Python vs. R vs. SQL: 2025 Data Science Programming Language Trends  Analytics Insight

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Although the US unemployment rate held steady at 4.2% in May with 139,000 jobs added to the US workforce, nearly 100,000 layoffs were also announced — up 47% from last year, according to new data from the US Bureau of Labor Statistics and others. Tech and federal cuts led the way in layoffs, driven by economic pressure, programmatic firings and AI-driven shifts in workforce needs, according to outplacement firm Challenger, Gray & Christmas. Technology remains a top sector for cuts amid ongoing disruptions, according to the firm’s data. In May, tech companies announced 10,598 layoffs, bringing the 2025 total to 74,716; that’s up 35% from 55,207 at the same time last year. “Tariffs, funding cuts, consumer spending, and overall economic pessimism are putting intense pressure on companies’ workforces. Companies are spending less, slowing hiring, and sending layoff notices,” Andrew Challenger, senior vice president of Challenger, Gray & Christmas, said in a statement. Uneasiness continues to weigh on tech hiring, according to CompTIA, a provider of IT training and certification products. The unemployment rate for tech jobs in May was 3.4%, roughly in line with April’s 3.5%, CompTIA data showed. The tech unemployment rate continues to sit below the national rate. CompTIA Tech sector companies added a modest 1,571 net new employees in May, analysis of the BLS jobs report by CompTIA showed. Job growth in cloud infrastructure and tech services was offset by reductions in the telecommunications sector. Tech employment across the broader economy declined by an estimated 131,000 positions. “With prior month employment gains, tech occupation employment remains in the positive for the year,” CompTIA said. “It is undoubtedly a challenging time for employers and job seekers facing uncertainty on multiple fronts,” said Tim Herbert, CompTIA’s chief research officer. “At the same time, it requires taking a measured approach given the data continues to hold up reasonably well.” One bright spot for tech hires in May was the finance and insurance industry, which collectively saw a 21% increase in new tech job postings; new tech job openings also rose by 16% in the retail sector, according to CompTIA. Even so, tech layoffs have continued as AI adoption soars and economic pressures drive a major shift toward new roles and skills in the workforce. “AI isn’t replacing jobs,” said Kye Mitchell, president of tech workforce staffing firm Experis US. “It’s fundamentally redefining how work gets done. We’re seeing AI augment skillsets and make professionals more capable, faster, and able to focus on higher-value work.” Technology only displaces jobs when about 80% of tasks can be automated — and AI isn’t close to doing that, said Mitchell. Right now, AI is enhancing skills, boosting productivity, and freeing up time for higher-value work. Hiring for AI positions and those requiring AI skills continues to grow rapidly, according to a CompTIA analysis of data from Lightcast and Stanford University study. CompTIA found that employer job postings related to AI are up 117% year-to-date year-over-year. Challenger, Gray & Christmas Skills-based hiring remains core to many employers’ recruiting strategies. About half of all tech job postings did not specify a need for a four-year academic degree, seeking instead a combination of work experience, training and industry-recognized certification, according to CompTIA’s and other data. Even so, employers are hesitant to hire. “Economic uncertainty is absolutely creating a cautious hiring environment, but it’s more complex than tariffs alone,” Mitchell said. “Our data shows employers adopting a ‘wait and watch’ stance as they monitor economic signals, with job openings down 11% year-over-year.” Still, the tech job market is adjusting as AI adoption grows. AI skill mentions in job postings fell 10% in May but are still up 10% for the year, showing steady demand, Mitchell said. The tech industry had been nearly bullet-proof from mass layoffs prior to 2022. After a hiring surge between 2020 and 2022 to meet digitization efforts as more people worked from home, the market shifted and began slashing jobs to readjust to the new reality. Tech companies such Google, Amazon, Meta (Facebook) and others laid off tens of thousands of workers  as an adjustment to over-hiring during the COVID-19 pandemic. In 2023 alone, 1,186 tech companies laid off about 262,682 staff, compared to 164,969 layoffs in 2022. In January 2024, job cuts leaped 136% over December and hit a 10-month high, according to Challenger, Gray & Christmas. While the labor market remained steady, there are signs that hiring across the board is softening. Open job postings fell 7% this year and new postings dropped 16% in the past month — the first full contraction of 2025. Year-to-date, new postings are flat compared to last year, according to Ger Doyle, ManpowerGroup’s regional president for North America. Doyle, however, was optimistic. “This is a chill, not a freeze,” he said. “Workers and employers are holding steady, awaiting clarity.” For example, he said, project management roles are up 483% year-over-year, and as the broader outlook improves, a rebound could follow, he added.  Demand for data roles is surging as companies shift from AI experiments to execution. Database architect postings are up 2,140% year-over-year, with data scientist postings up 280% — clear signs of companies building the backbone for an AI-driven future, Experis’s data showed. “This shift is also reshaping how talent enters the industry. Entry-level opportunities are becoming more limited, making it harder for recent graduates to gain a foothold,” Mitchell said. “For those looking to break in, deep analytical and technical skills are no longer optional.”

