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Analyticsindiamag
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Beware, AI Coding Can Be a Security Nightmare
- AI coding tools are increasingly being utilized by developers, with some relying heavily on them for code generation.
- One quarter of YC founders admit that a significant portion of their codebase is AI-generated.
- While AI-assisted coding can be convenient, it also introduces security concerns, especially in terms of vulnerabilities.
- The integration of AI in coding necessitates a strong understanding of security practices to mitigate risks.
- Users deploying AI tools like Cursor for coding have faced security challenges and attempts at exploitation.
- AI-generated code is highlighted to contain security holes and can be susceptible to hacking attempts.
- Developers are cautioned to assess security implications when utilizing AI coding assistants for production environments.
- The growing trend of 'vibe coding' with AI poses risks such as security vulnerabilities and compliance issues.
- Research reports emphasize the importance of vulnerability assessment in AI-generated code to prevent security flaws.
- Certain features of AI code assistants like Cursor have been flagged for potential security risks, including leaked company secrets and unauthorized access.
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Analyticsindiamag
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EY India Launches Customised LLM for BFSI Sector
- EY India has developed a customised LLM for BFSI sector with AI-powered solution.
- The LLM improves answer accuracy, intent recognition and incorporates BFSI-specific vocabulary.
- The model delivers measurable benefits including up to 50% cost savings.
- It can be integrated into various platforms and prioritises security and regulatory compliance.
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Dev
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A Step-by-Step Guide to Install DeepSeek-V3-0324 Locally
- DeepSeek-V3-0324 is an advanced open-source language model that outperforms competitors like GPT-4.5 and Claude 3.7 Sonnet, offering enhanced code executability and improved Chinese writing proficiency.
- Installing DeepSeek-V3-0324 locally can be achieved by using selective quantization techniques to reduce its size without compromising accuracy.
- The step-by-step guide includes prerequisites, such as GPU requirements and storage needs, and walks through the installation process using LLaMA.cpp and Unsloth's dynamic quants.
- Setting up a NodeShift account and creating a GPU Node are initial steps for deploying DeepSeek-V3-0324 locally.
- GPU configuration, selecting the image, and choosing an authentication method are vital parts of the installation process.
- Installing and building LLaMA.cpp involves creating a virtual environment, updating Ubuntu package sources, installing dependencies, cloning the repository, compiling build files, and copying executables.
- Downloading model files from Hugging Face using a Python script requires the installation of Hugging Face Python packages and running the model installation script.
- Running the model for inference involves using LLaMA-CLI tool and a prompt to create a Flappy Bird game in Python by specifying various parameters.
- The guide concludes by emphasizing the significance of NodeShift's cloud platform for deploying and scaling models like DeepSeek-V3-0324 effectively.
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Medium
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8 Practical Uses of AI for Streamlining Content Creation in Marketing
- AI technologies have evolved to enhance productivity and elevate content quality in marketing.
- AI-driven content generation tools utilize machine learning and natural language generation to produce high-quality and SEO-optimized content faster and efficiently.
- AI in content generation increases productivity by condensing the process, allowing marketers to focus on strategic elements of campaigns.
- AI-powered content personalization delivers tailored and relevant experiences by segmenting audiences, distributing content, and continuously learning and adapting over time.
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Analyticsindiamag
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OpenAI Expects Its Revenue to Triple to $12.7 Billion This Year: Reports
- OpenAI is projected to triple its revenue this year, reaching $12.7 billion.
- The company expects its revenue to more than double to $29.4 billion next year.
- Despite the increase in revenue, OpenAI faces high operational costs due to AI chips, data center expenses, and talent acquisition.
- OpenAI is set to finalize a $40 billion funding round led by SoftBank Group Corp, with other investors also participating.
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Analyticsindiamag
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DeepLearning.AI Releases Free Short Course on Vibe Coding
- AI upskilling platform DeepLearning.AI has announced a free short course titled ‘Vibe Coding 101 with Replit’.
- The course will teach learners how to build and deploy two applications using Replit’s agentic AI coding tools.
- The duration of the course is 1 hour and 34 minutes.
- DeepLearning.AI offers over 50 short and free courses to help learners leverage the latest advancements in generative AI.
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Analyticsindiamag
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Alibaba Releases Qwen2.5 Omni, Adds Voice and Video Modes to Qwen Chat
- Alibaba has released Qwen2.5-Omni-7B, an open-source model for Qwen Chat.
- The new model enables voice and video chat capabilities in Qwen Chat.
- Qwen2.5-Omni is a multimodal model designed to process text, images, audio, and video.
- Alibaba's Qwen2.5-Omni model outperforms similar models in tasks requiring multiple modalities.
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Educba
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4DDiG Partition Manager vs. File History
- A comprehensive comparison between 4DDiG Partition Manager and File History for Windows backup solutions is presented in this article to aid users in making an informed choice.
- Effective data backup is crucial for protecting against data loss, ensuring business continuity, and simplifying system migration.
