Mobile internet services have started to gradually restore in Islamabad and Rawalpindi after a two-day suspension that followed the announcement of a protest march by a religious group earlier this week. Mobile data connectivity has returned in several areas of the twin cities, while some localities continue to experience partial disruptions. The Pakistan Telecommunication Authority […] The post Mobile Internet Services Begin Restoring in Islamabad, Rawalpindi appeared first on TechJuice .
The National Database and Registration Authority (NADRA), in collaboration with provincial governments, has launched a digital birth and death notification system in hospitals and health centers across Pakistan. The initiative aims to make the registration process more efficient, swift, and transparent. Following directives from Interior Minister Mohsin Naqvi, NADRA is working to strengthen Pakistan’s registration […] The post NADRA Launches Digital Birth and Death Notification System Across Pakistan appeared first on TechJuice .
Cyclon Tech and Shaanxi Water Development Group to modernise Pakistan’s aging irrigation and water management systems through digital monitoring, smart infrastructure, and flood control solutions. The post Pakistan, China partner on RMB 5 billion smart water projects to boost climate resilience appeared first on Profit by Pakistan Today .
Prime minister emphasizes responsible use, data protection, and full implementation of national AI policy to boost digital transformation The post Shehbaz Sharif forms steering committee to drive AI integration across Pakistan’s economy appeared first on Profit by Pakistan Today .
Pakistan and Saudi Arabia have signed two memorandums of understanding (MoUs) aimed at promoting youth empowerment through collaboration in information technology and sports. The agreements mark a new chapter in bilateral cooperation focused on skill development, innovation, and youth engagement. The signing ceremony took place at the Governor House on Friday night in the presence […] The post Pakistan, Saudi Arabia Partner to Empower Youth Through IT appeared first on TechJuice .
Capital Smart Motors (CSM) has made waves in Pakistan’s EV sector by launching three luxury models from Zeekr the Zeekr 009, Zeekr X, and Zeekr 7X. These models highlight Pakistan’s growing shift towards premium electric mobility and showcase advanced technology designed for modern urban drivers. Zeekr, a sub-brand of Geely, is known globally for its […] The post Zeekr Luxury EVs Launch in Pakistan by Capital Smart Motors appeared first on TechJuice .
In a landmark step for innovation and higher education, the Sindh government has approved the NED Science and Technology Park Project, set to become Pakistan’s first university-based science and technology park. The facility will be built within the premises of NED University of Engineering and Technology in Karachi. The park, designed as an eco-friendly green […] The post Sindh Approves Pakistan’s First University Science & Tech Park appeared first on TechJuice .
Pakistan has just launched its National AI Policy 2025, aiming to position the country as a tech leader. The federal cabinet approved it in late July 2025. The plan rests on six strategic pillars: Innovation Skills Secure & Ethical use Sectoral Transformation Infrastructure International Collaboration One bold target is to build a $2.7 billion domestic […] The post Pakistan’s National AI Policy 2025: Goals, Strategy and Big Impact appeared first on TechJuice .
Punjab Chief Minister Maryam Nawaz is set to inaugurate the first electric public bus service in Rawalpindi on October 15, marking a major milestone in the province’s push for sustainable, modern, and affordable transportation. The initiative aims to provide commuters with a clean, comfortable, and cost-effective alternative to conventional public transport. The project, led by […] The post CM Maryam Nawaz to Launch Electric Bus Service in Rawalpindi on Oct 15 appeared first on TechJuice .
The Sindh government has approved the People’s Green Transport Project, which includes the procurement of 500 new electric buses for Karachi and Hyderabad, marking a major step toward sustainable and eco-friendly urban mobility in the province. The decision was finalized during the 48th meeting of the Public-Private Partnership (PPP) Policy Board, chaired by Chief Minister […] The post Sindh Approves 500 Electric Buses for Karachi and Hyderabad appeared first on TechJuice .
Pakistan’s startup ecosystem saw a sharp funding decline in Q3 2025. Startups raised $15.2 million across six disclosed deals, according to data compiled by experts. This marks a significant drop from $58 million secured in Q2 2025, signaling a cautious funding environment. Key Deals Shaping the Quarter Despite the slowdown, a few standout rounds dominated […] The post Pakistan’s Startup Funding Plunges to $15.2 Million in Q3 2025 appeared first on TechJuice .
Vivo has officially announced the Vivo Y21d in Pakistan, expanding its popular Y Series lineup. Targeted at young and practical users, the Y21d focuses on durability, long battery life, and reliable daily performance, all at an affordable price. The vivo Y21d (6GB + 128GB) variant is priced at Rs. 43,999 in Pakistan. It is PTA-approved […] The post Vivo Y21d Announced in Pakistan at an Affordable Price appeared first on TechJuice .
Islamabad Police has launched the ‘1 Info’ mobile application, designed to help citizens instantly report crimes, suspicious activities, or emergencies … Read More The post Islamabad Police’s Mobile App Lets You Report Crimes Instantly appeared first on ProPakistani .
OpenAI has officially expanded its lower-cost subscription tier, ChatGPT Go, to Pakistan as of October 2025, offering users a more affordable way to access GPT-5 and other advanced tools. The rollout is part of OpenAI’s broader expansion across 16 Asian markets, signaling a major step toward democratizing AI access. ChatGPT Go retains all features from […] The post ChatGPT Brings More Affordable GPT-5 Access to Pakistani Users appeared first on TechJuice .
Company allowed to supply natural gas to industrial consumers after year-long delay in allocation. The post SNGPL approves 50mmcfd pipeline capacity for Pakistan’s first private gas firm UGDC appeared first on Profit by Pakistan Today .
In a surprising turn of events, the University of Peshawar’s Media Cell has come under public criticism after it posted a news article entirely written by ChatGPT, without any human editing or verification. The unedited post, created by Grade 17 and 18 officers, quickly caught attention for its lack of authenticity and oversight. The incident […] The post University of Peshawar Under Fire for Posting AI-Written News Without Edits appeared first on TechJuice .
Officials report arrests and targeted operations; police name two gang leaders operating from Iran — 118 extortion incidents logged this year, authorities say The post Sindh to launch traders’ web portal for extortion complaints; FIRs to follow immediately, says Home Minister appeared first on Profit by Pakistan Today .
Beijing tightens global supply chains with sweeping export curbs on rare earths and related technologies ahead of the Trump–Xi meeting at APEC. The post China expands rare earth export controls after Pakistan–US mineral pact; Trump threatens tariffs appeared first on Profit by Pakistan Today .
In a major boost to Pakistan’s IT and communications industry, Amazon‘s Low Earth Orbit (LEO) satellite network, Amazon Project Kuiper, is set to launch satellite broadband […] The post Amazon Expands Connectivity in Pakistan Through Project Kuiper appeared first on Digital Pakistan .
Punjab Chief Minister Maryam Nawaz has launched a High-Tech Farm Mechanisation Financing Programme Portal to offer interest-free loans of up to Rs30 million to farmers for purchasing modern agricultural machinery. The digital initiative aims to modernise Punjab’s agriculture sector by giving farmers, service providers, and agribusinesses easy access to high-tech equipment from international manufacturers. The […] The post Punjab Farmers to Get Rs30m Interest-Free Loans for High-Tech Machinery appeared first on TechJuice .
In a significant boost to bilateral trade, the Commercial Mission of Pakistan in China has facilitated the registration of over 600 Pakistani companies across multiple sectors, marking a new milestone in Pakistan’s market expansion and export diversification in China. According to officials, the registrations include 25 mango, 21 citrus, 103 rice, 175 seafood, 185 sesame […] The post Over 600 Pakistani Firms Registered in China, Expanding Trade and E-Commerce Presence appeared first on TechJuice .
Sindh government receives international recognition at fDi Global Free Zones Awards 2025 The post Khairpur SEZ named best free zone for FDI in Asia-Pacific by fDi Intelligence appeared first on Profit by Pakistan Today .
The residents of Islamabad’s newly developed sectors I-14 and I-16 continue to face poor mobile network coverage and unreliable data … Read More The post Govt Admits the Truth: Islamabad’s New Sectors Still Suffer from Terrible Network Coverage appeared first on ProPakistani .
Federal Minister Tariq Fazal Chaudhry informed the National Assembly that cryptocurrency is being regulated in Pakistan to prevent its misuse. … Read More The post Cryptocurrency Neither Promoted Nor Recognized in Pakistan: Federal Minister appeared first on ProPakistani .