Posted on : June 5, 2025 By Tech World Times AI  Rate this post Artificial intelligence tools now touch nearly every corner of modern business, from customer service and marketing to supply chain management and HR. These powerful technologies promise speed, accuracy, and insight, but their missteps can cause more than temporary inconvenience. A single AI-driven error can result in regulatory investigations, civil lawsuits, or public scandals that threaten the foundation of a business. Understanding how legal exposure arises from AI mistakes—and how a skilled attorney protects your interests—is no longer an option, but a requirement for any forward-thinking business owner. What Types of AI Errors Create Legal Liability? AI does not think or reason like a human; it follows code and statistical patterns, sometimes with unintended results. These missteps can create a trail of legal liability for any business owner. For example, an online retailer’s AI recommends discriminatory pricing, sparking allegations of unfair trade practices. An HR department automates hiring decisions with AI, only to face lawsuits for violating anti-discrimination laws. Even an AI-driven chatbot, when programmed without proper safeguards, can inadvertently give health advice or misrepresent product claims—exposing the company to regulatory penalties. Cases like these are regularly reported in Legal news as businesses discover the high cost of digital shortcuts. When Is a Business Owner Liable for AI Mistakes? Liability rarely rests with the software developer or the tool itself. Courts and regulators expect the business to monitor, supervise, and, when needed, override AI decisions. Suppose a financial advisor uses AI to recommend investments, but the algorithm suggests securities that violate state regulations. Even if the AI was “just following instructions,” the advisor remains responsible for client losses. Similarly, a marketing team cannot escape liability if their AI generates misleading advertising. The bottom line: outsourcing work to AI does not outsource legal responsibility. How Do AI Errors Harm Your Reputation and Operations? AI mistakes can leave lasting marks on a business’s reputation, finances, and operations. A logistics firm’s route-optimization tool creates data leaks that breach customer privacy and trigger costly notifications. An online business suffers public backlash after an AI-powered customer service tool sends offensive responses to clients. Such incidents erode public trust, drive customers to competitors, and divert resources into damage control rather than growth. Worse, compliance failures can result in penalties or shutdown orders, putting the entire enterprise at risk. What Steps Reduce Legal Risk From AI Deployments? Careful planning and continuous oversight keep AI tools working for your business—not against it. Compliance is not a “set it and forget it” matter. Proactive risk management transforms artificial intelligence from a liability into a valuable asset. Routine audits, staff training, and transparent policies form the backbone of safe, effective AI use in any organization. You should review these AI risk mitigation strategies below. Implement Manual Review of Sensitive Outputs: Require human approval for high-risk tasks, such as legal filings, financial transactions, or customer communications. A payroll company’s manual audits prevented the accidental overpayment of employees by catching AI-generated errors before disbursement. Update AI Systems for Regulatory Changes: Stay ahead of new laws and standards by regularly reviewing AI algorithms and outputs. An insurance brokerage avoided regulatory fines by updating their risk assessment models as privacy laws evolved. Document Every Incident and Remediation Step: Keep records of AI errors, investigations, and corrections. A healthcare provider’s transparency during a patient data mix-up helped avoid litigation and regulatory penalties. Limit AI Access to Personal and Sensitive Data: Restrict the scope and permissions of AI tools to reduce the chance of data misuse. A SaaS provider used data minimization techniques, lowering the risk of exposure in case of a system breach. Consult With Attorneys for Custom Policies and Protocols: Collaborate with experienced Attorneys to design, review, and update AI compliance frameworks. How Do Attorneys Shield Your Business From AI Legal Risks? Attorneys provide a critical safety net as AI integrates deeper into business operations. They draft tailored contracts, establish protocols for monitoring and escalation, and assess risks unique to your industry. In the event of an AI-driven incident, legal counsel investigates the facts, manages communication with regulators, and builds a robust defense. By providing training, ongoing guidance, and crisis management support, attorneys ensure that innovation doesn’t lead to exposure—or disaster. With the right legal partner, businesses can harness AI’s power while staying firmly on the right side of the law. Tech World TimesTech World Times (TWT), a global collective focusing on the latest tech news and trends in blockchain, Fintech, Development & Testing, AI and Startups. If you are looking for the guest post then contact at techworldtimes@gmail.com

