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Showing posts with label DeepSeek. Show all posts
LLaMA
AI Chatbots AI Models AI technology Chatbots ChatGPT Cloud Cyber Security Data Privacy data security DeepSeek Gemini AI LLaMA

Why Running AI Locally with an NPU Offers Better Privacy, Speed, and Reliability

 

Running AI applications locally offers a compelling alternative to relying on cloud-based chatbots like ChatGPT, Gemini, or Deepseek, especially for those concerned about data privacy, internet dependency, and speed. Though cloud services promise protections through subscription terms, the reality remains uncertain. In contrast, using AI locally means your data never leaves your device, which is particularly advantageous for professionals handling sensitive customer information or individuals wary of sharing personal data with third parties. 

Local AI eliminates the need for a constant, high-speed internet connection. This reliable offline capability means that even in areas with spotty coverage or during network outages, tools for voice control, image recognition, and text generation remain functional. Lower latency also translates to near-instantaneous responses, unlike cloud AI that may lag due to network round-trip times. 

A powerful hardware component is essential here: the Neural Processing Unit (NPU). Typical CPUs and GPUs can struggle with AI workloads like large language models and image processing, leading to slowdowns, heat, noise, and shortened battery life. NPUs are specifically designed for handling matrix-heavy computations—vital for AI—and they allow these models to run efficiently right on your laptop, without burdening the main processor. 

Currently, consumer devices such as Intel Core Ultra, Qualcomm Snapdragon X Elite, and Apple’s M-series chips (M1–M4) come equipped with NPUs built for this purpose. With one of these devices, you can run open-source AI models like DeepSeek‑R1, Qwen 3, or LLaMA 3.3 using tools such as Ollama, which supports Windows, macOS, and Linux. By pairing Ollama with a user-friendly interface like OpenWeb UI, you can replicate the experience of cloud chatbots entirely offline.  

Other local tools like GPT4All and Jan.ai also provide convenient interfaces for running AI models locally. However, be aware that model files can be quite large (often 20 GB or more), and without NPU support, performance may be sluggish and battery life will suffer.  

Using AI locally comes with several key advantages. You gain full control over your data, knowing it’s never sent to external servers. Offline compatibility ensures uninterrupted use, even in remote or unstable network environments. In terms of responsiveness, local AI often outperforms cloud models due to the absence of network latency. Many tools are open source, making experimentation and customization financially accessible. Lastly, NPUs offer energy-efficient performance, enabling richer AI experiences on everyday devices. 

In summary, if you’re looking for a faster, more private, and reliable AI workflow that doesn’t depend on the internet, equipping your laptop with an NPU and installing tools like Ollama, OpenWeb UI, GPT4All, or Jan.ai is a smart move. Not only will your interactions be quick and seamless, but they’ll also remain securely under your control.
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Privacy Violation
Berlin Commissioner Data Leak DeepSeek Mobile Security Privacy Violation

DeepSeek Faces Ban From App Stores in Germany

 

DeepSeek, a competitor of ChatGPT, may face legal ramifications in the European Union after the Berlin Commissioner for Data Protection ordered that Google and Apple remove the AI app from their stores. 

After discovering that the DeepSeek app violates the EU's General Data Protection Regulation (GDPR), Berlin Commissioner for Data Protection and Freedom of Information Meike Kamp issued a press release on June 27 urging Google and Apple to take the app down. The action follows Kamp's earlier request that DeepSeek either voluntarily remove its app from Germany or alter its procedures to safeguard the data of German users, neither of which DeepSeek did. 

"The transfer of user data by DeepSeek to China is unlawful. DeepSeek has not been able to provide my office with convincing evidence that data of German users is protected in China at a level equivalent to that of the European Union. Chinese authorities have extensive access rights to personal data held by Chinese companies,” Kamp stated. 

"In addition, DeepSeek users in China do not have enforceable rights and effective legal remedies as guaranteed in the European Union. I have therefore informed Google and Apple, as operators of the largest app platforms, of the violations and expect a prompt review of a blocking.” 

