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Data Science News
Medium
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The Evolution and Impact of Radio.
- Radio is a powerful communication medium that has revolutionized information and entertainment.
- Despite the emergence of digital media, radio remains relevant in connecting communities and serving as an important medium for emergency communication.
- The radio technology has its origins in the work of researchers such as James Clerk Maxwell and Guglilmo Marconi.
- The first licensed radio station, KDKA, started operating in 1920 and marked the rapid growth of radio technology.
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Ather Bets Big on AI and Salesforce to Transform EV Sales
- Ather Energy, one of India's leading electric two-wheeler manufacturers, has partnered with Salesforce to develop a unified, AI-ready digital platform to streamline its sales, service, and customer experience operations.
- With Salesforce's cloud-based solutions, Ather now has a single, scalable system that connects dealers, service centers, and customers, ensuring real-time access to critical data.
- The platform facilitates lead management, customer interactions, and dealership operations, providing a unified view of the customer and enhancing scalability and operational efficiency.
- The system is built to integrate AI and automation, enabling smarter decision-making, predictive analytics, and future compatibility with AI-driven tools for functions like predictive maintenance alerts and real-time sales forecasting.
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Analyticsindiamag
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A New Chinese Open Source Framework Aims to Challenge Dependence on NVIDIA’s Chips on AI Models
- A team associated with China’s Tsinghua University has released a new open source AI framework named Chitu.
- Chitu is a high-performance inference framework for large language models, challenging the dominance of NVIDIA's GPUs.
- It supports various mainstream language models and aims to provide versatility in deploying requirements.
- The framework claims to achieve a 315% increase in model inference speed while reducing GPU usage by 50% compared to foreign open source frameworks.
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‘Samsung is Facing a Do-or-Die Situation,’ Chairman Lee Jae-Yong Tells Executives
- Samsung chairman Lee Jae-Yong conveyed a strong message to executives, stating that the company is facing a do-or-die survival issue and needs to reflect deeply from the top.
- He emphasized the need to invest for the future, even at the cost of sacrificing immediate profits, and criticized executives for losing the power that characterizes Samsung.
- Lee Jae-Yong highlighted the importance of hiring and nurturing top-notch talent and pursuing the development of technology that doesn't exist yet.
- Samsung has faced challenges in profits and market share, with Q4 2024 earnings showing a 29% decline, and struggles in its semiconductor unit and competition with TSMC.
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It’s a Bad Idea to Trust Grok, Gemini, ChatGPT, Perplexity for Citations
- AI-driven search tools like Perplexity, Grok, ChatGPT, and Gemini are gaining popularity among users, but a recent study from Columbia University exposes significant citation accuracy issues.
- The study evaluated search tools from various AI platforms and found that over 60% of queries received inaccurate answers, with Grok 3 providing incorrect responses to a staggering 94% of queries.
- Issues included incorrect identification of article details and broken links, showcasing gaps in AI search accuracy.
- Despite partnerships with publishers, AI tools like Perplexity failed to provide reliable outputs and often cited incorrect sources.
- The study highlighted the importance of acknowledging uncertainty in responses, pointing out the consequences of misleading or inaccurate information.
- Users have expressed frustration with Google's AI overviews, citing instances of inaccuracies and the inability to disable the feature.
- Google's push towards AI adoption in search, including the testing of 'AI Mode' and enhancing capabilities with Gemini 2.0, raises concerns about the reliability of AI-generated responses.
- The increasing reliance on AI for information retrieval underscores the vital need for accuracy and responsibility in AI technologies to prevent the spread of false information.
- With millions of users expected to rely on AI for web browsing, AI makers like Google must prioritize refining AI tools to provide trustworthy and accurate information.
- The findings suggest that blindly trusting AI-driven citation tools for accurate information may lead to misinformation and potentially harmful consequences.
- As AI continues to evolve and integrate into daily tasks, ensuring the accuracy and reliability of AI-generated content remains a critical challenge for tech companies and users alike.
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Medium
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Mastering Advanced LLM Prompt Engineering Techniques
- This news is about a young tech enthusiast mastering advanced LLM prompt engineering techniques.
- Sophie, a junior high student, embarks on a journey to make her chatbot smarter and more accurate.
- She discovers that the secret lies in mastering the art of LLM prompt engineering.
- With real-world examples and practical insights, the news explores Sophie's journey and provides guidance for others.
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Analyticsindiamag
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Perplexity AI is Destroying the LLM Wrapper Myth
- Perplexity AI, despite initial skepticism as an LLM wrapper, has proven to be a powerful tool for various tasks, offering a range of LLMs like Claude 3.7 Sonnet and GPT-4.5.
- The company developed its own LLM, Sonar, based on Meta's Llama 3.3 70B and Cerebras Inference, claiming to be the fastest AI inference engine with a 1,200 tokens per second capacity.
- Endorsed by figures like NVIDIA's Jensen Huang and IIT professor Balaraman Ravindran, Perplexity AI has announced operations in India and offers free access to IIT Madras students.
- Through partnerships with Paytm and Deutsche Telekom, expanding services, open-sourced models like R1 1776, and the release of the Perplexity Windows app, the company is making significant strides.
- While facing challenges of maintaining speed as they grow, CEO Aravind Srinivas aims to enhance monetization by providing users with end-to-end solutions, integrating actions like purchases within the platform.
- Despite growth and challenges, Perplexity AI continues to innovate and evolve, with an increasing user base currently at 15 million users per month.
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LTIMindtree Appoints COO Nachiket Deshpande as President of Global AI Services
- LTIMindtree has appointed COO Nachiket Deshpande as the president of its AI services division.