SYNDICATE WORKFORCE SOLUTIONS is partnering with a leading-edge client to identify a Staff Rendering Systems Engineer / Architect in Newark, CA. This opportunity is ideal for a technical visionary ready to lead rendering infrastructure initiatives at the forefront of visual effects, automotive visualization, and simulation technology. We are specifically seeking individuals with world-class experience at studios involving high-performance render-intensive environments. If you’ve helped build the rendering backbone behind iconic animated or VFX-heavy productions, we want you on this team. About the Role The Staff Rendering Systems Engineer will architect and optimize rendering infrastructure for high-performance, scalable operations. You will work cross-functionally with engineering and production teams to enhance pipeline efficiency, implement automation, and solve complex technical issues in rendering workflows. You’ll also provide thought leadership in infrastructure planning and help shape a secure and future-ready rendering technology roadmap. Key Responsibilities Define and implement architectural strategies for scalable rendering infrastructure and workflows. Oversee and optimize Deadline render farm configuration for performance, efficiency, and scalability. Automate rendering pipeline tasks using Bash, Python, SQL, and Ruby to improve throughput and reduce manual overhead. Lead research and implementation of cloud-based rendering technologies. Collaborate with cross-functional teams to troubleshoot rendering issues and ensure system performance. Establish and maintain best practices for security, reliability, and system scalability. Advise on OS lifecycle management, virtualization, and package management. Participate in high-level architectural planning to align with business and technology goals. Required Qualifications Bachelor’s degree in computer science, Engineering, or equivalent technical field. 8+ years of hands-on experience managing render farms, preferably within CGI/VFX production environments. Strong experience with rendering pipelines and farm management tools such as Deadline. Proven expertise in large-scale rendering infrastructure design and maintenance. Background working in or supporting large design studios specializing in visual effects, animation, or interactive content production. Technical Skills Strong knowledge of server hardware, storage systems, and GPU/CPU rendering technologies. Fluency in scripting languages (Bash, Python, SQL, Ruby). Familiarity with virtualization, OS management, and performance optimization. Understanding of render farm automation, security principles, and DevOps-style deployment. How to Apply Submit your resume to Resumes@swfs.ai today and take the next step in your professional journey with SYNDICATE WORKFORCE SOLUTIONS – Empowering Talent. Advancing Technology. Driving Innovation.

Browning Industrial Park / MULTIPLE Architecture & UrbanismSave this picture!© Bruno Dias Ventura Architects: MULTIPLE Architecture & Urbanism Area Area of this architecture project Area:  15562 m² Year Completion year of this architecture project Year:  2024 Photographs Photographs:Bruno Dias Ventura Manufacturers Brands with products used in this architecture project Manufacturers:  Joris Ide, Ozklux, VMZINC, ZumtobelMore SpecsLess Specs Save this picture! Text description provided by the architects. The Browning Park project emerged from a strong ambition: to transform a derelict industrial site - once home to Herstal's weapons industry - into a vibrant green lung at the heart of the city. Over time, the site had become a sealed and fragmented grey zone, disconnected from its surrounding neighborhoods. The project was driven by a desire to reverse this fragmentation by creating a continuous pedestrian path, reopening the site, and reconnecting it with its urban context. This central promenade became the backbone of the design, around which inclusive and fully accessible public spaces were thoughtfully arranged.Save this picture!Save this picture!Save this picture!One of the most significant challenges stemmed from the condition of the site itself. Decades of industrial activity had left behind polluted soils and substantial infrastructural remnants. A deep soil remediation process - reaching depths of up to 12 meters - was required before any development could begin. This necessary intervention also offered the opportunity to reshape the topography and increase permeable surfaces, thus improving rainwater infiltration and boosting the site's resilience to climate change. Another key challenge involved balancing heritage preservation with new uses. The former Browning factory, for instance, had to be partially dismantled, structurally reinforced, and reimagined, while retaining its historical identity.Save this picture!In terms of construction, the project focused on reusing existing structures wherever possible. The factory's original metal frame was preserved and strengthened, and a new timber roof was added to create a covered public hall. Adjacent to it, the garden integrates remnants of the steel framework, which now supports wild vegetation and forms a robust, weather-resistant landscape feature. These gestures embody the project's commitment to circularity and a low environmental footprint.Save this picture!Save this picture!Save this picture!Save this picture!The spatial layout of the park was carefully designed to accommodate a wide variety of users and age groups. Along the main pedestrian spine, a sequence of diverse atmospheres and uses unfolds: a skatepark, a playground, picnic areas, outdoor fitness zones, a square with a fountain, a woodland area, and a flower garden. All these features are barrier-free and fully accessible.Save this picture!The project was developed in close dialogue with the people of Herstal and future park users. A series of public consultations and co-creation workshops were held throughout the design process, ensuring the park would reflect local needs and aspirations. The involvement of municipal services, which will oversee the long-term maintenance of the park, the hall, and the intergenerational house, was also crucial to ensuring the project's durability and success.Save this picture! Project gallerySee allShow less Project locationAddress:Herstal, BelgiumLocation to be used only as a reference. It could indicate city/country but not exact address.About this office MaterialSteelMaterials and TagsPublished on June 05, 2025Cite: "Browning Industrial Park / MULTIPLE Architecture & Urbanism" 05 Jun 2025. ArchDaily. Accessed . <https://www.archdaily.com/1030623/browning-industrial-park-multiple-architecture-and-urbanism&gt ISSN 0719-8884Save世界上最受欢迎的建筑网站现已推出你的母语版本!想浏览ArchDaily中国吗?是否 You've started following your first account!Did you know?You'll now receive updates based on what you follow! Personalize your stream and start following your favorite authors, offices and users.Go to my stream