This does not imply that DeepSeek will be removed from the Google Play Store or App Store right away. Apple and Google must consider Kamp's request and choose their course of action. If the app is eventually taken down, it probably won't affect users in other countries; it might only be blocked in Germany or the EU broadly. Despite this, millions of users may be looking for a new favourite AI software, given that DeepSeek had over 50 million downloads on the Google Play Store as of July 2025.

In any case, given this news, some users might wish to get rid of the app altogether. As Kamp's news statement states, "According to its own website, [DeepSeek] processes extensive personal data of users, including all text entries, chat histories, and uploaded files, as well as information about location, devices used, and networks.” 

Users who care about their data privacy, regardless of where they live, should likely be concerned about Kamp's office's increased efforts to have DeepSeek banned in Germany or to have it provide data protection that complies with EU regulations. However, the same could be said for the majority of social media and AI apps.
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Technology
AI Chatbots Artificial Intelligence DeepSeek Microsoft Technology

Why Microsoft Says DeepSeek Is Too Dangerous to Use

 


Microsoft has openly said that its workers are not allowed to use the DeepSeek app. This announcement came from Brad Smith, the company’s Vice Chairman and President, during a recent hearing in the U.S. Senate. He said the decision was made because of serious concerns about user privacy and the risk of biased content being shared through the app.

According to Smith, Microsoft does not allow DeepSeek on company devices and hasn’t included the app in its official store either. Although other organizations and even governments have taken similar steps, this is the first time Microsoft has spoken publicly about such a restriction.

The main worry is where the app stores user data. DeepSeek's privacy terms say that all user information is saved on servers based in China. This is important because Chinese laws require companies to hand over data if asked by the government. That means any data stored through DeepSeek could be accessed by Chinese authorities.

Another major issue is how the app answers questions. It’s been noted that DeepSeek avoids topics that the Chinese government sees as sensitive. This has led to fears that the app’s responses might be influenced by government-approved messaging instead of being neutral or fact-based.

Interestingly, even though Microsoft is blocking the app itself, it did allow DeepSeek’s AI model—called R1—to be used through its Azure cloud service earlier this year. But that version works differently. Developers can download it and run it on their own servers without sending any data back to China. This makes it more secure, at least in terms of data storage.

However, there are still other risks involved. Even if the model is hosted outside China, it might still share biased content or produce low-quality or unsafe code.

At the Senate hearing, Smith added that Microsoft took extra steps to make the model safer before making it available. He said the company made internal changes to reduce any harmful behavior from the model, but didn’t go into detail about what those changes were.

When DeepSeek was first added to Azure, Microsoft said the model had passed safety checks and gone through deep testing to make sure it met company standards.

Some people have pointed out that DeepSeek could be seen as a competitor to Microsoft’s own chatbot, Copilot. But Microsoft doesn’t block every competing chatbot. For example, Perplexity is available in the Windows app store. Still, some other popular apps, like Google’s Chrome browser and its Gemini chatbot, weren’t found during a search of the store.

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Technology
Artificial Intelligence ChatGPT CyberCrime Cybersecurity CyberThreat DeepSeek Google OpenAI Technology

DeepSeek Revives China's Tech Industry, Challenging Western Giants

 



As a result of DeepSeek's emergence, the global landscape for artificial intelligence (AI) has been profoundly affected, going way beyond initial media coverage. AI-driven businesses, semiconductor manufacturing, data centres and energy infrastructure all benefit from its advancements, which are transforming the dynamics of the industry and impacting valuations across key sectors. 


DeepSeek's R1 model is one of the defining characteristics of its success, and it represents one of the technological milestones of the company. This breakthrough system can rival leading Western artificial intelligence models while using significantly fewer resources to operate. Despite conventional assumptions that Western dominance in artificial intelligence remains, Chinese R1 models demonstrate China's growing capacity to compete at the highest level of innovation at the highest levels in AI. 