The Punjab government has launched Pakistan’s first AI EcoBot to enhance environmental monitoring and public engagement through artificial intelligence. The innovative digital assistant provides real-time air quality updates and practical tips for protecting against pollution. According to Environment Protection Department Secretary Sajid Bashir, the AI EcoBot acts as a direct communication bridge between citizens and […] The post Punjab Launches Pakistan’s First AI EcoBot for Real-Time Air Quality Monitoring appeared first on TechJuice .
The Sindh Police has officially announced the relaunch date for Karachi’s e-challan system. The digital traffic ticketing system will become fully operational from October 27, 2025, under the city’s Safe City Project. Temporary Halt Ends This Month The system had been temporarily suspended after a 10-year contract with the private company managing challan machines and […] The post Sindh Police to Relaunch E-Challan System on October 27 appeared first on TechJuice .
In a market dominated by the giants AWS, Microsoft Azure, Google Cloud, a rising startup called Tigris is trying to offer an alternative. Its CEO and cofounder, Ovais Tariq, originally from Pakistan, is pushing a vision of distributed data storage that “moves with compute,” challenging the old model of centralized cloud and high egress fees. […] The post Pakistan-Origin Startup Founder Takes On Big Tech With Bold Distributed Cloud Vision appeared first on TechJuice .
A growing number of employees are turning to artificial intelligence for answers they once sought from their managers. What began as a curiosity has become a daily routine that shapes how people think, communicate, and make decisions at work. A recent survey of U.S. workers shows that this reliance is no longer limited to tech-savvy staff or specific roles. It has become a cross-industry behavior many describe as the “AI Boss Effect,” where workers treat tools like ChatGPT as a trusted adviser. The survey, conducted by Resume Now in mid-2025, included 968 employees across different fields. Nearly everyone questioned (97 percent)said they had asked ChatGPT for advice instead of turning to their boss. Around 63 percent said they do this regularly. The responses suggest that AI is filling gaps in communication, confidence, and trust that once existed between managers and their teams. Why Workers Now Ask ChatGPT Instead of Their Boss Many employees find it easier to approach AI than a human supervisor. The reasons are varied but often stem from workplace tension and fear of judgment. About 57 percent said they worry about possible retaliation for asking sensitive questions. Another 38 percent admitted they avoid asking their manager for help because they do not want to appear incompetent. At the same time, 70 percent of those surveyed said ChatGPT seems to understand their work challenges better than their manager does. Roughly half said AI tools are faster and more convenient when they need a quick answer. These responses show that employees are not necessarily rejecting their managers, but they are looking for safer and more efficient ways to get guidance. For many, the appeal lies in the privacy and neutrality of AI. There is no visible hierarchy, no office politics, and no social discomfort. It gives employees space to think through problems without the pressure of being watched or judged. How Workers Are Using ChatGPT Day to Day Beyond seeking advice, many employees are using ChatGPT as a practical assistant for everyday communication and planning. According to the survey data, 93 percent have used it to prepare for a conversation with their boss. About 61 percent have sent a message written with ChatGPT’s help. Another 57 percent rely on it for writing or editing work-related documents, from reports to routine emails. More than half said they use ChatGPT for creative thinking or brainstorming, while 52 percent turn to it for coding or debugging. About 40 percent rely on it for research or summarizing information, and 35 percent said they use it to draft a message before revising it themselves. These figures show how AI is no longer just an optional productivity tool. It has become part of the professional thought process for many people, shaping how they write, reason, and solve problems throughout the day. Emotional Support from an Unlikely Source Another notable finding is that employees are beginning to see ChatGPT as a source of emotional balance. A majority said they would feel comfortable talking about stress or mental health with an AI assistant. Almost half of the respondents (49 percent)said ChatGPT has provided more emotional support than their manager during times of work-related stress. This kind of use signals a subtle but important shift. It suggests that AI is becoming a stand-in for emotional safety at work, especially in environments where employees feel unheard or under pressure. Workers appear to be using AI not only for guidance but for reassurance and composure when human empathy feels distant. The Link Between Productivity and AI Access Productivity now depends heavily on access to ChatGPT. The survey shows that 77 percent of workers believe losing access would harm their output, and 44 percent think it would seriously affect their ability to perform. About 72 percent said the advice they get from ChatGPT is better than what they receive from their boss. More than half (56 percent believe) it has doubled their productivity, while 26 percent said it improves their performance significantly. Only 2 percent said it has no impact at all. These results reveal how central AI tools have become in the modern workplace. Many employees treat ChatGPT as both a problem solver and a thinking companion that helps them stay organized and efficient. A Growing Shift in Workplace Trust The widespread use of AI also raises new questions about transparency and fairness. Around 91 percent of respondents said they have suspected that an AI system made an unfair decision affecting their job. This shows that while workers rely on AI, they also want greater clarity about how it operates. It appears employees are willing to trust AI as a personal tool, but they remain cautious about how companies apply it in decision-making. They want openness from their employers about where and when AI systems are being used. What This Means for Leaders For managers, this growing trend highlights an important gap. Employees are not using ChatGPT because they dislike their supervisors; they use it because it feels easier, faster, and safer. The data reflects a growing need for reassurance and consistency. AI provides those qualities instantly, but good management requires them too. This pattern offers a lesson rather than a warning. Leaders who adapt by being more available, more empathetic, and more transparent can rebuild the kind of trust that prevents workers from turning to machines for human understanding. The “AI Boss Effect” is less about machines taking over and more about what employees are missing. Workplaces that recognize this change early may find that the most effective approach is not competition between managers and technology but collaboration between the two. When AI handles structure and clarity, human leadership can focus on what it does best... building trust and supporting people through the parts of work that technology cannot feel. Read next: People Struggle to Tell AI from Doctors, and Often Trust It More
Bitcoin price is showing signs of recovery, rebounding to around $112,000 after slipping below $110,000 amid renewed U.S.-China trade tensions. The world’s largest cryptocurrency by market capitalization is stabilizing after a volatile weekend that saw traders react sharply to escalating tariff announcements. Earlier today, U.S. President Donald Trump revealed new measures on Truth Social, declaring […] The post Bitcoin Regains Strength at $112,000 Following Trade War Jitters appeared first on TechJuice .
Apple has officially discontinued its Clips app, removing it from the App Store and announcing that it will no longer receive updates. The company confirmed the decision through a support page on its website, stating that as of October 10, new users can no longer download the Clips app. However, existing users can continue using […] The post Apple Officially Discontinues Clips App After Seven Years appeared first on TechJuice .
An Australian airline data breach has exposed the personal information of 5.7 million Qantas customers after hackers targeted a third-party software system earlier this year. The stolen data has now been leaked online as part of a global cyberattack affecting multiple major firms. According to reports, Disney, Google, Ikea, Toyota, McDonald’s, Air France, and KLM […] The post Australian Airline Data Breach Exposes 5.7m Customer Records appeared first on TechJuice .
Ubisoft has reportedly canceled a planned Assassin’s Creed game set during and after the American Civil War, with sources citing fears of political controversy as the main reason behind the decision. According to reports, the canceled Assassin’s Creed project was in early development and internally regarded as one of the franchise’s most ambitious titles before […] The post Ubisoft Drops Assassin’s Creed Game Set in American Civil War appeared first on TechJuice .