The lab as we know it today is being transformed by how we think about medical research and drug discovery, as well as the intersection of artificial intelligence and biotechnology. As someone who has transitioned from a doctor to a tech CEO, I’ve witnessed firsthand how our mindset around medicine and innovation needs to evolve to keep pace with the accelerating changes in technology. In my journey, one of the most important lessons I’ve learned is: You can be too smart for your own good. It may sound counterintuitive, but when building a company or investing in new technologies, the smartest people often fall into the trap of overcomplicating things. A brilliant idea isn’t always enough. You need the right people who can think creatively, take risks, and make it happen in the real world. For me, the mindset shift from doctor to CEO was about understanding that it’s not just about medical knowledge; it’s about building the right ecosystem to nurture that knowledge and turn it into real and transformative change. I believe that a crucial part of that ecosystem for my company, Owkin, is a new form of intelligence: a biological artificial superintelligence (BASI) to complement the ingenious human minds working with us. Next generation AI tools, like K Navigator, Owkin’s agentic co-pilot for researchers, and K Pro for pharma, which is in the pipeline, will allow us to understand the full complexity of biology that has been beyond human understanding so far. This forms the backbone of Owkin’s mission: We are creating the next-generation pharma focused on discovering cures and significantly enhancing pipeline value by developing a new intelligence system capable of decoding biological truths at scale. AI can fill the innovation gap left by pharma As the pharmaceutical industry increasingly focuses on a handful of blockbuster drugs, it’s leaving behind many areas of medicine that are crucial for the future of healthcare. Too many diseases remain uncured as traditional pharma struggles to navigate the complexity of biology to augment care with efficient new molecules and diagnostics. From rare diseases to precision oncology, there’s an innovation gap that AI is perfectly positioned to fill. AI can identify previously overlooked opportunities and streamline the development of treatments that are highly personalized and targeted. Unlike traditional pharmaceutical companies that are heavily reliant on large-scale, high-risk projects, AI companies can operate in a more agile, data-driven way. We can make smaller, more informed bets, leveraging machine learning and vast datasets to uncover insights that were once out of reach. This shift enables faster and more efficient drug discovery, with the added benefit of offering solutions for diseases that may not have attracted the attention of big pharma. Cell lines alone aren’t going to work Most traditional biological research has been based on cell lines—cells removed from the human body and grown in petri dishes. But as we look to the future, there’s a growing realization that cell lines, and other traditional research methods, are becoming outdated. While once a staple in biomedical research, they do not accurately replicate the complexity of human biology, and they fail to capture the diversity and variability that exists in real patients. AI-driven models are capable of moving beyond the limitations of cell lines by integrating data both from research done in cells and tissues removed from the body (in vitro) and from research done in living animals (in vivo). This validation approach, which incorporates multiple data types and sources, allows us to create more reliable and predictive models of human diseases. Science is advancing, and so is regulation. The FDA’s recent announcement of plans to phase out animal testing in favor of “more effective, human-relevant methods” means that we are entering an era where therapies can be tested on human tissue models from the very start. In collaboration with leading academic centers, Owkin has developed a patient-derived, lab-grown organoid (a mini version of a human organ), a breakthrough that brings us closer to faster, more accurate, and humane drug discovery. The combination of clinical data, genomic insights, and AI not only accelerates the development of new treatments but also increases their chances of success in clinical trials. The lab of the future The lab of the future will be one where AI is at the center, guiding discovery, improving precision, and increasing efficiency. Validation using real-world data will allow us to make better decisions and achieve higher rates of success. The traditional research process is being upended by these new technologies, and that’s a good thing. The future of medicine will not just rely on human expertise, but on the power of AI and data to transform how we understand and treat disease. AI will deliver transformative therapies at an exponential scale, addressing the complexities of biology that traditional pharmaceutical approaches often cannot solve. Labs will become automated and serve as the ultimate playground for scientists, driving the future of drug discovery by harnessing the full potential of advanced AI systems. In these dynamic labs, organoids and agents will come together to work in synergy, allowing scientists to model and simulate human biology with greater accuracy. AI-driven technology will decipher biological patterns to identify the patients most likely to respond to specific treatments, significantly improving the chances of success in clinical trials and beyond. Seamlessly integrating these cutting-edge tools into the lab environment will transform the way we approach drug discovery, targeting diseases with a level of precision that was previously unimaginable. By pioneering the use of data, biology, and AI to decode the fundamental mechanics of disease and advance medical science, it will be possible to establish a foundation for the future of a “positive singularity” in medicine. Through this innovative ecosystem, AI can revolutionize medicine. The time to innovate is now, and the possibilities are endless. Thomas Clozel is cofounder and CEO of Owkin.