The R1 model is both efficient and sophisticated. Among the many disruptive forces in artificial intelligence, DeepSeek has established itself as one of the most efficient, scalable, and cost-effective systems on the market. It is built on a Mixture of Experts (MoE) architecture, which optimizes resource allocation by utilizing only relevant subnetworks to enhance performance and reduce computational costs at the same time. 

DeepSeek's innovation places it at the forefront of a global AI race, challenging Western dominance and influencing industry trends, investment strategies, and geopolitical competition while influencing industry trends. Even though its impact has spanned a wide range of industries, from technology and finance to energy, there is no doubt that a shift toward a decentralized AI ecosystem has taken place. 

As a result of DeepSeek's accomplishments, a turning point has been reached in the development of artificial intelligence worldwide, emphasizing the fact that China is capable of rivalling and even surpassing established technological leaders in certain fields. There is a shift indicating the emergence of a decentralized AI ecosystem in which innovation is increasingly spread throughout multiple regions rather than being concentrated in Western markets alone. 

Changing power balances in artificial intelligence research, commercialization, and industrial applications are likely to be altered as a result of the intensifying competition that is likely to persist. China's technology industry has experienced a wave of rapid innovation as a result of the emergence of DeepSeek as one of the most formidable competitors in artificial intelligence (AI). As a result of DeepSeek’s alleged victory over OpenAI last January, leading Chinese companies have launched several AI-based solutions based on a cost-effective artificial intelligence model developed at a fraction of conventional costs. 

The surge in artificial intelligence development poses a direct threat to both OpenAI and Alphabet Inc.’s Google, as well as the greater AI ecosystem that exists in Western nations. Over the past two weeks, major Chinese companies have unveiled no less than ten significant AI products or upgrades, demonstrating a strong commitment to redefining global AI competition. In addition to DeepSeek's technological achievements, this rapid succession of advancements was not simply a reaction to that achievement, but rather a concerted effort to set new standards for the global AI community. 

According to Baidu Inc., it has launched a new product called the Ernie X1 as a direct rival to DeepSeek's R1, while Alibaba Group Holding Ltd has announced several enhancements to its artificial intelligence reasoning model. At the same time, Tencent Holdings Ltd. has revealed its strategic AI roadmap, presenting its own alternative to the R1 model, and Ant Group Co. has revealed research that indicated domestically produced chips can be used to cut costs by up to 20 per cent. 

A new version of DeepSeek was unveiled by DeepSeek, a company that continues to grow, while Meituan, a company widely recognized as being the world's largest meal delivery platform, has made significant investment in artificial intelligence. As China has become increasingly reliant on open-source artificial intelligence development, established Western technology companies are being pressured to reassess their business strategies as a result. 

According to OpenAI, as a response to DeepSeek’s success, the company is considering a hybrid approach that may include freeing up certain technologies, while at the same time contemplating substantial increases in prices for its most advanced artificial intelligence models. There is also a chance that the widespread adoption of cost-effective AI solutions could have profound effects on the semiconductor industry in general, potentially hurting Nvidia's profits as well. 

Analysts expect that as DeepSeek's economic AI model gains traction, it may become inevitable that leading AI chip manufacturers' valuations are adjusted. Chinese artificial intelligence innovation is on the rise at a rapid pace, underscoring a fundamental shift in the global technology landscape. In the world of artificial intelligence, Chinese firms are increasingly asserting their dominance, while Western firms are facing mounting challenges in maintaining their dominance. 

As the long-term consequences of this shift remain undefined, the current competitive dynamic within China's AI sector indicates an emerging competitive dynamic that could potentially reshape the future of artificial intelligence worldwide. The advancements in task distribution and processing of DeepSeek have allowed it to introduce a highly cost-effective way to deploy artificial intelligence (AI). Using computational efficiency, the company was able to develop its AI model for around $5.6 million, a substantial savings compared to the $100 million or more that Western competitors typically require to develop a similar AI model. 