Study finds that even flawed AI medical answers can seem as convincing as real physicians’ advice. Growing reliance on machine advice A new paper in NEJM AI reveals that people often place too much confidence in medical responses written by artificial intelligence systems, even when the information is inaccurate. Researchers from MIT, Stanford, and IBM found that participants were largely unable to distinguish between advice generated by a large language model and that written by licensed physicians. More surprisingly, they tended to rate AI answers as more trustworthy and complete than those coming from doctors. The findings reflect how rapidly generative AI has entered the healthcare space. Hospitals and software providers are already experimenting with automated assistants to manage patient queries and medical documentation. Yet the same systems that impress with fluency can also produce confident but incorrect answers, leaving ordinary users uncertain about when to trust them. How the research was conducted The study team collected 150 anonymized medical questions and responses from HealthTap, an online platform where real physicians answer public inquiries. The questions represented six major areas of medicine, ranging from diagnosis and treatment to recovery and wellness. Using the GPT-3 model, the researchers produced parallel AI responses for each question. Four independent physicians reviewed these AI outputs to judge their accuracy, classifying them as either high or low quality. From this evaluation, the researchers created a balanced dataset containing 30 responses from doctors, 30 high-accuracy AI replies, and 30 low-accuracy ones. This dataset formed the basis of three controlled online experiments involving 300 adult participants. What participants experienced In the first experiment, each volunteer viewed a random mix of doctor and AI responses to ten medical questions. They were asked to guess the source and to rate how well they understood both the question and the answer. On average, participants identified the correct author only about half the time, roughly equivalent to chance. When a second group evaluated the same material without being told where the responses came from, they judged the AI-generated ones to be clearer and more persuasive. High-accuracy AI replies received the highest marks for validity, trustworthiness, and completeness. Even low-accuracy AI answers, which contained factual mistakes, were rated almost the same as physicians’ responses. The third experiment tested whether labeling affected opinions. Participants were told that each answer came from one of three possible sources: a doctor, an AI, or a doctor assisted by AI. Interestingly, the label “doctor” raised the perceived reliability of high-accuracy AI answers but did not improve trust in the low-accuracy ones. That suggests people are influenced by both the perceived authority of the source and the confidence of the language, regardless of factual precision. Expert evaluations mirror public bias To explore whether professionals share similar biases, the researchers also asked additional physicians to evaluate the same dataset in two conditions: one where they knew whether the text was AI- or doctor-written, and one where that information was hidden. When the source labels were removed, experts rated AI and doctor responses almost equally across all metrics. But when the labels were visible, they judged the AI responses as less accurate and complete. The difference revealed an unconscious bias even among professionals once they were aware of the authorship. Why trust can be risky The research highlights a growing dilemma in digital healthcare. While language models can generate clear and empathetic text, their occasional errors can still carry serious consequences. The study found that participants who trusted low-accuracy AI advice showed a high likelihood of following it, including when it could cause harm or lead to unnecessary medical visits. Because AI phrasing tends to sound confident and neatly structured, readers may interpret fluency as expertise. That combination (convincing tone paired with possible inaccuracy) creates an illusion of reliability. For patients searching for answers online, this illusion could translate into false reassurance or misguided self-treatment. Broader implications for AI in medicine The research team used GPT-3, an earlier model, to avoid any bias from the latest systems. Yet the conclusions apply to newer models as well, since even advanced versions can produce confident errors. The authors argue that as health institutions adopt AI-powered chat tools, transparency and human oversight must remain central. The paper notes that these findings should not discourage the use of AI in healthcare but rather define how it should be applied. When supervised by professionals, language models can help reduce administrative workloads, support diagnosis, and improve access to reliable information. Without that oversight, however, users risk accepting misinformation that appears polished but lacks medical grounding. A need for human judgment The results from NEJM AI underline a simple but essential truth: people value clear answers, and AI now provides them with remarkable fluency. Yet clarity is not the same as correctness. As the line between human and machine expertise continues to blur, the responsibility for safe guidance still rests with qualified clinicians. Artificial intelligence can assist, but trust in medicine must ultimately be earned through human judgment, not algorithmic eloquence. Notes: This post was edited/created using GenAI tools. Image: DIW-Aigen. Read next: OpenAI Can Erase ChatGPT Logs Again After Legal Dispute Over Copyright and Privacy
OpenAI can now remove deleted ChatGPT conversations from its servers after a federal judge lifted an earlier order that had forced the company to keep them. The decision marks the end of a long-running dispute over user data and privacy tied to an ongoing copyright lawsuit from The New York Times and several other news publishers. Court Drops Broad Data Preservation Rule The preservation order , first issued in May 2025, had required OpenAI to hold all output log data related to ChatGPT. This included deleted chats and temporary conversations that users believed were gone. The court put the rule in place so the plaintiffs could look for possible examples of copyrighted content inside ChatGPT’s responses. Judge Ona Wang of the U.S. District Court for the Southern District of New York later ruled that the company no longer needs to store every deleted chat. OpenAI stopped keeping new logs on September 26, but all previously saved data remains available for the publishers as part of the evidence review. The order still allows the plaintiffs to flag specific user accounts or domains if they suspect links to copyrighted material. Users Regain Privacy Control For ChatGPT users, the new ruling means deleted chats will again be removed from OpenAI’s systems, returning control over personal conversations. The earlier order had affected millions of accounts across the free, Plus, Pro, and Team versions of ChatGPT. Business and education accounts were not impacted because they follow separate data retention policies. Privacy advocates and users had criticized the earlier rule for overreaching. Many argued that it conflicted with data protection laws that give individuals the right to delete their information. OpenAI also pushed back in court, saying that the order placed the company in a difficult position between privacy obligations and discovery demands. Legal Battle Over Copyright Continues The lawsuit from The New York Times began in late 2023, accusing OpenAI of training its AI models using the newspaper’s content without permission or payment. The complaint claims that ChatGPT and related systems produced outputs resembling original articles. OpenAI maintains that its training process follows fair use principles and does not violate copyright law. During earlier hearings, the court questioned how to balance the need for potential evidence with users’ privacy expectations. The initial preservation order was meant to keep data intact until both sides clarified what material might be relevant. After months of review, Judge Wang agreed that a blanket rule covering every chat was unnecessary. Ongoing Impact on AI Companies Although OpenAI can now delete most chat logs, the lawsuit itself remains active. The preserved records will stay accessible to the plaintiffs, and the Times can request new ones linked to specific users or organizations as it continues its investigation. Microsoft, a key OpenAI partner, also faces involvement in the case through its AI product Copilot. The outcome of this and similar lawsuits could shape how AI developers use publicly available text to train large language models. Industry observers say the rulings may eventually set clearer boundaries for the use of copyrighted materials in machine learning. Users Advised to Stay Cautious While the latest order restores normal deletion for most accounts, experts still encourage users to avoid sharing private or sensitive information. Even with deletion enabled, some data may remain accessible during ongoing legal reviews or system backups. The court’s decision eases OpenAI’s storage burden and restores some confidence among users who value privacy. Yet the broader questions about how generative AI interacts with journalism and copyright are still unresolved, and the final legal outcome could influence data handling rules for years to come. Notes: This post was edited/created using GenAI tools. Image: Solen Feyissa - unsplash Read next: • AI Systems Can Be Fooled by Fake Dates, Giving Newer Content Unfair Visibility • OpenAI’s Sora 2 Sparks Debate Over AI’s Growing Environmental Footprint
Bitcoin , the world’s largest cryptocurrency by market value, extended declines on Friday after U.S. President Donald Trump escalated his trade conflict with China. Trump on Friday said he was raising tariffs on Chinese exports to the U.S. to 100% and imposing export controls on “any and all critical software” in a reprisal to recently announced export limits by China on rare earth minerals critical to tech and other manufacturing. The spat shook global financial markets, sending the benchmark S&P 500 Index sliding by more than 2%. Bitcoin was last down 8.4% at $104,782 as of 17:20 ET (2120 GMT). Ethereum , the world’s second-largest cryptocurrency, fell 5.8% to $3637 at 17:21 ET.