Outlets 8, Conghua | © Wu Siming In the landscape of contemporary Chinese urbanism, few typologies encapsulate the contradictions of late-capitalist development more vividly than the pseudo-European commercial complex. These replicated enclaves, constructed en masse in the early 2000s, were once marketed as symbols of international sophistication. Over time, however, many were abandoned, becoming architectural vestiges of speculative urbanism. Outlets 8 in Conghua, Guangzhou, is one such project that has undergone a radical architectural reinterpretation. Originally completed in 2018 but long dormant, it has been reimagined by E Plus Design in collaboration with URBANUS/LXD Studio. Through a precise, light-touch intervention, the project avoids wholesale demolition and reprograms space through color, rhythm, and landscape strategy. Outlets 8, Conghua Technical Information Architects1-14: E Plus Design Central Plaza Design: URBANUS / LXD Studio Location: Conghua District, Guangzhou, China Gross Area: 80,882 m2 | 870,000 Sq. Ft. Project Years: 2022 – 2023 Photographs: © Wu Siming This approach is like a contemporary remix of classical music. The four blocks correspond to four movements. Without extensive demolition or altering the European-style architectural rhythm, we reinterpreted the emotional tones, chords, and cadenzas. Through a blend of color and modern gestures, the outdated and disproportionate ‘faux-antique’ complex has been reorchestrated into a contemporary architectural symphony. – Li Fu, Chief Architect at E Plus Design Outlets 8, Conghua Photographs Aerial View | © Wu Siming © Wu Siming © Wu Siming © Wu Siming © Wu Siming © Wu Siming © Wu Siming © Chen Liang Liu Shan © Chen Liang Liu Shan © Chen Liang Liu Shan Outlets 8 Context and Typological Challenge Outlets 8 was initially conceived as a 110,000-square-meter faux-European outlet village. Despite its scale and investment, it struggled to resonate with local cultural dynamics and remained idle. The typology itself, rooted in nostalgic mimicry, was already facing obsolescence. The challenge, then, was not only architectural but also conceptual: how to resuscitate a typology that had become both spatially and culturally inert. The design team chose a strategy of minimal physical intervention coupled with maximal perceptual impact. Rather than demolish or drastically reconstruct, they aimed to re-signify the existing structures. This approach reflects a growing trend in urban renewal across China, where sustainability, cost-efficiency, and cultural specificity take precedence over spectacle. Spatial Transformation Through Chromatic Reprogramming After | © Wu Siming Before | Original Facade, © E+ At the intervention’s core is using color as a spatial and psychological agent. The ornament-heavy facades were stripped of their polychromatic excess and repainted in low-saturation hues. This chromatic cleansing revealed the formal rhythms of the architecture beneath. By doing so, the design avoids mimicry and opts for abstraction, reintroducing clarity to the site’s visual language. The design framework is structured as a musical metaphor, with each of the four blocks conceived as a separate movement in a visual symphony. The street-facing facades, now unified through a golden “variation,” establish a new urban frontage that is both legible and symbolically rich. A ribbon-like golden band traces across the main elevations, creating continuity and contrast between old and new volumes. In contrast, the sports block adopts a cooler, blue-toned palette, offering a different spatial and functional rhythm. New architectural insertions are rendered in transparent materials, signaling temporal and programmatic distinctions. At the center, the elliptical plaza becomes a spatial crescendo, defined by a sculptural intervention inspired by Roman aqueducts. This feature functions as a landmark and a temporal break, juxtaposing historical references with performative landscape elements. Rewriting Landscape as Urban Ecology After | © Wu Siming Before | Original Facade, © E+ Water, derived from the nearby Liuxi River, serves as the thematic and material backbone of the landscape design. Its integration is not symbolic but functional. Water flows through constructed channels, interactive fountains, and sculptural cascades that encourage observation and participation. These elements create a multisensory environment that enhances the spatial experience while reinforcing ecological awareness. The planting strategy emphasizes native species capable of withstanding Guangzhou’s subtropical climate. The design maximizes greenery wherever regulatory conditions allow, particularly along the main entrance, central corridors, and arcaded walkways. The result is a layered landscape that balances visual density with ecological resilience. Integrating landscape and architecture as a singular design operation, the project shifts away from ornamental greening toward environmental synthesis. This approach foregrounds interaction and immersion, aligning with broader shifts in landscape