By introducing a resource-efficient and sustainable alternative to traditional models of artificial intelligence, this breakthrough has the potential to redefine the economic landscape of artificial intelligence. As a result of its ability to minimize reliance on high-performance computing resources, DeepSeekcano reduces costs by reducing the number of graphics processing units (GPUs) used. As a result, the model operates with a reduced number of graphics processing unit (GPU) hours, resulting in a significant reduction in hardware and energy consumption. 

Although the United States has continued to place sanctions against microchips, restricting China's access to advanced semiconductor technologies, DeepSeek has managed to overcome these obstacles by using innovative technological solutions. It is through this resilience that we can demonstrate that, even in challenging regulatory and technological environments, it is possible to continue to develop artificial intelligence. DeepSeek's cost-effective approach influences the broader market trends beyond AI development, and it has been shown to have an impact beyond AI development. 

During the last few years, a decline in the share price of Nvidia, one of the leading manufacturers of artificial intelligence chips, has occurred as a result of the move toward lower-cost computation. It is because of this market adjustment, which Apple was able to regain its position as the world's most valuable company by market capitalization. The impact of DeepSeek's innovations extends beyond financial markets, as its AI model requires fewer computations and operates with a lower level of data input, so it does not rely on expensive computers and big data centres to function. 

The result of this is not only a lower infrastructure cost but also a lower electricity consumption, which makes AI deployments more energy-efficient. As AI-driven industries continue to evolve, DeepSeek's model may catalyze a broader shift toward more sustainable, cost-effective AI solutions. The rapid advancement of technology in China has gone far beyond just participating in the DeepSeek trend. The AI models developed by Chinese developers, which are largely open-source, are collectively positioned as a concerted effort to set global benchmarks and gain a larger share of the international market. 

Even though it is still unclear whether or not these innovations will ultimately surpass the capabilities of the Western counterparts of these innovations, a significant amount of pressure is being exerted on the business models of the leading technology companies in the United States as a result of them. It is for this reason that OpenAI is attempting to maintain a strategic balance in its work. As a result, the company is contemplating the possibility of releasing certain aspects of its technology as open-source software, as inspired by DeepSeek's success with open-source software. 

Furthermore, it may also contemplate charging higher fees for its most advanced services and products. ASeveralindustry analysts, including Amr Awadallah, the founder and CEO of Vectara Inc., advocate the spread of DeepSeek's cost-effective model. If premium chip manufacturers, such as Nvidia, are adversely affected by this trend,theyt will likely have to adjust market valuations, causing premium chip manufacturers to lose profit margins.
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Technology
AI Alibaba China Cloud DeepSeek GenAI Technology

Alibaba Launches Latest Open-source AI Model from Qwen Series for ‘Cost-effective AI agents’

Alibaba Launches Lates Open-source AI Model from Qwen Series for ‘Cost-effective AI agents’

Last week, Alibaba Cloud launched its latest AI model in its “Qwen series,” as large language model (LLM) competition in China continues to intensify after the launch of famous “DeepSeek” AI.

The latest "Qwen2.5-Omni-7B" is a multimodal model- it can process inputs like audio/video, text, and images- while also creating real-time text and natural speech responses, Alibaba’s cloud website reports. It also said that the model can be used on edge devices such as smartphones, providing higher efficiency without giving up on performance. 

According to Alibaba, the “unique combination makes it the perfect foundation for developing agile, cost-effective AI agents that deliver tangible value, especially intelligent voice applications.” For instance, the AI can be used to assist visually impaired individuals to navigate their environment via real-time audio description. 

The latest model is open-sourced on forums GitHub and Hugging Face, after a rising trend in China post DeepSeek breakthrough R1 model open-source. Open-source means a software in which the source code is created freely on web for potential modification and redistribution. 

In recent years, Alibaba claims it has open-sourced more that 200 generative AI models. In the noise of China’s AI dominance intensified by DeepSeek due to its shoe string budget and capabilities, Alibaba and genAI competitors are also releasing new, cost-cutting models and services an exceptional case.

Last week, Chinese tech mammoth Baidu launched a new multimodal foundational model and its first reasoning-based model. Likewise, Alibaba introduced its updated Qwen 2.5 AI model in January and also launched a new variant of its AI assistant tool Quark this month. 