- 4DDiG Partition Manager is highlighted as a robust backup tool offering features like system, disk, and partition backups, as well as local backup reliability.
- File History, on the other hand, is a built-in Windows backup tool that primarily focuses on backing up user files with limitations such as not supporting disk or partition backups.
- Key differences between the two solutions include security levels, backup scope, ease of use, flexibility, and storage options.
- 4DDiG Partition Manager stands out due to its comprehensive backup capabilities, one-click functionality, advanced features, and local backup control.
- The article provides instructions on using 4DDiG Partition Manager for backup and emphasizes its advantages in data protection and ease of use over File History.
- In conclusion, 4DDiG Partition Manager is recommended for those seeking a powerful and flexible Windows backup solution with advanced features for reliable data backup and recovery.
- For further information on data management solutions, readers are directed to explore recommended articles on topics like Azure Storage Files and Database Management Systems Advantages.
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Medium
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Discrete Mathematics at Play — The 2187-Ball Puzzle Explained
- A shopkeeper has 2,187 identical balls, but one is slightly heavier.
- Using the concept of ternary decision tree, the puzzle is solved in 7 weighings.
- Ternary search is more efficient than binary search for this problem.
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Analyticsindiamag
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Anthropic to Release Claude 3.7 with a 500k Context Window: Reports
- Anthropic plans to release Claude 3.7 Sonnet with a 500k context window, a significant jump from the current 200k capacity.
- The expansion will allow users to input significantly larger content in the prompt.
- The company recently added a web search feature to Claude, available in preview for paid users in the US.
- Free users and more regions will gain access soon.
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Analyticsindiamag
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Deloitte’s Satellite Hits the Space
- Deloitte has successfully launched its ‘Deloitte-1’ satellite with the help of SpaceX and Spire.
- Deloitte aims to leverage space-enabled insights for clients and expand capabilities for space platforms.
- The company has established 'Deloitte Space', the first professional services practice focused on the entire space value chain.
- Deloitte offers a global network of space professionals and has also launched a Global AI Simulation Centre of Excellence.
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Analyticsindiamag
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This Developer Ditched Windsurf, Cursor Using Claude with MCPs
- Developers have been warned of the potential security risks associated with using AI coding tools like Windsurf and Cursor for vibe coding.
- Eduard Ruzga, a staff engineer at Prezi, replaced AI coding tools with Claude using Model Context Protocol (MCP) for his workflow.
- MCP, created by Anthropic, is seen as a revolutionary development in AI, with companies like Cloudflare exploring its potential.
- Ruzga built his own MCP server called ClaudeDesktopCommander to enhance his coding and automation processes.
- By using Claude with MCP, Ruzga found it more versatile for tasks beyond traditional coding, like visualizing codebases and running automation processes.
- The workflow involves setting up Node.js, installing MCPs, and restarting Claude to access new tools on the desktop.
- Benefits of using Claude with MCP include structured project understanding, easy artifact publication, codebase exploration capabilities, and video compression.
- Ruzga believes Windsurf and Cursor have limitations compared to Claude in terms of functionality and overall value for users.
- Despite concerns about data security, Ruzga finds Claude acceptable for enterprise use due to its privacy measures and guarantees.
- The shift towards interesting workflows involving AI tools presents new opportunities for developers to explore alternative coding environments.
- Ruzga's experience with using Claude with MCP highlights the potential for innovative solutions in the realm of coding and automation.
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Analyticsindiamag
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IBM and Union Govt Explore Collaborations in Quantum Technology
- IBM and the Government of India are exploring collaborations in quantum computing, AI, and geospatial AI solutions.
- The potential of integrating geospatial AI solutions was discussed to facilitate advancements across various sectors.
- India's Union Budget 2025 allocated ₹600 crore to the National Quantum Mission (NQM), showing the country's emphasis on self-reliance in quantum technology.
- Collaborations in joint intellectual property development are being considered to expedite progress in the quantum technology sector.
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Medium
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Top 5 Tools for ML Experiment Tracking in 2025
- MLflow: Language Agnostic, Seamless Integration, Scalable
- W&B (Weights & Biases): Ease of Use, Cloud & Local Support, Free for Individuals
- TensorBoard: Built for TensorFlow, Real-Time Visualization, Open Source
- Neptune.ai: Flexible Integration, Collaboration Focused, Great for Research
- Comet ML: Easy Integration, Customizable Dashboards, Team Collaboration
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Medium
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The Silent Struggle of Students No One Talks About
- Success and achievements in student life often come with silent struggles like sleepless nights, self-doubt, and pressure to prove oneself.
- The constant pressure to achieve more can be suffocating, and even when goals are reached, there is little time to appreciate them.
- The fear of an uncertain future, loneliness, and the hidden moments of burnout are often not discussed or acknowledged.
- It is important to break the silence, normalize discussions about struggles, celebrate progress, and support each other in the journey.
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