architecture toward performative and participatory ecologies. Programmatic Rebirth and Urban Implications After | © Wu Siming Before | Original Facade, © E+ Beyond formal and material considerations, the project redefines the programmatic potential of large-scale retail environments. Positioned as a “micro-vacation” destination, Outlets 8 is a hybrid typology. It combines retail, leisure, and outdoor experience within a cohesive spatial narrative. This reprogramming responds to changing patterns of consumption and leisure in Chinese cities, particularly among younger demographics seeking experiential value over transactional efficiency. Statistical metrics underscore the project’s social impact. In its first nine days, the outlet attracted over half a million visitors and became a trending location across multiple digital platforms. While not the focus of architectural critique, these figures reflect a successful alignment between spatial renewal and public resonance. More importantly, the project offers a replicable model for dealing with the vast inventory of misaligned commercial developments across China. The intervention avoids nostalgia and cynicism by foregrounding perceptual clarity, ecological integration, and cultural recontextualization. Instead, it offers a clear path forward for reimagining the built remnants of a prior urban paradigm. Outlets 8, Conghua Plans Elevations | © E Plus Design Floor Plan | © E Plus Design Floor Plan | © E Plus Design Floor Plan | © E Plus Design Floor Plan | © E Plus Design Sections | © E Plus Design Outlets 8, Conghua Image Gallery About E Plus Design E Plus Design is a multidisciplinary architecture studio based in Shenzhen, China, known for its innovative approaches to urban renewal, adaptive reuse, and large-scale public space transformations. The firm emphasizes minimal intervention strategies, spatial clarity, and contextual sensitivity, often working at the intersection of architecture, landscape, and urban design to create integrated environments that are both socially responsive and experientially rich. Credits and Additional Notes Chief Design Consultant: Liu Xiaodu Master Plan, Architecture, and Landscape Schemes: E Plus Design Lead Architects: Li Fu, Coco Zhou Project Managers (Architecture): Guo Sibo, Huang Haifeng Architectural Design Team: Wang Junli, Zhang Yan, Cai Yidie, Zhu Meng, Lin Zhaomei, Li Geng, Stephane Anil Mamode, Liu Shan, Zhou Yubo Central Plaza Design: URBANUS / LXD Studio Architect of Central Plaza: Liu Xiaodu Project Manager: Li An’hong Facade Design: Song Baolin, Li Minggang Lighting Design (Concept): Fang Yuhui Lighting Consultant: Han Du Associates Client: Guangzhou Outlets 8 Commercial Management Co., Ltd. Client Design Management Team: Yin Mingyue, Zhao Xiong Landscape Area: 29,100 m² Chief Landscape Architect: Gao Yan Project Manager (Landscape): Zhang Yufeng Landscape Design Team: Yu Xiaolei, Li Zhaozhan, Liu Chenghua Landscape Construction Drawings: E Plus Design Project Manager: Wang Bin Design Team: Wang Bin (Landscape Architecture). Huang Jinxiong (Greening Design). Li Gen (Water & Electricity Design) Structural Design Team: Wang Kaiming, Yang Helin, Wu Xingwei, Zhuang Dengfa Electrical Design Team: Sun Wei, Yang Ying Interior Design Concept Design: Shenzhen Juanshi Design Co., Ltd. Chief Interior Designer: Feng Feifan Project Manager: Liu Hongwei Design Team: Niu Jingxian, Shi Meitao Construction Drawings: Shenzhen Shiye Design Co., Ltd. Project Manager: Shen Kaizhen Design Team: Yao Yijian, Yang Hao, Liu Chen Wayfinding Design Studio: Hexi Brand Design Co., Ltd. Curtain Wall Design Firm: Positive Attitude Group (PAG)

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Dad may already own enough tools, but we bet they don’t look nearly as good as these do.$216 at Amazon$240 at HotoSatechi Vegan-Leather Magnetic Wallet Stand$28$4030% off$28Satechi’s MagSafe-ready wallet addresses two specific needs that may make it a must-have for some dads: it’s crafted from vegan leather, and it doubles as a kickstand. That means the durable wallet provides a hands-free way to watch videos or hop on a call, whether you place it in portrait or landscape mode. AirPods 4$119$1298% off$119Most of Apple’s high-end earbud tech can be found in the AirPods 4, which cost significantly less than the latest Pro model. They’re relatively small, offer great sound, and even support USB-C charging, making them a great pick if you can do without active noise cancellation.James$18$2836% off$18Percival Everett’s first work of fiction earned him the Pulitzer this year — and it’s no surprise. The bold 2024 tale serves as a reworking of Huck Finn as told by the enslaved man who travels with him down the Mississippi, and although it’s dead serious at times due to the subject matter, it’s also inventive, poetic, and surprisingly funny.Xiaomi Sound Pocket$27$3010% off$27Xiaomi doesn’t have as much of a presence in the US as it does globally, but thankfully, the classy Sound Pocket is readily available. The compact Bluetooth speaker supports hands-free calling with its built-in microphone, and its IP67 rating means it can even handle some water — so long as you don’t submerge it for too long.