Researchers have found that leading AI systems can be manipulated through something as simple as a false timestamp. A team from Waseda University in Japan proved that by adding a recent date to existing text, content can suddenly rise in ranking within AI-driven search results, even if the material itself has not changed. The experiment involved no rewriting, no factual improvement, just a shift in the publication year... and it worked across every major model they tested. That means systems such as ChatGPT, Meta’s LLaMA, and Alibaba’s Qwen are not purely rewarding relevance or authority but also the illusion of freshness. It’s a discovery that ties modern AI behavior to an old problem once limited to traditional search algorithms: the obsession with recency. A Simple Trick That Changed Results The researchers fed standardized test data into seven major AI models: OpenAI’s GPT-4, GPT-4o, and GPT-3.5, Meta’s LLaMA-3, and both large and small variants of Qwen-2.5. They inserted false publication dates ranging from 2018 to 2025 and observed how rankings shifted when the same text appeared newer. Every model preferred the newer-dated version. The results were striking. Some passages leapt ninety-five places higher in AI ranking. Roughly one in four relevance judgments flipped entirely. Top ten results skewed one to five years newer on average. Older, detailed, peer-reviewed, or expert-verified sources were routinely replaced by recent, less credible ones. The researchers described a “seesaw effect,” where fresher content consistently climbed upward while older entries sank — regardless of actual quality. In plain terms, the date became more influential than the data. The Code Behind the Bias Earlier this year, independent analyst Metehan Yesilyurt had discovered a line in ChatGPT’s internal configuration: use_freshness_scoring_profile: true. It suggested the model had an active mechanism that prioritized newer content. The Waseda research essentially validated what he had already suspected. Yesilyurt argued that this setting acts as a reranking function — not just for web pages but for any content the model retrieves or summarizes. Combined with the new findings, it now appears that this feature heavily influences visibility within AI search tools. One surprising outcome of the Waseda experiments was that smaller models were less fooled than larger ones. Alibaba’s Qwen-2.5-72B showed minimal distortion, while Meta’s LLaMA-3-8B displayed the highest bias, with nearly a quarter of its rankings reversed by fake dates. GPT-4o and GPT-4 fell in between, showing bias but less extreme patterns. The difference suggests that the problem may lie less in scale than in how training data and model architecture interpret time as a signal of importance. When the Clock Outweighs Content The effect has serious implications for online visibility. Imagine a detailed 2020 medical study being pushed down by a shallow 2024 blog post labeled “Updated for 2025.” Or a well-maintained technical guide losing its place to a recently rewritten but less accurate copy. In both cases, the ranking systems are not evaluating expertise, only apparent freshness. That dynamic creates what researchers now call a “temporal arms race.” Content creators realize that simply updating timestamps can improve placement in AI-based systems. In response, AI providers may try to detect and penalize superficial changes. The cycle then repeats, turning freshness into a competitive trick rather than a genuine indicator of quality. Over time, this could reshape the digital knowledge ecosystem. What’s new will dominate what’s correct. The Loss of Temporal Awareness The study also revealed a deeper flaw in model reasoning: an inability to judge when recency is relevant. Historical questions, such as “origins of the printing press,” receive the same freshness treatment as breaking news. Models apply temporal weighting universally, without distinguishing between queries that benefit from current updates and those that don’t. This happens because AI ranking systems often rely on “rerankers”... models designed to reorder search results based on features like date or user intent. Yet their interpretation of intent rarely accounts for time. The configuration Yesilyurt found, which also included enable_query_intent: true , proves that these systems detect purpose but not temporal context. As a result, even timeless subjects become victims of the freshness filter. The Uneven Fight Against Bias According to Waseda’s data, Qwen-2.5-72B showed the least bias, with only an eight percent reversal rate, while Meta’s smaller LLaMA-3-8B hit twenty-five percent. This gap highlights how architecture and data weighting matter more than scale or brand. The larger model didn’t perform better; it simply amplified the bias more confidently. What Creators Should Do Experts now advise publishers to treat update frequency as essential. Content older than three years may already be invisible to AI-based tools unless refreshed. Cosmetic edits still work, though they risk creating more noise than improvement. Real updates that add context or accuracy remain the safer path. Writers are also encouraged to include clear time markers — “Current as of 2025” or “Reference guide (2020–2024)” — so that models can interpret temporal intent. Another strategy involves linking new content to older sources to signal continuity rather than abandonment. Relevance Is Becoming a Moving Target What this research makes clear is that recency has replaced reliability as a key factor in AI-generated results. The combination of Yesilyurt’s code discovery and Waseda’s quantitative analysis provides both mechanism and proof. Until AI developers build systems capable of distinguishing when time matters, the web’s best and most established content will continue to fade, replaced by whatever looks latest. It’s a reminder that even in artificial intelligence, memory still has a short shelf life. Notes: This post was edited/created using GenAI tools. Image: DIW-Aigen. Read next: Instagram’s Adam Mosseri Says AI Will Broaden Creativity but Demands Caution
Bitcoin (BTC) hovered around $110,000 on Saturday following a historic $20 billion liquidation across the crypto market the largest in digital asset history. Analysts warn the market may not have reached its bottom yet as investors brace for further volatility. The crypto crash came amid renewed U.S.–China trade tensions, sending global risk assets tumbling. The […] The post Bitcoin Struggles at $110K After $20B Crypto Liquidation Wipeout appeared first on TechJuice .
When Capital Starts Talking to Itself Somewhere between genuine progress and self-referential hype, artificial intelligence has become the most crowded trade on the planet. The Bloomberg AI money-flow map reveals an astonishingly tight circuit of capital: Microsoft funding OpenAI, OpenAI buying chips from Nvidia, Nvidia investing back into OpenAI, Oracle inking multi-hundred-billion-dollar cloud deals, and […] The post The Great AI Feedback Loop: Innovation or Imminent Bubble? appeared first on TechJuice .
In a major boost to Pakistan’s electric vehicle market, Bank Alfalah has teamed up with Atlas Honda to launch an attractive interest-free installment offer for the Honda ICON-e, the company’s first fully electric scooter. This collaboration aims to make eco-friendly commuting more accessible to urban riders. The Honda ICON-e, priced at Rs. 419,900, can now […] The post Honda ICON-e Electric Scooter Now Available with 0% Interest Installments appeared first on TechJuice .
Meta is discontinuing its Gaming Creator Program on Facebook, phasing out the specialized support and monetization features designed for gaming content creators. The move marks the end of an era for Facebook’s attempt to carve out a gaming niche, even as its rivals double down on live game streaming. What’s Being Phase Out The Gaming […] The post Facebook to Shut Down Gaming Creator Program appeared first on TechJuice .
Battlefield 6’s launch faced a major hiccup when the EA App failed to verify game licenses for many players. Soon after release, users reported login issues, error messages, and being told to “purchase to play” despite already owning the game. The glitch locked players out of both campaign and multiplayer modes. The problem mainly affected […] The post EA App Glitch Breaks Battlefield 6 Launch: EA Offers Compensation appeared first on TechJuice .
Google is preparing to roll out a new Chrome update that aims to reduce unnecessary notification clutter for Android and desktop users. The upcoming feature will automatically turn off notifications from websites that users consistently ignore. The new tool expands on Chrome’s existing Safety Check feature, which already monitors permissions like camera access and location […] The post Google Chrome’s New Feature will Disable Web Notifications Automatically appeared first on TechJuice .
Security experts are raising alarms over a growing cyber threat that’s mutating faster than traditional defenses can keep up. Polymorphic malware, which constantly alters its code and disguises itself to avoid detection, is becoming increasingly common in modern attack campaigns, putting businesses, governments, and regular users at serious risk. Why Polymorphic Malware Is Dangerous Unlike […] The post Polymorphic Malware Quietly Slips Past Security Defenses, Experts Sound Alarm appeared first on TechJuice .
Microsoft is rolling out a major update for its Copilot app on Windows, giving users more powerful productivity tools directly within chat. The upgraded AI assistant can now generate documents, connect with Gmail and Outlook, and export text seamlessly into Office files. The new features are currently available for Windows Insiders, with a broader release […] The post Microsoft’s Copilot for Windows Gains Gmail Integration and Office File Support appeared first on TechJuice .
Xiaomi is gearing up to expand its flagship lineup with the much-anticipated Xiaomi 17 Ultra, following the unveiling of the Xiaomi 17 series last month. The lineup currently includes the Xiaomi 17, Xiaomi 17 Pro, and Xiaomi 17 Pro Max. While the company has yet to confirm details about the Ultra model, new leaks have […] The post Xiaomi 17 Ultra Leak Hints at 200MP Camera with Major Upgrades appeared first on TechJuice .
US Federal Communications Commission removes devices, including cameras and smartwatches from Huawei, Hikvision, ZTE, and Dahua, citing barred equipment list The post Major US online retailers remove listings for millions of prohibited Chinese electronics appeared first on Profit by Pakistan Today .
Samsung is gearing up for the launch of its next flagship lineup, the Galaxy S26 series, which is expected to debut in January next year. The upcoming series is reportedly set to include four models: the Galaxy S26 Pro, Galaxy S26 Edge, Galaxy S26+, and Galaxy S26 Ultra. According to a new report, the Galaxy […] The post Samsung’s Next Flagship Phones Could Run on the World’s First 2nm Chip appeared first on TechJuice .
The European Commission is scrutinising safeguards for minors on Snapchat, YouTube, the Apple App Store and Google Play under its Digital Services Act (DSA), it said on Friday. The Commission is asking the businesses to provide information on their age verification systems, as well as on how they prevent minors from accessing illegal products, including drugs and vapes, or harmful material, such as content promoting eating disorders. “Today, alongside national authorities in the member states, we are assessing whether the measures taken so far by the platforms are indeed protecting children,” EU tech chief Henna Virkkunen said. Google (GOOGL.O), opens a new tab in response, said it had already put in place measures to ensure its platforms offered age-appropriate experiences and had “robust” controls for parents. “We keep expanding these efforts (and) continue to engage with the Commission on this critical area,” a Google spokesperson said. The DSA is an EU landmark law that requires online companies to do more to tackle illegal and harmful content on their platforms.