Alibaba has also made strong commitments to its AI plan, recently, it announced a plan to put $53 billion in its cloud computing and AI infrastructure over the next three years, even surpassing its spending in the space over the past decade. 

CNBC talked with Kai Wang, Asia Senior equity analyst at Morningstar, Mr Kai told CNBC that “large Chinese tech players such as Alibaba, which build data centers to meet the computing needs of AI in addition to building their own LLMs, are well positioned to benefit from China's post-DeepSeek AI boom.” According to CNBC, “Alibaba secured a major win for its AI business last month when it confirmed that the company was partnering with Apple to roll out AI integration for iPhones sold in China.”

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enterprise cybersecurity
AI Chatbots AI Risks AI technology Chatbots ChatGPT. OpenAI Cyber Security data security DeepSeek enterprise cybersecurity

DeepSeek AI: Benefits, Risks, and Security Concerns for Businesses

 

DeepSeek, an AI chatbot developed by China-based High-Flyer, has gained rapid popularity due to its affordability and advanced natural language processing capabilities. Marketed as a cost-effective alternative to OpenAI’s ChatGPT, DeepSeek has been widely adopted by businesses looking for AI-driven insights. 

However, cybersecurity experts have raised serious concerns over its potential security risks, warning that the platform may expose sensitive corporate data to unauthorized surveillance. Reports suggest that DeepSeek’s code contains embedded links to China Mobile’s CMPassport.com, a registry controlled by the Chinese government. This discovery has sparked fears that businesses using DeepSeek may unknowingly be transferring sensitive intellectual property, financial records, and client communications to external entities. 

Investigative findings have drawn parallels between DeepSeek and TikTok, the latter having faced a U.S. federal ban over concerns regarding Chinese government access to user data. Unlike TikTok, however, security analysts claim to have found direct evidence of DeepSeek’s potential backdoor access, raising further alarms among cybersecurity professionals. Cybersecurity expert Ivan Tsarynny warns that DeepSeek’s digital fingerprinting capabilities could allow it to track users’ web activity even after they close the app. 

This means companies may be exposing not just individual employee data but also internal business strategies and confidential documents. While AI-driven tools like DeepSeek offer substantial productivity gains, business leaders must weigh these benefits against potential security vulnerabilities. A complete ban on DeepSeek may not be the most practical solution, as employees often adopt new AI tools before leadership can fully assess their risks. Instead, organizations should take a strategic approach to AI integration by implementing governance policies that define approved AI tools and security measures. 

Restricting DeepSeek’s usage to non-sensitive tasks such as content brainstorming or customer support automation can help mitigate data security concerns. Enterprises should prioritize the use of vetted AI solutions with stronger security frameworks. Platforms like OpenAI’s ChatGPT Enterprise, Microsoft Copilot, and Claude AI offer greater transparency and data protection. IT teams should conduct regular software audits to monitor unauthorized AI use and implement access restrictions where necessary. 

Employee education on AI risks and cybersecurity threats will also be crucial in ensuring compliance with corporate security policies. As AI technology continues to evolve, so do the challenges surrounding data privacy. Business leaders must remain proactive in evaluating emerging AI tools, balancing innovation with security to protect corporate data from potential exploitation.
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Technology
AI Tool DeepSeek Generative AI HKGAI V1 Hong Kong Technology

Hong Kong Launches Its First Generative AI Model

 

Last week, Hong Kong launched its first generative artificial intelligence (AI) model, HKGAI V1, ushering in a new era in the city's AI development. The tool was designed by the Hong Kong Generative AI Research and Development Centre (HKGAI) for the Hong Kong Special Administrative Region (HKSAR) government's InnoHK innovation program. 

The locally designed AI tool, which is driven by DeepSeek's data learning model, has so far been tested by about 70 HKSAR government departments. According to a press statement from HKGAI, this innovative accomplishment marks the successful localisation of DeepSeek in Hong Kong, injecting new vitality to the city's AI ecosystem and demonstrating the strong collaborative innovation capabilities between Hong Kong and the Chinese mainland in AI. 

