with midrange and entry-level options later in the product cycle. If we look to past trends, midrange RTX 50-series cards are likely to be introduced in the spring or summer of 2025, providing more budget-friendly choices for regular gamers.

### **Technological Innovations: GDDR7 and Beyond**

A prominent aspect of the RTX 50-series is its shift to GDDR7 memory, which delivers enhanced bandwidth and greater power efficiency compared to

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Honda Unveils the Comeback of the Prelude Coupe as a Hybrid Variant

### The Honda Prelude Returns: A Hybrid-Electric Sports Coupe with a Cutting-Edge Focus

Honda fans, celebrate! The cherished Honda Prelude is set for a spectacular return, poised to transform the hybrid-electric sports car landscape. After considerable speculation and excitement, Honda has confirmed that the new Prelude coupe will arrive in the U.S. in late 2025. This news has ignited enthusiasm among supporters of the legendary two-door coupe, long recognized as a beacon of innovation and driving enjoyment.

#### A History of Pioneering Spirit

The Honda Prelude boasts a remarkable legacy as a trailblazer in automotive advancement. Launched in 1978, it stood as one of Honda’s premier models, alongside the Civic and Accord. Throughout its five generations, the Prelude served as a platform for groundbreaking technologies, such as torque vectoring and four-wheel steering. These advancements not only improved the vehicle’s performance but also established new industry standards.

The Prelude’s esteemed reputation for merging aesthetics, performance, and technological prowess garnered it a dedicated fan base. It received accolades from prominent automotive writer L.J.K. Setright, who owned multiple Preludes and lauded their engineering finesse. Now, after a hiatus exceeding twenty years, Honda is breathing new life into the Prelude with a contemporary flair that reflects the brand’s dedication to electrification.

#### A Hybrid-Electric Sports Car

The upcoming Honda Prelude will be a hybrid-electric sports coupe, embodying Honda’s approach to electrifying its lineup while prioritizing thrilling driving experiences. As stated by Jessika Laudermilk, Honda Auto Sales’ assistant vice president, the Prelude’s revival highlights Honda’s commitment to providing a variety of vehicles that address diverse customer needs.

“The reintroduction of the Honda Prelude as a hybrid-electric sports model exemplifies our ongoing commitment to deliver an array of exciting products tailored to the preferences of our customers,” Laudermilk noted. She also emphasized the importance of reestablishing the Civic, Accord, and Prelude within Honda’s hybrid passenger vehicle lineup.

#### Unveiling Honda S+ Shift

One of the most captivating features of the forthcoming Prelude is the debut of a new driving mode called **Honda S+ Shift**. This innovation aims to “enhance linear shift control to deliver optimal levels of driver involvement.” Although Honda has yet to disclose specific technical details, the S+ Shift mode is anticipated to elevate the driving experience by fine-tuning the responsiveness and performance of the hybrid powertrain.

Nonetheless, traditionalists may be disheartened to learn that the new Prelude will not feature a manual transmission. This choice aligns with the industry’s general move toward electrification and automated systems, potentially leaving some enthusiasts yearning for the physical connection of a classic stick shift.

#### An Eye-Catching Design

While Honda has kept most design details under wraps, the concept car revealed earlier this year at the Long Beach Grand Prix offers a sneak peek of what’s in store. The new Prelude showcases slick, aerodynamic shapes and a striking front end that some have compared to the Toyota Prius, especially regarding its headlight design. This contemporary look is likely to attract a new wave of drivers while honoring the Prelude’s heritage of eye-catching design.

#### Current Insights

Although Honda has disclosed several thrilling aspects of the new Prelude, numerous details remain unknown. Here’s a brief overview of what we understand at this point:

– **Release Date**: The new Honda Prelude is set to launch in the U.S. in late 2025.
– **Power Source**: A hybrid-electric configuration, with no manual transmission option available.
– **Driving Mode**: The innovative Honda S+ Shift designed for improved driver interaction.
– **Design**: A modern, sleek coupe with aesthetics reminiscent of the Toyota Prius.
– **Heritage**: A continuation of the Prelude’s legacy as a tech-savvy sports vehicle.

#### The Prelude’s Contribution to Honda’s Electrified Vision

Bringing back the Prelude is integral to Honda’s broader mission to electrify its offerings and fulfill global sustainability objectives. By 2040, Honda aims for complete electrification of its models, and the new Prelude serves as a link between the brand’s illustrious past and its electrified ambitions. As a hybrid-electric sports coupe, the Prelude will resonate with drivers who value performance alongside environmental awareness.

#### Concluding Remarks

The return of the Honda Prelude marks a significant milestone for automotive aficionados and stands as proof of Honda’s capacity to innovate while remaining faithful to its roots. By integrating a hybrid-electric powertrain with advanced features like Honda S+ Shift, the new Prelude is set to deliver a driving experience that combines excitement with forward-looking technology.

As we await further information regarding the Prelude’s specifications and features, one certainty remains: this iconic coupe is destined to make a substantial impact in the automotive arena when it debuts in 2025. Whether you are a devoted Prelude admirer or a newcomer to the brand, the new model is bound to capture your attention.

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