YouTube has unveiled a bold pilot program that allows specific permanently banned creators to apply for a return to the platform through a new channel. This major shift breaks away from its long-standing lifetime ban policy and comes at a time when the company faces growing pressure from lawmakers and heightened scrutiny over content moderation […] The post YouTube Gives A Second Chance for Banned Creators to Return To the Platform appeared first on TechJuice .
The cryptocurrency market was thrown into chaos on Friday, October 10, 2025, as a staggering $7.5 billion worth of leveraged positions were liquidated within a single hour. This dramatic event, confirmed by analyses from Bloomberg and FXStreet, underscores the extreme volatility inherent in the digital asset space and the fragility of high-leverage trading. Macroeconomic Tensions […] The post Crypto Sees Massive Liquidations: $3B Gone in One Hour appeared first on TechJuice .
In a significant shift aimed at solidifying its position in the competitive short-form video landscape, Instagram is testing a major interface overhaul that fundamentally reorders the user experience. The experiment, currently limited to users in India and South Korea, is designed to align the app with the platform’s biggest engagement drivers: Reels and Direct Messages […] The post Instagram Tests New Layout Prioritizing Reels & DMs in Home Tab Redesign appeared first on TechJuice .
The arrival of Armor King could save Tekken 8. Tekken 8 has had a turbulent year. After a strong launch, the game’s Season 2 update flipped the community on its head. Overly aggressive balance changes, questionable design choices, and a clear disconnect between the developers and players led to a wave of negative reviews. Steam […] The post Armor King Roars Back in Tekken 8 After Season 2 Backlash appeared first on TechJuice .
Battlefield 6 launches with a massive player surge. It has exploded onto Steam with one of the biggest launches in franchise history. Within hours of release, the game reached 747,440 concurrent players, according to SteamDB. This made it the second most-played game on Steam, right behind Counter-Strike 2. Battlefield 6 is now the 14th most-played […] The post Battlefield 6 Shatters Steam Records: 747,000 Players at Launch appeared first on TechJuice .
OpenAI’s recent rollout of its new video generator Sora 2 marks a watershed moment in AI. Its ability to generate minutes of hyper-realistic footage from a few lines of text is astonishing, and has raised immediate concerns about truth in politics and journalism. But Sora 2 is rolling out slowly because of its enormous computational demands, which point to an equally pressing question about generative AI itself: What are its true environmental costs? Will video generation make them much worse? The recent launch of the Stargate Project — a US$500 billion joint venture between OpenAI, Oracle, SoftBank and MGX — to build massive AI data centres in the United States underscores what’s at stake. As companies race to expand computing capacity on this scale, AI’s energy use is set to soar. The debate over AI’s environment impact remains one of the most fraught in tech policy. Depending on what we read, AI is either an ecological crisis in the making or a rounding error in global energy use. As AI moves rapidly into video, clarity on its footprint is more urgent than ever. Two competing narratives From one perspective, AI is rapidly becoming a major strain on the world’s energy and water systems. Alex de Vries-Gao, a researcher who has long tracked the electricity use of bitcoin mining, noted in mid-2025 that AI was on track to surpass it . He estimated that AI already accounted for about 20 per cent of global data-center power consumption; this is likely to double by year’s end . According to the International Energy Agency, data centres used up to 1.5 per cent of global electricity consumption last year , with consumption growing four times faster than total global demand. The IEA predicts that data centres will more than double their use by 2030, with AI processing the leading driver of growth. Research cited by MIT’s Technology Review concurs, estimating that by 2028, AI’s power draw could exceed “ all electricity currently used by US data centers ” — enough to power 22 per cent of U.S. households each year. ‘Huge’ quantities AI’s water use is also striking. Data centres rely on ultra-pure water to keep servers cool and free of impurities. Researchers estimated that training GPT-3 would have used up 700,000 litres of freshwater at Microsoft’s American facilities . They predict that global AI demand could reach four to six billion cubic metres annually by 2027. Hardware turnover adds further strain. A 2023 study found that chip fabrication requires “huge quantities” of ultra-pure water , energy-intensive chemical processes and rare minerals such as cobalt and tantalum. Manufacturing the high-end graphics processing units — the engines that drive AI boom — has a much larger carbon footprint than most consumer electronics. Generating an image uses the electricity of a microwave running for five seconds, while making a five-second video clip takes up as much as a microwave running for over an hour . The next leap from text and image to high-definition video could dramatically increase AI’s impact. Early testing bears this out — finding that energy use for text-to-video models quadruples when video length doubles. The case for perspective Others see the alarm as overstated. Analysts at the Center for Data Innovation , a technology and policy think tank, argue that many estimates about AI energy use rely on faulty extrapolations . GPU hardware is becoming more efficient each year, and much of the electricity in new data centres will come from renewables. Recent benchmarking puts AI’s footprint in context. Producing a typical chatbot Q&A consumes about 2.9 watt-hours (Wh) — roughly 10 times a Google search . Google recently claimed that a typical Gemini prompt uses only 0.24 Wh and 0.25 mL of water , though independent experts note those numbers omit indirect energy and water used in power generation . Context is key. An hour of high-definition video streaming on Netflix uses roughly 100 times more energy than generating a text response . An AI query’s footprint is tiny, yet data centres now process billions daily, and more demanding video queries are on the horizon. Jevons paradox It helps to distinguish between training and use of AI. Training frontier models such as GPT-4 or Claude Opus 3 required thousands of graphics chips running for months , consuming gigawatt-hours of power. Using a model takes up a tiny amount of energy per query, but this happens billions of times a day. Eventually, energy from using AI will likely surpass training. The least visible cost may come from hardware production. Each new generation of chips demands new fabrication lines, heavy mineral inputs and advanced cooling. Italian economist Marcello Ruberti observes that “each upgrade cycle effectively resets the carbon clock ” as fabs rebuild highly purified equipment from scratch. And even if AI models become more efficient, total energy keeps climbing. In economics, this is known as the Jevons paradox : in 19th-century Britain, the consumption of coal increased as the cost of extracting it decreased . As AI researchers have noted, as costs per-query fall, developers are incentivized to find new ways to embed AI into every product . The result is more data centres, chips and total resource use. A problem of scale Is AI an ecological menace or a manageable risk? The truth lies somewhere in between. A single prompt uses negligible energy, but the systems enabling it — vast data centres, constant chip manufacturing, round-the-clock cooling — are reshaping global energy and water patterns. The International Energy Agency’s latest outlook projects that data-centre power demand could reach 1,400 terawatt-hours by 2030 . This is the equivalent of adding several mid-sized countries to the world’s grid. AI will count for a quarter of that growth. Transparency is vital Many of the figures circulating about AI energy use are unreliable because AI firms disclose so little . The limited data they release often employ inconsistent metrics or offset accounting that obscures real impacts. One obvious fix would be to mandate disclosure rules: standardized, location-based reporting of the energy and water used to train and operate models. Europe’s Artificial Intelligence Act requires developers of “high-impact” systems to document computation and energy use. Similar measures elsewhere could guide where new data centres are built, favouring regions with abundant renewables and water — this could encourage longer hardware lifecycles instead of annual chip refreshes. Balancing creativity and cost Generative AI can help unlock extraordinary creativity and provide real utility. But each “free” image, paragraph or video has hidden material and energy costs. Acknowledging those costs doesn’t mean we need to halt innovation. It means we should demand transparency about how great the environmental cost is, and who pays it, in order to address AI’s environmental impacts. As Sora 2 begins to fill social feeds with highly realistic visuals, the question won’t be whether AI uses more energy than Netflix, but whether we can expand our digital infrastructure responsibly enough to make room for both. Robert Diab , Professor, Faculty of Law, Thompson Rivers University This article is republished from The Conversation under a Creative Commons license. Read the original article . Image: Levart_Photographer / Unsplash Read next: Instagram’s Adam Mosseri Says AI Will Broaden Creativity but Demands Caution