$27 at Amazon (with on-page coupon)$30 at Walmart (with on-page coupon)$35While writing Cat’s Cradle, Kurt Vonnegut needed to pay the bills, so he tried his hand at making board games. His creation, a tactical war-themed tabletop game called GHQ (General Headquarters), never saw the light of day — that is, until recently. Needless to say, the two-player game is a great title for Vonnegut fans and scholars alike.$35 at Barnes & Noble$35 at Kurt Vonnegut’s GHQ Museum and Library$550The Forerunner 570 has no business looking as good as it does for a running watch. Garmin’s new wearable features a bright OLED display, a slick translucent band, and several new features, including skin temperature sensors and a built-in speaker / mic. The only real question is what size to get for dear ol’ dad: 42mm or 47mm?$70Magic: The Gathering isn’t as difficult to get into as you might think, and the Final Fantasy-themed expansion might be the perfect place to start. The upcoming collection has sent the internet into a proverbial spiral, with many products selling out as a result of a very dedicated fan base. Lucky for dad, the entry-level starter kit is still readily available.Nitecore BB21 electric blower$65$707% off$65All of dad’s precious tech is prone to dust and other debris, which can impact usability if left unchecked. Fortunately, with Nitecore’s rechargeable air blower as a companion, he can easily rid his mechanical keyboards and other tough-to-reach crannies of unwanted grime, ensuring all of his gadgets are in tip-top shape.$31Bon Iver’s Justin Vernon has come a long way from the fabled Wisconsin cabin where he supposedly holed up to record his debut. Sable, Fable, his latest LP, is a welcome kaleidoscope of sounds and feelings, from familiar strummers and beat-heavy ballads to the kind of sultry, R&B-flecked tracks that would make Prince swoon.$450Telepathic Instruments’ retrofuturist keyboard is a vibes machine, one designed for people who want to easily produce cool sounds. It only houses a few piano keys, but it has dedicated major, minor, and other inputs that let you get creative without necessarily having to know how to play.$450 at Telepathic InstrumentsChef’n S’mores Roaster$50$7432% off$50You can effortlessly replicate the magic of making s’mores while camping with Chef’n’s small, safe machine. The contained flame on the tidy indoor / outdoor roaster is built to toast marshmallows, while its ceramic dome can melt chocolate onto graham crackers. All you’ll need to supply is a fuel can, plus all the s’mores ingredients you can muster.Panasonic 4K Blu-ray player (DP-UB420-K)$245$2502% off$245Like all of us, your dad deserves to watch movies at the best possible resolution, which is where a 4K Blu-ray player comes in. Panasonic makes some of the best models you can buy, and when paired with the right TV, 4K Blu-rays look and sound better than even the most high-res streaming apps. Plus, it’s still fun to collect discs.$125If your dad’s shaving gadget repertoire is outdated, try treating him to a fantastic — and customizable — beard trimmer. Panasonic’s washable, wide-tipped model comes with 19 adjustable settings and can cut hair, too, just in case dad wants to keep a short ’do or touch up his sideburns.$125 at Amazon$125 at PanasonicOntel Battery Daddy storage system$15$2025% off$15Most modern gadgets are rechargeable via USB-C, but many households still rely on traditional batteries for all sorts of things. Your dad is sure to be impressed with your moxie when you gift him this deluxe battery organizer, which has dedicated compartments for coin cell batteries, large D-cell batteries, and all of the smaller sizes in between.Baseus Free2Pull Retractable USB-C Cable 100W$10$2255% off$10Most people don’t want to wrangle cables… and who can blame them? Not us, which is why several folks at The Verge own Baseus’ handy, retractable USB-C option. The Free2Pull comes in two sizes, each of which conveniently pulls the excess cable into a small puck that’s far tidier and easier to manage than a loose cord.$200Most Lego creations occupy some desk or table space, which can be annoying if you’re trying to tidy up. However, every item from Lego’s Vincent van Gogh collection, which consists of several brick-ified paintings from the artist’s late-1800s heyday, can be assembled and then mounted to your wall.$220A massage gun is a gift that keeps on giving. When muscles and tendons are tight or sore, the Theragun Mini serves as a quick and easy remedy, allowing dad to get on with his day with less discomfort. The third-gen model is just a little smaller, making what was already an ultra-portable device even more compact.Birdfy Feeder 1$120$22045% off$120Looking at birds is cool, and we’re all better off spending more time doing it. And while birdwatching typically requires patience and a decent pair of binoculars, you could summon birds with Birdfy’s entry-level smart feeder, which features a 1080p camera and an app that lets you view birds up close as they munch on seeds.Xreal One smart glasses$499$499The Xreal One aren’t the most affordable augmented-reality glasses available, but they are some of the best for displaying movies and games on the go. You can connect them via USB-C to your smartphone, tablet, or handheld gaming PC, making the 84-gram spectacles the ultimate upgrade for both plane flights and your commute.