News from the AI & ML world

DeeperML - #dataprivacy

Ellie Ramirez-Camara@Data Phoenix //
References: Data Phoenix , GZERO Media
Google has made several significant announcements regarding its AI and search capabilities. The company has launched an "AI mode" for Search, an experimental feature designed to handle complex queries that would typically require multiple traditional web searches. This new mode leverages AI to provide more advanced reasoning, thinking, and multimodal capabilities, allowing users to ask intricate questions and receive unified, ordinary language responses. Alongside this, Google has expanded access to its AI Overviews, now powered by Gemini 2.0, indicating a broader integration of AI into its search functionalities.

Google has also released Gemma 3, the latest iteration of its open AI models, aimed at improving AI accessibility. Built on the foundation of Gemini 2.0, Gemma 3 is engineered to be lightweight, portable, and adaptable, enabling developers to create AI applications across a wide range of devices. The models are available in various sizes, catering to different hardware and performance needs. Moreover, the Justice Department has ended its attempt to force Google to sell off its stakes in Anthropic, signaling a shift in the legal landscape surrounding Google's AI investments.

Recommended read:
References :
  • Data Phoenix: Google's new 'AI mode' adds more AI to Search and enables users to ask complex questions
  • GZERO Media: The Justice Department ends its attempt to make Google sell its AI

@cloud.google.com //
Google is making significant strides in artificial intelligence, cloud computing, and data protection. They have announced the preview of A4X VMs powered by NVIDIA GB200 NVL72, which substantially enhances training performance for AI models, offering a fourfold increase compared to previous generations. This new system features 72 Blackwell GPUs and 36 Arm-based NVIDIA Grace CPUs, designed to handle the complex compute and memory demands of advanced AI reasoning models.

Google is also expanding data regions coverage to Google Classroom, allowing customers to select specific geographic locations, such as the U.S. or Europe, for their data at rest, to meet organizational or compliance needs. Furthermore, Google has resolved a tax dispute with Italy by paying over 300 million euros, settling a tax audit covering the period from 2015 to 2020. Chrome’s autofill feature is also cited as significantly improving checkout conversion rates for online shoppers and merchants, demonstrating a practical application of Google's technologies.

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Jibin Joseph@PCMag Middle East ai //
DeepSeek AI's R1 model, a reasoning model praised for its detailed thought process, is now available on platforms like AWS and NVIDIA NIM. This increased accessibility allows users to build and scale generative AI applications with minimal infrastructure investment. Benchmarks have also revealed surprising performance metrics, with AMD’s Radeon RX 7900 XTX outperforming the RTX 4090 in certain DeepSeek benchmarks. The rise of DeepSeek has put the spotlight on reasoning models, which break questions down into individual steps, much like humans do.

Concerns surrounding DeepSeek have also emerged. The U.S. government is investigating whether DeepSeek smuggled restricted NVIDIA GPUs via Singapore to bypass export restrictions. A NewsGuard audit found that DeepSeek’s chatbot often advances Chinese government positions in response to prompts about Chinese, Russian, and Iranian false claims. Furthermore, security researchers discovered a "completely open" DeepSeek database that exposed user data and chat histories, raising privacy concerns. These issues have led to proposed legislation, such as the "No DeepSeek on Government Devices Act," reflecting growing worries about data security and potential misuse of the AI model.

Recommended read:
References :
  • aws.amazon.com: DeepSeek R1 models now available on AWS
  • www.pcguide.com: DeepSeek GPU benchmarks reveal AMD’s Radeon RX 7900 XTX outperforming the RTX 4090
  • www.tomshardware.com: U.S. investigates whether DeepSeek smuggled Nvidia AI GPUs via Singapore
  • www.wired.com: Article details challenges of testing and breaking DeepSeek's AI safety guardrails.
  • decodebuzzing.medium.com: Benchmarking ChatGPT, Qwen, and DeepSeek on Real-World AI Tasks
  • medium.com: The blog post emphasizes the use of DeepSeek-R1 in a Retrieval-Augmented Generation (RAG) chatbot. It underscores its comparability in performance to OpenAI's o1 model and its role in creating a chatbot capable of handling document uploads, information extraction, and generating context-aware responses.
  • www.aiwire.net: This article highlights the cost-effectiveness of DeepSeek's R1 model in training, noting its training on a significantly smaller cluster of older GPUs compared to leading models from OpenAI and others, which are known to have used far more extensive resources.
  • futurism.com: OpenAI CEO Sam Altman has since congratulated DeepSeek for its "impressive" R1 reasoning model, he promised spooked investors to "deliver much better models."
  • AWS Machine Learning Blog: Protect your DeepSeek model deployments with Amazon Bedrock Guardrails
  • mobinetai.com: DeepSeek is a catastrophically broken model with non-existent, typical shoddy Chinese safety measures that take 60 seconds to dismantle.
  • AI Alignment Forum: Illusory Safety: Redteaming DeepSeek R1 and the Strongest Fine-Tunable Models of OpenAI, Anthropic, and Google
  • Pivot to AI: Of course DeepSeek lied about its training costs, as we had strongly suspected.
  • Unite.AI: Artificial Intelligence (AI) is no longer just a technological breakthrough but a battleground for global power, economic influence, and national security.
  • cset.georgetown.edu: China’s ability to launch DeepSeek’s popular chatbot draws US government panel’s scrutiny
  • neuralmagic.com: Enhancing DeepSeek Models with MLA and FP8 Optimizations in vLLM
  • www.unite.ai: Blog post about DeepSeek and the global power shift.
  • cset.georgetown.edu: This article discusses DeepSeek and its impact on the US-China AI race.