Instagram chief Adam Mosseri believes artificial intelligence will redefine creativity by opening the door to people who previously lacked the means or skill to produce high-quality content. Speaking at the Bloomberg Screentime conference, he said the technology could make creative expression easier and faster, though it also poses real risks that society must learn to manage. A New Phase for Digital Creativity Mosseri said AI is lowering the barriers to content production in much the same way the internet once reduced the cost of distribution. By removing many of the practical limits around editing, visuals, and audio, AI tools can help more people take part in online creativity. He said this shift will change what audiences see and who gets to participate. At the same time, he acknowledged that the same tools can be misused to deceive, manipulate, or imitate others. He said young people in particular will need to grow up with a new kind of media literacy, understanding that videos and images are no longer guaranteed to represent real events. The Blurred Line Between Real and Synthetic Many creators are already working with AI in subtle ways. Mosseri said most social media content today includes some level of automated assistance, such as filters, color correction, or audio clean-up. Fully synthetic material remains limited, but the distinction between authentic and generated media is becoming less clear. He described a growing “middle ground” where AI supports creative work without fully replacing human effort. This stage, he said, may define social content for the next several years as platforms and audiences adapt to new forms of creation. Meta’s Challenge With Labeling Meta has been testing ways to mark AI-generated material across its apps. Mosseri said early efforts to label AI content automatically often failed, as videos edited with legitimate software such as Adobe tools were mistakenly flagged. He called that approach misguided and said the company is now working to improve its detection methods while also giving users better context to make informed judgments. The company may expand its use of community-based systems like its new Community Notes feature, which allows users to add corrections or explanations when they agree that additional information is needed. Such tools could help clarify when AI has been involved without relying entirely on automated detection. Society’s Role in Adapting Mosseri said responsibility for handling AI’s influence cannot rest solely on platforms. He pointed out that families, educators, and governments all have a part to play in teaching people to question what they see online. He said his own children are learning that a video clip is no longer proof that an event truly occurred, and that they must consider who shared it and why. Competition and Instagram’s Direction Beyond AI, Mosseri discussed how Instagram is evolving around user habits. Reels and direct messages are now central to the app’s design, and a dedicated TV experience is under development. He also said competition from TikTok has been healthy for the platform, pushing teams to innovate more quickly. Mosseri added that TikTok’s recent U.S. restructuring does not appear to have changed how the app functions, since its systems, ranking algorithms, and creator networks remain the same. He said the best outcome for the industry is continued rivalry, since that leads to better work across all platforms. Notes: This post was edited/created using GenAI tools. Image: Bloomberg Television / YT. Read next: YouTube Builds Tools to Stop AI Imitations of Creators
OpenAI says its newest model, GPT-5, produces fewer politically biased responses than previous versions. The company reports a 30 percent reduction in bias after several months of testing. It’s part of a broader effort to make ChatGPT appear more neutral after complaints that earlier versions leaned toward liberal viewpoints. Concerns about political bias in language models have persisted since ChatGPT appeared in 2022. Researchers have repeatedly found traces of social and ideological preference in model outputs, often linked to the data used for training or the safeguards applied to prevent harm. OpenAI says GPT-5 represents its most advanced attempt to reduce those effects in everyday use. Inside the GPT-5 Bias Test OpenAI built a new testing process to measure political leanings. The company created about one hundred topics and asked each question in five ways, from neutral to highly charged, reflecting both conservative and liberal wording. Topics included issues such as immigration, gender rights, and social policy. Four versions of ChatGPT went through this test: GPT-4o, OpenAI o3, and the two latest ones, GPT-5 instant and GPT-5 thinking. Another model reviewed their answers and marked responses that appeared biased. It looked for language that dismissed a user’s phrasing, overstated one side of an argument, or spoke as if the chatbot itself held an opinion. OpenAI says the test was meant to see how its models handle politically sensitive prompts. According to internal data, the latest models performed better under those conditions and gave fewer emotionally loaded replies. Findings and Remaining Questions The company says bias appeared in less than 0.01 percent of ChatGPT’s responses. Most of the remaining bias showed up when the model answered strongly worded liberal prompts. Even then, OpenAI describes the overall level as low. It hasn’t published the full list of questions or categories, making it hard to check the results. The benchmark may show improvement in a controlled setting, but whether it matches real-world interactions is unclear. Political neutrality in AI remains difficult to define since what counts as fairness can differ by culture or ideology. Government Pressure and Broader Context The release of GPT-5 comes as political attention on AI grows in the United States. Earlier this year, the Trump administration ordered federal agencies to avoid using what it called “woke” AI systems. The order promotes tools that appear ideologically neutral and discourages those referencing social theories such as diversity or systemic bias. This policy places pressure on companies like OpenAI to prove their models are balanced. Conservatives often argue that chatbots reflect liberal cultural values. Others warn that stripping context for the sake of neutrality risks ignoring social realities. GPT-5’s design sits in the middle of these disputes, balancing safety rules with claims of political objectivity. Independent Experts Urge Caution Some researchers say OpenAI’s results should be taken carefully. Benchmarks often miss how people actually use chatbots, and model evaluations may focus too narrowly on word choice rather than meaning. Others argue that full neutrality isn’t realistic for systems trained on human writing, which always carries some form of bias. They also call for more transparency. Publishing the test design and data sources would let independent groups verify OpenAI’s claims. Until then, the findings remain self-reported. GPT-5 may indeed reduce visible bias, but the deeper question is whether political neutrality in AI can ever be completely measured or achieved. Notes: This post was edited/created using GenAI tools. Image: Dima Solomin / Unsplash Read next: • Chrome’s New Feature Targets Notification Overload • The Real Posting Sweet Spot on TikTok, According to 11 Million Videos
ISLAMABAD: A new survey by a leading cybersecurity company has disclosed that the computers of 69.5 percent of employees and business owners in Pakistan are used by other colleagues, friends and relatives for sending emails and messages. This interesting survey has been conducted in seven countries including Pakistan by Kaspersky - cybersecurity company. According to the survey, 69.5 percent of Pakistani employees/businesses faced a situation when colleagues (39.5pc), friends or relatives (30pc) made jokes with their unlocked computer. These jokes included sending funny messages or emails on behalf of the accounts’ owner, placing a screenshot of the desktop as a desktop background, and leaving unexpected pictures, notes, or photos in the files. At the same time just 1.8 percent of the survey respondents admitted to making such jokes themselves. Similar tricks are also used by cyberattackers. For example, a phishing website may open in a new window in full-screen mode, so that the original browser bar with the phishing URL becomes invisible. Instead, the attackers replace it with an image of the browser bar with the official link of some well-known organisation. This image may display various messages (both visual and audio), such as warnings that the computer has been blocked and a fine must be paid. If the user does not know how to exit full-screen mode in the browser, they may think their computer is really locked. To escape such a trap, users can press F11 or Alt+F4 on Windows, or Cmd+Ctrl+F on a Mac, to exit full-screen mode and regain control, the experts suggested. Kaspersky shares tips to help you avoid getting tricked into jokes or scams. Lock your computers and other devices when leaving them unattended, as this can prevent not only jokes, but also surprises from children, pets or passersby. Use strong passwords and do not write them down near your computer. Using a different password for each device and service is recommended. Password manager solutions can be of great help. Educate yourself on how to recognize phishing emails, by looking for such signs as the sender’s address, executable files, or files with macros in attachments. These messages also often create a sense of unclarity, urgency or unexpected calls to action. Due to AI developments, both friendly tricks and cyberattacks can come in the form of fake images or videos. Be attentive to details (such as unnatural body parts and their position, strange looking numbers or misspelled words) and think critically into call to actions. For added caution, verify questionable media by cross-checking with trusted sources or using reverse image search tools like Google Images. Copyright Business Recorder, 2025