- Deshpande will oversee AI business strategies, mergers and acquisitions, research and development, and partnerships.
- He was previously a leading contender for the CEO position, which was awarded to Venu Lambu.
- LTIMindtree follows the philosophy of AI in everything, everything for AI, and AI for everyone.
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Medium
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AI: The Invisible Hand Behind Today’s Big Ideas & Creativity Boom
- AI is a powerful tool that helps tackle significant global problems such as pollution and improving healthcare.
- AI can process large amounts of information faster than the human brain and optimize energy usage in various industries.
- Companies like Google and Microsoft are utilizing AI to reduce energy consumption and track environmental changes.
- AI-driven tools are being developed to enhance healthcare services and patient care.
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Analyticsindiamag
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India Needs a Million Startups to Hit an $8 Trillion Economy by 2035
- Nandan Nilekani predicts that India will have a million startups by 2035.
- India's startup ecosystem will play a crucial role in achieving the goal of an $8 trillion economy.
- The formalization of businesses, digital infrastructure, and AI adoption are expected to fuel economic acceleration.
- AI-driven automation, personalized services, and energy trading are identified as key drivers for future economic transformation.
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Peptris Technologies Licenses India’s First AI-Discovered Drug Candidate to Revio Therapeutics
- Peptris Technologies licenses India’s first AI-discovered drug candidate, PEPR124 (RT001), to Revio Therapeutics, a rare genetic disorder.
- Peptris Technologies has a pipeline of advanced preclinical assets in Rare Diseases, Alopecia, Inflammation, and Oncology.
- PEPR124 (RT001) has shown promising results in preclinical studies and has a strong safety profile.
- Revio Therapeutics will handle commercialisation of PEPR124 (RT001) in all markets except the BRICS countries.
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Educba
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AI in Content Creation
- Artificial intelligence (AI) mimics human intelligence to handle tasks like problem-solving, pattern recognition, and language interpretation, aiding in content creation for non-experts.
- AI tools have transformed various sectors, from healthcare to customer service, and offer time-saving benefits, improved content quality, and accessibility for beginners.
- AI tools like writing assistants (e.g., Grammarly), content generators, design tools (e.g., Canva), and video editing tools (e.g., Magisto) empower users to create high-quality content efficiently.
- To get started with AI tools, users should identify their needs, research and compare tools, integrate them gradually, and familiarize themselves with the tools through practice and learning.
- Best practices for using AI tools include blending AI efficiency with human creativity, staying updated on tool features, and maintaining ethical standards in content creation.
- Common misconceptions about AI tools include the belief that they will replace human creators entirely, whereas they actually serve as assistants to enhance content creation.
- The future of AI in content creation includes emerging trends like natural language processing (NLP) and predictions of enhanced collaboration between humans and machines for more innovative content production.
- Staying informed about AI advancements is crucial for leveraging AI tools effectively and staying competitive in content creation, allowing non-experts to achieve professional results with ease.
- AI technology has revolutionized content creation, offering accessibility and efficiency, simplifying tasks, enhancing creativity, and ensuring consistent quality for users of all skill levels.
- Businesses can benefit from incorporating AI tools into their content strategy with the help of content specialists who can align content with brand goals and voice for professional results.
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Analyticsindiamag
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Infosys, HPE, and SUSE Partner to Simplify AI Adoption for Enterprises
- Infosys, Hewlett Packard Enterprise (HPE), and SUSE announced a strategic partnership to simplify AI adoption for enterprises.
- The partnership combines SUSE AI’s open-source capabilities, HPE’s AI-ready hardware, and Infosys’ expertise in system integration and responsible AI governance.
- The alliance aims to accelerate AI adoption at scale by offering an end-to-end solution for enterprises.
- The collaboration emphasizes the importance of responsible AI, simplifies AI adoption through phased implementation, and introduces a 'Start Now, Pay Later' model for businesses to scale AI investments based on outcomes.
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Analyticsindiamag
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Did ByteDance Just Create a React Native Killer?
- ByteDance, known for developing AI models, introduces an open-source Rust-based JavaScript framework called Lynx for cross-platform mobile and web applications.
- Lynx, used internally for TikTok, competes with React Native, aiming to provide a great native experience and eliminate lag.
- Lynx empowers developers to create native UIs from a single codebase, powering apps like TikTok Studio and e-commerce storefronts.
- The framework solves challenges in delivering experiences at scale and velocity, ensuring engaging UIs and responsive interfaces.
- With a statically enforced division of user scripting, Lynx aims to render frames fast and reach multiple platforms efficiently.
- Experts perceive Lynx favorably for its access to native functionality and performance optimization, potentially challenging React Native.
- Lynx's multithreaded engine for instant launch and UI responsiveness contrasts with React Native's single-threaded JavaScript bridge.
- Developers acknowledge Lynx's innovative approach, emphasizing the competition and potential for innovation in the mobile app development landscape.
- While React Native has improved over the years, Lynx's unique thread approach offers faster data processing and smooth UI updates.
- Although still in its early days, the positive reception to Lynx indicates excitement within the developer community for its potential to compete with established frameworks.
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Analyticsindiamag
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The AI Ad Strategy That Works in 100 Milliseconds
- Yanadoo partnered with Criteo to embrace AI-driven advertising, resulting in a 138% jump in conversion rates and a 34% boost in average order value.
- Criteo uses AI to analyse user behaviour and determine the most relevant products and effective ad presentation in under 100 milliseconds.
- AI enables marketers to identify and target highly precise audience segments based on patterns in behaviour and preferences.
- AI complements human expertise in the advertising industry, refining audience selection while human knowledge and strategic understanding remain crucial.
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