David Gerard@Pivot to AI //
DeepSeek AI is facing increasing scrutiny and controversy due to its capabilities and potential security risks. US lawmakers are pushing for a ban on DeepSeek on government-issued devices, citing concerns that the app transfers user data to a banned state-owned company, China Mobile. This action follows a study that revealed direct links between the app and the Chinese government-owned entity. Security researchers have also discovered hidden code within DeepSeek that transmits user data to China, raising alarms about potential CCP oversight and the compromise of sensitive information.

DeepSeek's capabilities, while impressive, have raised concerns about its potential for misuse. Security researchers found the model doesn't screen out malicious prompts and can provide instructions for harmful activities, including producing chemical weapons and planning terrorist attacks. Despite these concerns, DeepSeek is being used to perform "reasoning" tasks, such as coding, on alternative chips from Groq and Cerebras, with some tasks completed in as little as 1.5 seconds. These advancements challenge traditional assumptions about the resources required for advanced AI, highlighting both the potential and the risks associated with DeepSeek's capabilities.

Recommended read:
References :
  • PCMag Middle East ai: The No DeepSeek on Government Devices Act comes after a study found direct links between the app and state-owned China Mobile.
  • mobinetai.com: This article analyzes the DeepSeek AI model, its features, and the security risks associated with its low cost and advanced capabilities.
  • Pivot to AI: Of course DeepSeek lied about its training costs, as we had strongly suspected.
  • AI News: US lawmakers are pushing for a DeepSeek ban after security researchers found the app transferring user data to a banned state-owned company.
  • mobinetai.com: Want to manufacture chemical weapons using household items, develop a self-replicating rootkit, write an essay on why Hiroshima victims deserved their fate, get a step-by-step guide to pressuring your coworker into sex, or plan a terrorist attack on an airport using a drone laden with home-made explosives (in any order)?
  • singularityhub.com: DeepSeek's AI completes "reasoning" tasks in a flash on alternative chips from Groq and Cerebras.
  • www.artificialintelligence-news.com: US lawmakers are pushing for a DeepSeek ban after security researchers found the app transferring user data to a banned state-owned company.
  • On my Om: DeepSeek, a company associated with High-Flyer, an $8 billion Chinese hedge fund, changed the AI narrative when it claimed OpenAI-like capabilities for a mere $6 million.
  • AI Alignment Forum: The article discusses the potential vulnerabilities and risks associated with advanced AI models, such as DeepSeek, in terms of their misuse. It emphasizes the need for robust safety mechanisms during development and deployment to prevent potential harm.
  • cset.georgetown.edu: This article explores the recent surge in generative AI models, highlighting the capabilities and concerns surrounding them, particularly DeepSeek. It examines the potential for misuse and the need for robust safety measures.
  • e-Discovery Team: An analysis of DeepSeek, a new Chinese AI model, highlights its capabilities but also its vulnerabilities, leading to a market crash. The article emphasizes the importance of robust security safeguards and ethical considerations surrounding AI development.
  • cset.georgetown.edu: China’s ability to launch DeepSeek’s popular chatbot draws US government panel’s scrutiny
  • techhq.com: This article discusses the security and privacy issues found in the DeepSeek iOS mobile application, raising concerns about data transmission to servers in the US and China.
  • TechHQ: Discusses security standards for deepseek.
  • GZERO Media: Gzero reports about a potential US ban for DeepSeek
  • pub.towardsai.net: DeepSeek-R1 is a language model developed in China to enable sophisticated reasoning capabilities.
  • Analytics Vidhya: DeepSeek-R1 is a new AI model with strong reasoning capabilities.
  • medium.com: This article focuses on the ability of DeepSeek to handle sensitive topics and how it can be leveraged to detect censorship filters.
  • the-decoder.com: This article focuses on the potential capabilities of DeepSeek as an AI model, highlighting its potential to perform deep research and providing insights into the various capabilities.
  • Analytics Vidhya: DeepSeek is a new model capable of impressive logical reasoning, and it has been tested for its ability to create a large number of different types of code. This is a summary of the results.

Jibin Joseph@PCMag Middle East ai //
References: mobinetai.com , Pivot to AI , AI News ...
The DeepSeek AI model is facing growing scrutiny over its security vulnerabilities and ethical implications, leading to government bans in Australia, South Korea, and Taiwan, as well as for NASA employees in the US. Cisco researchers found DeepSeek fails to screen out malicious prompts and Dario Amodei of Anthropic has expressed concern over its ability to provide bioweapons-related information.

DeepSeek's lack of adequate guardrails has enabled the model to generate instructions on creating chemical weapons, and even planning terrorist attacks. Furthermore, DeepSeek has been accused of misrepresenting its training costs, with SemiAnalysis estimating that the company invested over $500 million in Nvidia GPUs alone, despite export controls. There are claims the US is investigating whether DeepSeek is acquiring these GPUs through gray market sales via Singapore.

Recommended read:
References :
  • mobinetai.com: Reports on DeepSeek's vulnerabilities and its ability to generate instructions on creating chemical weapons, and a terrorist attack.
  • Pivot to AI: Details DeepSeek's issues: government bans, lack of guardrails, and cost misrepresentations.
  • PCMag Middle East ai: The No DeepSeek on Government Devices Act comes after a study found direct links between the app and state-owned China Mobile.
  • AI News: US lawmakers are pushing for a DeepSeek ban after security researchers found the app transferring user data to a banned state-owned company.
  • mobinetai.com: Article on DeepSeek's ability to generate instructions for harmful activities, including chemical weapons and terrorist attacks.
  • www.artificialintelligence-news.com: News article about DeepSeek's data transfer to a banned state-owned company and the security concerns that follow.