A large study from Buffer has taken a closer look at how often people should post on TikTok. After analyzing more than 11 million videos from 150,000 accounts, the results show that creators don’t need to upload constantly to grow. The data points to a balanced posting rhythm that brings higher visibility without burnout. Finding the Right Rhythm Buffer’s research team examined 11.4 million TikToks to understand how posting frequency affects average views. The analysis compared each creator’s performance over time, rather than between different users, to remove the effects of account size or niche. The clearest lift came when creators moved from one post a week to two to five. This change brought an average increase of around 17 percent in views per post. Accounts that shared six to ten times a week gained roughly 29 percent, while those posting more than eleven times saw about 34 percent. The numbers confirm that posting more can raise visibility, but the improvement slows after five posts a week. That range gives the most meaningful return without stretching creative capacity. Buffer found a similar pattern in earlier studies of Instagram and LinkedIn posting habits, where steady engagement produced the best results. Beyond Quantity: Why Frequency Matters Differently TikTok’s recommendation system behaves differently from most social platforms. A small share of videos capture a large portion of total views. The study found that posting more often doesn’t make every video perform better. Instead, it raises the odds that one of them will reach a larger audience. Median views remain steady at about 500 per post, no matter how often users upload. But the strongest results appear at the top end. When researchers looked at the top ten percent of posts, the difference was striking. Accounts posting once a week had top-performing videos averaging about 3,700 views. Those posting two to five times reached nearly 7,000. With six to ten weekly posts, that number climbed past 10,000, and beyond 14,000 when activity exceeded eleven. The pattern shows that consistent posting increases the likelihood of standout videos. A single viral moment can account for much of a creator’s total reach. More posts mean more chances for that to happen. The Efficiency Sweet Spot The best balance sits between two and five posts a week. In that range, creators see a clear gain in visibility while keeping enough time to plan, film, and edit their content properly. Beyond ten weekly uploads, the extra effort brings smaller rewards. For small creators or part-time users, this range offers a sustainable way to grow. Many find the daily posting advice unrealistic. The data supports a more manageable approach that still aligns with TikTok’s algorithmic patterns. Quality content and steady activity appear more valuable than sheer volume. The Role of Account Size Buffer’s model also considered whether larger accounts benefit more from frequent posting. After adjusting for follower count, the study showed that the improvement holds across all account sizes. Both new and established users gained similar advantages from consistent activity. TikTok’s algorithm plays a major role in this. The system often recommends content based on performance signals rather than the creator’s following. This makes it possible for smaller accounts to reach broad audiences when a post performs well. Regular posting, therefore, serves as a way to create more entry points for discovery. Quality Still Rules Even with clear patterns in the data, volume alone doesn’t drive success. The quality of individual videos remains the deciding factor. Frequent posting increases the chance of visibility, but creativity determines whether the audience stays. For creators building long-term presence, the practical goal is balance. Posting two to five times each week helps maintain visibility without losing focus on originality or storytelling. For brands, that cadence supports steady engagement while keeping the production workload realistic. A Broader Perspective Buffer’s analysis adds to a growing understanding of how social platforms reward participation. Algorithms favor accounts that post regularly, but the benefits level off once users reach a consistent pace. On TikTok, where exposure often depends on a few strong performances, regular posting creates opportunity while avoiding unnecessary repetition. For most creators, doubling output from one video a week to a few can deliver nearly all the same advantages as high-volume strategies. The data confirms what many already suspected: on TikTok, growth depends less on constant uploads and more on rhythm, consistency, and creative focus. Notes: This post was edited/created using GenAI tools. Read next: U.S. Banks Show Major Gaps Between Privacy Policies and Data Sharing Reality
Bitcoin (BTC) dropped to $117,764, marking a 3.7% decline from its recent all-time high of $126,000, sparking short-term bearish sentiment across crypto markets. Analysts predict a possible dip toward $118,000–$120,000 before the uptrend resumes, as futures data suggest a healthy market reset. According to Markets Pro, Bitcoin futures open interest (OI) declined by $4.1 billion […] The post Bitcoin Falls Below $120K, Analysts Expect Quick Rebound appeared first on TechJuice .
In a major step toward interactive AI experiences, OpenAI has partnered with Spotify, allowing users to directly connect their Spotify accounts to ChatGPT for personalized music and podcast recommendations. The new feature enables users to ask ChatGPT to create playlists, recommend songs, or find podcasts based on their listening habits, moods, or specific events. Once […] The post Spotify Connects with ChatGPT for Smarter Playlists appeared first on TechJuice .
Meta is overhauling Facebook Reels with major updates designed to bring it closer to the Instagram experience. The company is refining how users discover, share, and engage with short videos, all while enhancing personalization through smarter algorithms and AI-driven tools. One of the most noticeable updates is the addition of friend bubbles. These small indicators […] The post Meta Upgrades Facebook Reels with Fresh Algorithm and Instagram-Like Features appeared first on TechJuice .
Google is expanding its AI-powered search experience to a wider audience. The company announced that its AI Mode in Google Search is now rolling out in Spanish, marking another major step in its global growth. The feature is available in all regions where AI Mode is supported, allowing millions of Spanish speakers to interact with […] The post Google Search AI Mode Now Available in Multiple Languages appeared first on TechJuice .
The Entertainment Software Association (ESA) has released its latest Power of Play 2025 report, offering a detailed look at global … Read More The post Gamers are Older, Happier, and More Creative Than You Think: ESA 2025 Report appeared first on ProPakistani .
WhatsApp is preparing to roll out a long-awaited feature that will allow users to connect through usernames instead of phone … Read More The post WhatsApp Will Soon Let You Add Contacts Without Exchanging Phone Numbers appeared first on ProPakistani .
A small number of malicious files can quietly alter how large AI models behave, according to new research from Anthropic , the UK AI Security Institute, and the Alan Turing Institute. The study shows that inserting as few as 250 poisoned documents into a training dataset can cause an artificial intelligence system to develop hidden backdoors, regardless of how large the model or dataset is. Fewer Files, Bigger Effect Large language models like ChatGPT and Claude learn from vast collections of text gathered from the internet. That open-source nature gives them range and flexibility, but it also leaves room for manipulation. If a harmful pattern is planted inside a model’s training data, it can change how the model responds to certain prompts. Researchers trained language models ranging from 600 million to 13 billion parameters on datasets scaled for each model size. Despite processing billions of tokens, the models all absorbed the same unwanted behavior once they encountered roughly 250 corrupted documents. The discovery challenges earlier research that measured the threat by percentage. Those studies suggested attacks would become harder with scale, but this new evidence shows that size doesn’t necessarily offer protection. How the Backdoor Works The team created simple “backdoor” attacks during training. Each malicious file looked like a normal document but contained a special trigger phrase, written as
OpenAI’s latest creation, Sora, is making waves in the AI world. The company’s new social video app has surpassed 1 million downloads in under five days, according to Sora head Bill Peebles. He noted that Sora’s growth outpaced ChatGPT’s initial launch, despite being invite-only. sora hit 1M app downloads in <5 days, even faster than […] The post OpenAI’s Sora App Tops 1 Million Downloads in Under Five Days appeared first on TechJuice .
Apple has announced its biggest-ever update to its security rewards program. The tech giant will now offer up to $2 million for the most dangerous software exploits, aiming to stay ahead of sophisticated spyware developers. Record-Breaking Rewards Apple’s new top payout sets a record for its bug bounty program. Earlier, the highest reward was $1 […] The post Apple Raises Bug Bounty to $2 Million to Fight Spyware Threats appeared first on TechJuice .
The upcoming 4.1 update of PUBG Mobile, expected mid-October, will bring Winter Mode to the game. Fans can expect layering snow, changing terrain behavior, and facing challenges with new environmental dynamics. Here’s what players can expect: Maps will be blanketed with snow, affecting visibility and movement. Surfaces may become slippery, making traversal harder and vehicles […] The post PUBG Mobile Introduces “Winter Mode” With Snow, Slippery Terrain & Gameplay Twists appeared first on TechJuice .
Microsoft is preparing a major redesign of OneDrive for Windows, transforming it from a simple taskbar utility into a full-fledged application. The upcoming version, expected next year, will introduce a fresh interface, advanced AI tools, and new ways to organize and edit photos across devices. The redesigned OneDrive app will feel much closer to its […] The post Microsoft OneDrive Upgrade Brings New Windows App and an AI Photo Agent appeared first on TechJuice .
Valve is reportedly gearing up to launch its next generation VR headset, with fresh supply chain leaks pointing toward an aggressive production target of 400,000 to 600,000 units. The company appears to be aiming squarely for the holiday 2025 window, marking its biggest VR hardware push since the debut of the Valve Index. The leak […] The post Valve’s Next VR Headset Enters Mass Production, Eyes 500K Units This Year appeared first on TechJuice .
Snapchat is experimenting with a new Bitmoji Plaza feature on its web interface, letting users’ Bitmoji avatars mingle in a basic 3D environment. The move marks Snap’s push toward more spatial, avatar-driven interaction in a lightweight form today. What Is Bitmoji Plaza? When you log in to Snapchat via browser, you may find your Bitmoji […] The post Snapchat Tests 3D Bitmoji Plaza on Web for Shared Avatar Spaces appeared first on TechJuice .