$499 at Amazon$499 at XrealTime Timer MOD (Home Edition)$20$2520% off$20A basic timer may seem like a thoughtless gift, but there are many tasks we procrastinate on every day that could be more easily managed if we dedicated a little bit of time to them. A visual Pomodoro timer, such as the colorful MOD (Home Edition), is key to helping break tasks into manageable chunks or take them on all at once.Nintendo Switch 2$449$449The Switch 2 could make for a stellar gift for any dad — that is, if you can manage to preorder one ahead of the console’s arrival on June 5th. Nintendo’s latest hybrid console packs a larger 7.9-inch 1080p display, magnetic Joy-Con controllers, and a host of other minor but welcome improvements that build upon what was already a winning formula.

Why it matters: A technological leap in fiber optics has shattered previous limitations, achieving what experts once considered impossible: transmitting data at 1.02 petabits per second – enough to download every movie on Netflix 30 times over – across 1,808 kilometers using a single fiber no thicker than a human hair. At the heart of this breakthrough – driven by Japan's National Institute of Information and Communications Technology (NICT) and Sumitomo Electric Industries – is a 19-core optical fiber with a standard 0.125 mm cladding diameter, designed to fit seamlessly into existing infrastructure and eliminate the need for costly upgrades. Each core acts as an independent data channel, collectively forming a "19-lane highway" within the same space as traditional single-core fibers. Unlike earlier multi-core designs limited to short distances or specialized wavelength bands, this fiber operates efficiently across the C and L bands (commercial standards used globally) thanks to a refined core arrangement that slashes signal loss by 40% compared to prior models. The experiment's success relied on a complex recirculating loop system. Signals traveled through an 86.1-kilometer fiber segment 21 times, simulating a cross-continental journey equivalent to linking Berlin to Naples or Sapporo to Fukuoka. To maintain integrity over this distance, researchers deployed a dual-band optical amplification system, comprising separate devices that boosted signals in the C and L bands. This enabled 180 distinct wavelengths to carry data simultaneously using 16QAM modulation, a method that packs more information into each pulse. // Related Stories At the receiving end, a 19-channel detector, paired with advanced MIMO (multiple-input multiple-output) processing, dissected interference between cores, much like untangling 19 overlapping conversations in a crowded room. Schematic diagram of the transmission system This digital signal processor, leveraging algorithms developed over a decade of multi-core research, extracted usable data at unprecedented rates while correcting for distortions accumulated over 1,808 km. The achievement caps years of incremental progress. In 2023, the same team achieved 1.7 petabits per second, but only across 63.5 km. Earlier efforts using 4-core fibers reached 0.138 petabits over 12,345 km by tapping the less practical S-band, while 15-mode fibers struggled with signal distortion beyond 1,001 km due to mismatched propagation characteristics. The new 19-core fiber's uniform core design sidesteps these issues, achieving a capacity-distance product of 1.86 exabits per second per kilometer – 14 times higher than previous records for standard fibers. Image diagram of 19-core optical fiber. Presented as the top-rated post-deadline paper at OFC 2025 in San Francisco, this work arrives as global data traffic is projected to triple by 2030. While challenges remain, such as optimizing amplifier efficiency and scaling MIMO processing for real-world use, the technology offers a viable path to petabit-scale networks. Researchers aim to refine production techniques for mass deployment, potentially enabling transoceanic cables that move entire data centers' worth of information hourly. Researchers aim to refine production techniques for mass deployment, potentially enabling transoceanic cables that move entire data centers' worth of information hourly. Sumitomo Electric's engineers, who designed the fiber's coupled-core architecture, note that existing manufacturing lines can adapt to produce the 19-core design with minimal retooling. Meanwhile, NICT's team is exploring AI-driven signal processing to further boost speeds. As 6G and quantum computing loom, this breakthrough positions fiber optics not just as a backbone for tomorrow's internet, but as the central nervous system of a hyperconnected planetary infrastructure.