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Computer vision is revolutionizing AI — but beneath its promise lies a surveillance infrastructure quietly built by top labs and tech giants. New research reveals how visual AI is systematically eroding privacy and reshaping society under the guise of innovation. Among the plethora of applications Artificial Intelligence (AI) brings with it – from healthcare to self-driving cars – computer vision often stands as a champion holding the torch to the future. We want to believe it, it makes us feel good: but it has a darker side – a story of unchecked innovation possibly besmirching social good. An unsettling empirical history that has torn the veil off a much less innocent truth has been unearthed by researchers recently cited in Nature magazine: the profound, ubiquitous, and purposeful operating nature of intersections between groundbreaking computer-vision research studies and the not so gentle progress in mass surveillance. In order to understand how weighty this is, it is necessary first to realize what computer vision is. It comes down to visual AI that measures, records, represents and analyses the world based on visual data – images and video. In historical usage, its origins were admittedly warlike, as used to identify targets, intelligence gathering and armed and police work. However, the magnitude of usage has changed drastically – it is clearly no longer a niche. According to new research based on over 20,000 papers, a large swath from a large computer vision workshop, the Conference on Computer Vision and Pattern Recognition (CVPR), the stark picture of "surveillance AI pipeline"...
Emerging markets are caught in the crossfire of unpredictable US trade policies, with credit agencies split on the true impact. While S&P sees only modest effects so far, Moody’s warns of deeper, more pervasive risks as sectoral pain and global uncertainty mount. Short-Term Export Gains Mask Deeper Risks: Some emerging markets, such as India, Taiwan, and Thailand, have seen temporary export boosts from tariff-driven trade shifts, but these gains are expected to be fleeting as US inventories normalize and sectoral distress—such as plunging electronics and semiconductor exports—becomes more evident. Credit Agencies Divided on Impact Severity: S&P Global Ratings maintains that the direct impact of US tariffs on EM growth has been modest, aided by recent tariff de-escalation with China and less severe tariffs than feared. In contrast, Moody’s highlights widespread credit risks, including slower growth, weaker currencies, and heightened investor caution, with negative effects rippling across sectors and financial systems. Uncertainty and Geopolitics Weigh on Outlook: Persistent unpredictability in US trade policy, compounded by regional geopolitical tensions, continues to dampen business confidence and investment in EMs. Both agencies agree that downside risks remain significant, with future data likely to reveal the full extent of economic and credit strain as the year progresses S&P Global Ratings believes there is a high degree of unpredictability around policy implementation by the U.S. administration and possible responses—specifically with regard to tariffs—and the potential effect on economies, supply chains, and credit conditions around the world. As a result, its baseline forecasts carry a significant amount of uncertainty, magnified by ongoing regional geopolitical conflicts....
Discover how hybrid quantum computing is revolutionizing industries from banking to aviation, unlocking solutions once thought impossible. Fraud Detection Gets a Quantum Boost: HSBC's hybrid quantum approach uses quantum simulators to run machine learning algorithms, showing immediate performance gains in detecting fraudulent transactions. This paves the way for future hardware advancements to handle larger datasets and deeper algorithms. Aviation Efficiency Takes Flight: Hybrid quantum computing optimizes cargo loading in aircraft, balancing weight to reduce drag and fuel consumption. Even a 75 cm center-of-gravity shift on a Boeing 747 can save 4 tonnes of CO₂ emissions on a 10,000-mile flight. Hybrid Quantum is Here to Stay: Industries like automotive (e.g., Volkswagen) already use hybrid quantum for real-time logistics and design optimization. This model isn’t a temporary fix—it’s a scalable, evolving solution that will remain essential even as quantum hardware matures. Hybrid Quantum, a combination of classical computing with quantum processors have opened up exciting possibilities of solving real-world problems - a major step forwards in realizing the potential of quantum computing. HSBC, a high-street bank, working the UK’s National Quantum Computing Center, hardware provider Rigetti, and the Quantum Software Lab, at the University of Edinburgh, has pioneered its usage in fraud detection. Another study focused on a key problem in the aviation industry to find the optimal way to load cargo containers onto a commercial aircraft to maximize the amount of cargo that can be carried, and to balance the weight of the cargo to reduce drag and improve fuel efficiency. HSBC normally uses classical machine learning to...
From theoretical possibility to a thriving criminal enterprise, ransomware has come a long way. Read on to know more: According to a recent survey, ransomware payments have nearly doubled $1.5 million over the past year, with the highest-earning organisations the most likely to pay attackers. These ransomware attacks, characterised by hackers encrypting sensitive data and demanding ransoms for its release, have become increasingly common and sophisticated, affecting governments, businesses, and individuals alike and posing an emerging threat to cryptocurrencies, particularly Ethereum. Figure 1: Global ransomware damage costs and forecasts; Source: World Economic Forum/The Conversation The Proliferation of Ransomware Ransomware attacks have become so frequent that they often fail to make significant headlines. However, exceptions occur, such as the May and June 2023 attack exploiting a vulnerability in the Moveit file transfer app, which garnered widespread attention due to its high-profile victims, including British Airways, the BBC, and Boots. This alarming trend is exemplified by the fact that the average ransomware payment by UK organisations in 2023 was even higher, at US$2.1 million. The National Cyber Security Centre (NCSC) in the UK thus issued new guidance in 2022, urging organisations to bolster their cybersecurity defences amid concerns of state-sponsored cyberattacks linked to the conflict in Ukraine. These attacks, frequently involving Russia, have highlighted the geopolitical implications of ransomware. Ransomware attacks can have diverse and severe financial and societal impacts, affecting various sectors, including government, healthcare, education, and small businesses. The May 2023 Dallas City Government attack, for instance, disrupted hearings, trials, and jury duty, leading to...
You want to succeed, surround yourself with the right kind of people who will support and encourage you all the way. Be with people who have utmost conviction and patience. The battle is never lost until you’ve abandon your vision. But what if you’re really exhausted physically, mentally, and most of all emotionally? Here are some sources of motivation to prompt you in reaching the peak of accomplishment. “Success is the result of perfection, hard work, learning from failure, loyalty, and persistence” Philip Reyes Let me share with you one of my favorite quotes, as stated in that quote, there are three key factors to achieve massive success in your life: Urban life in the city Never ever think of giving up. Winners never quit and quitters never win. Take all negative words out of your mental dictionary and focus on the solutions with utmost conviction and patience. The battle is never lost until you’ve abandon your vision. Martial arts figure prominently in many Asian cultures, and the first known traces. Seeing trends before they start Success needs hard work. Don’t listen to these ‘get rich quick’ schemes. You need to build your character and work hard on yourself and your business to achieve greatness. Work hard and work smart. Do the right things and do them in the right way. Don’t procrastinate. Take bold actions. Work long hours and craft your legacy. Learning from failure Successful people do not see failures as failures. They see them as important learning lessons. Lessons that are capable...
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