A noticeable pullback hit altcoins Friday, with XRP, DOGE, and SOL sliding after earlier week rallies. Analysts point to rising capital flows into spot Bitcoin ETFs and profit-taking as key triggers behind the decline. Bitcoin’s surge earlier in the week had lifted optimism across the crypto space, yet Friday’s session delivered a correction. Tokens such […] The post XRP, DOGE, SOL Slip as $2.7B Flows into Bitcoin ETFs Amid Profit-Taking appeared first on TechJuice .
LOS ANGELES: When Tesla’s board of directors offered Elon Musk the biggest executive pay package in corporate history in September, it reassured investors that he would have to achieve the equivalent of “Mars-shot milestones” to earn $878 billion in Tesla stock over 10 years. The board’s proposal said Musk would have to “completely transform Tesla and society as we know it” in robotics and autonomous driving as well as stock value and profits. Conversely, Musk would get “zero” unless he meets those “incredibly ambitious” goals. Yet Musk could reap tens of billions of dollars without meeting most of those targets, according to a Reuters analysis of his performance goals and more than a dozen experts in executive pay, company valuations, robotics and automotive trends including autonomous driving. He could collect more than $50 billion by hitting a handful of the board’s easier goals that won’t necessarily revolutionize Tesla’s products or business, the Reuters review found. Even hitting just two of the easiest targets, along with modest stock growth, would net Musk $26 billion, more than the lifetime pay of the next eight best-paid CEOs combined, a group that includes Meta Platforms’ Mark Zuckerberg, Oracle co-founder Larry Ellison, Apple’s Tim Cook, and Nvidia’s Jensen Huang, according to an analysis for Reuters by research firm Equilar. Musk’s vehicle sales goals are exceptionally easy to achieve, according to four automotive experts. If Musk sells 1.2 million cars a year over the next decade, on average, he earns $8.2 billion in stock if Tesla’s market value grows from $1.4 trillion today to $2 trillion in 2035, well under long-term market-average growth. That’s a half-million fewer cars per year than Tesla sold in 2024. On Tuesday, Tesla unveiled lower-cost versions of its best-selling Model Y SUV and Model 3 sedan to reverse falling sales. Three other product-development goals are written in vague language that could provide Musk hefty payouts without significantly boosting profit, according to six robotics or autonomous-driving industry experts who reviewed Musk’s goals for Reuters . Tesla and Musk did not respond to requests for comment. In a statement, a spokesperson for the Tesla board said: “The proposed pay package is actually worth zero to our CEO unless and until the shareholders see the value of the company nearly double and an operational milestone is met.” The board’s pay proposal requires Musk to remain a Tesla executive for at least seven-and-a-half years to collect any stock compensation. Musk, however, would get the voting rights associated with the share awards as soon as he earns them. Musk said last month on his social media platform X that the package is “not about ‘compensation,’ but about me having enough influence over Tesla to ensure safety if we build millions of robots.” In its proposal, the board said Musk is “motivated by more than just conventional forms of compensation.” Self driving cars, robotaxis and robotics Each goal grants Musk 1% of Tesla stock if he also reaches valuation milestones between $2 trillion and $8.5 trillion. One goal requires 10 million subscriptions to Tesla’s “Full Self-Driving” (FSD) software, which can’t currently drive itself without human intervention. The U.S. National Highway Traffic Safety Administration said Thursday it is opening an investigation into 2.88 million FSD-equipped Tesla vehicles over more than 50 reports of traffic-safety violations and a series of crashes. Musk’s performance goal contains no requirement that Tesla make FSD fully autonomous, instead requiring only an “advanced driving system.” That’s a “made-up term” with no industry-standard definition, said William Widen, a University of Miami law professor specializing in autonomous driving. Autonomous-driving experts say the subscription target might be easily met by dropping the price, currently $8,000 upfront or $99 a month. Tesla’s leading electric-vehicle rival, China’s BYD, already offers a similar system for free. “If I were Musk’s personal employment lawyer, I would like these definitions,” said Matthew Wansley, a professor at New York’s Cardozo School of Law who focuses on autonomous driving. Another goal requires one million robotaxis in commercial operation and specifies cars “without a human driver in the vehicle.” That’s a potentially more restrictive definition but four autonomous-vehicle experts said it could be interpreted to allow for humans controlling vehicles remotely or from the passenger seat – as Tesla does now in its first small-scale robotaxi test in Austin, Texas. Musk’s employment deal also sets a target of one million robots, an apparent reference to the Optimus humanoid robots Musk has long promised. But the goal doesn’t specify “humanoid” and could be interpreted broadly, two robotics-industry experts said. It defines “bot” as “any robot or other physical product with mobility using artificial intelligence.” “It’s a totally vague formulation,” said Christian Rokseth, an analyst with market research firm Humanoid.guide specializing in robotics and artificial intelligence. Investors, he said, are expecting a humanoid robot. Modest targets worth billions Hitting any two product goals in a decade, along with a $2.5 trillion valuation, pays Musk $26.4 billion in stock. Hitting three targets and a $3 trillion valuation pays him $54.6 billion. That means Musk could earn these amounts without delivering driverless Teslas, the signature product he’s promised for a decade. Gene Munster, managing partner at Tesla investor Deepwater Asset Management, said that despite the loose language in his performance agreement, investors would ultimately hold him accountable for delivering transformational products. “If people start smelling there’s something goofy here, he’s in trouble,” Munster said. In its pay proposal, Tesla’s board declared Musk the only person capable of transforming Tesla into an artificial-intelligence juggernaut. The board added that Musk, during negotiations, raised the prospect of “prioritizing other ventures” if he and the board couldn’t agree on compensation. Corporate governance experts said the board is taking a huge risk by so explicitly staking its future on one leader. Wei Jiang, vice dean at Emory University’s business school, said Tesla’s board has granted Musk a “monopoly” on Tesla’s top job. Good corporate governance, she said, requires embracing a “competitive and fluid market for CEOs.” The hard part: profits Musk’s hardest performance targets are likely those involving profit, a measure with no room for interpretation. The directors set eight profit goals between $50 billion and $400 billion in earnings before interest, tax, depreciation and amortization, compared to Tesla’s 2024 earnings of $16.6 billion. Tesla’s EV business, which accounts for almost all its revenue, is deteriorating with aging models facing fierce competition. Its only newer model, the Cybertruck, has flopped. The way Musk’s compensation is structured, however, allows for massive payouts without hitting any profit target. Every goal combined with a market-value increase offers the same 1% stock payout. So Musk gets the same pay for meeting the relatively easy vehicle sales and FSD-subscription goals, for instance, as he would for boosting earnings five-fold to $80 billion. The board’s valuation goals may prove far easier than its profit targets. Tesla’s value could hit $2 trillion, for instance, if shares grow a modest 6.4% annually over the decade following the board’s Sept. 3 pay-package approval. That’s slower growth than the S&P 500’s 8.5% annual average over the past 30 years and less than half the Nasdaq’s 13.2% average. Seth Goldstein, a Morningstar analyst who tracks Tesla, said its valuation could easily hit $3 trillion or more over a decade with market-average performance. He pointed out, however, that Tesla’s value is already largely based on “future products that don’t exist today.” For Musk to claim the biggest payouts offered by Tesla’s board, Goldstein said, “we’re going to start having to see real products.” Kevin Murphy, a University of Southern California finance professor and an expert witness for Tesla in defending Musk’s 2018 pay package, acknowledged that the vehicle sales and $2 trillion valuation goals aren’t “much of a stretch” but simply reaching those won’t appease shareholders. Neither will the “handful of billions” for lower-rung goals matter much to Musk, who cares more about historic technological achievements, Murphy said. Shareholders, he said, have focused on the hardest goals and biggest payouts because they believe Musk – and only Musk – can hit them. “Is it worth it?“ Murphy said. “Shareholders seem to think so.”
Tamasha, the premier streaming app of Jazz, once again proved to be Pakistan’s leading digital entertainment platform by setting new … Read More The post Tamasha Smashes Records with 32M Monthly Active Users (MAUs) During Asia Cup 2025 appeared first on ProPakistani .
Blizzard is introducing major changes to Mythic skins in Overwatch 2 Season 19, launching on October 14. The new system completely reworks how players unlock and customize Mythic cosmetics. Full Mythic Unlocks at Tier 1 Previously, players unlocked Mythic skins gradually through multiple Battle Pass tiers. The base version was incomplete until higher levels were […] The post Overwatch 2 Revamps Mythic Skins: Full Unlocks at Tier 1 appeared first on TechJuice .