Sun Dong, the HKSAR government's Secretary for Innovation, Technology, and Industry, highlighted during the launch ceremony that artificial intelligence (AI) is in the vanguard of a new industrial revolution and technical revolution, and Hong Kong is actively participating in this wave. 

Sun also emphasised the HKSAR government's broader efforts to encourage AI research, which include the building of an AI supercomputing centre, a 3-billion Hong Kong dollar (386 million US dollar) AI funding plan, and the clustering of over 800 AI enterprises at Science Park and Cyberport. He expressed confidence that the locally produced large language model will soon be available for usage by not just enterprises and people, but also for overseas Chinese communities. 

DeepSeek, founded by Liang Wengfeng, previously stunned the world with its low-cost AI model, which was created with substantially fewer processing resources than larger US tech businesses such as OpenAI and Meta. The HKGAI V1 system is the first in the world to use DeepSeek's full-parameter fine-tuning research methodology. 

The financial secretary allocated HK$1 billion (US$128.6 million) in the budget to build the Hong Kong AI Research and Development Institute. The government intends to start the institute by the fiscal year 2026-27, with cash set aside for the first five years to cover operational costs, including employing staff. 

“Our goal is to ensure Hong Kong’s leading role in the development of AI … So the Institute will focus on facilitating upstream research and development [R&D], midstream and downstream transformation of R&D outcomes, and expanding application scenarios,” Sun noted.
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South Korea
AI Apps AI technology Data Privacy data security DeepSeek Privacy privacy laws South Korea

South Korea Blocks DeepSeek AI App Downloads Amid Data Security Investigation

 

South Korea has taken a firm stance on data privacy by temporarily blocking downloads of the Chinese AI app DeepSeek. The decision, announced by the Personal Information Protection Commission (PIPC), follows concerns about how the company collects and handles user data. 

While the app remains accessible to existing users, authorities have strongly advised against entering personal information until a thorough review is complete. DeepSeek, developed by the Chinese AI Lab of the same name, launched in South Korea earlier this year. Shortly after, regulators began questioning its data collection practices. 

Upon investigation, the PIPC discovered that DeepSeek had transferred South Korean user data to ByteDance, the parent company of TikTok. This revelation raised red flags, given the ongoing global scrutiny of Chinese tech firms over potential security risks. South Korea’s response reflects its increasing emphasis on digital sovereignty. The PIPC has stated that DeepSeek will only be reinstated on app stores once it aligns with national privacy regulations. 

The AI company has since appointed a local representative and acknowledged that it was unfamiliar with South Korea’s legal framework when it launched the service. It has now committed to working with authorities to address compliance issues. DeepSeek’s privacy concerns extend beyond South Korea. Earlier this month, key government agencies—including the Ministry of Trade, Industry, and Energy, as well as Korea Hydro & Nuclear Power—temporarily blocked the app on official devices, citing security risks. 

Australia has already prohibited the use of DeepSeek on government devices, while Italy’s data protection agency has ordered the company to disable its chatbot within its borders. Taiwan has gone a step further by banning all government departments from using DeepSeek AI, further illustrating the growing hesitancy toward Chinese AI firms. 

DeepSeek, founded in 2023 by Liang Feng in Hangzhou, China, has positioned itself as a competitor to OpenAI’s ChatGPT, offering a free, open-source AI model. However, its rapid expansion has drawn scrutiny over potential data security vulnerabilities, especially in regions wary of foreign digital influence. South Korea’s decision underscores the broader challenge of regulating artificial intelligence in an era of increasing geopolitical and technological tensions. 

As AI-powered applications become more integrated into daily life, governments are taking a closer look at the entities behind them, particularly when sensitive user data is involved. For now, DeepSeek’s future in South Korea hinges on whether it can address regulators’ concerns and demonstrate full compliance with the country’s strict data privacy standards. Until then, authorities remain cautious about allowing the app’s unrestricted use.
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