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Medium
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How AI Learns What You Know — RAG and Vector Search, Explained Over Coffee
- RAG (Retrieval Augmented Generation) allows AI to access internal knowledge bases before providing answers, unlike general AI models like GPT and Claude.
- Traditional keyword-based search is complemented by vector search, enabling semantic search powered by vector databases.
- AI like RAG ensures that specific business-related questions are answered accurately by leveraging internal company knowledge.
- Memory modules can be implemented to enhance AI's ability to remember and provide continuous learning beyond one-off queries.
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Datarobot
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Forecast demand with precision using advanced AI for SAP IBP
- Supply chain leaders can benefit from improved demand forecasting precision by integrating advanced AI into SAP IBP workflows, helping to avoid costly missteps like stockouts or excess inventory.
- The challenges in demand planning across industries are exacerbated by factors like economic volatility, shifting consumer behaviors, tariffs, and climate-related disruptions.
- Traditional forecasting models often struggle to adapt to new signals in complex planning environments, necessitating the need for intelligent systems.
- The DataRobot Demand Planning App enhances SAP IBP with AI, improving forecast accuracy for volatile demand patterns and optimizing inventory management.
- Organizations using DataRobot for demand planning have seen tangible benefits, including improved forecast accuracy, reduced stockouts, and optimized inventory planning.
- The Demand Planning App complements SAP IBP with prebuilt forecasting templates, real-time adaptability, and seamless integration for improved forecasting outcomes.
- To strengthen demand planning amidst market volatility, incorporating external signals, addressing cold starts, aligning on shared KPIs, and automating data processes are recommended actions.
- DataRobot's AI-driven forecasting solution enhances SAP IBP capabilities, offering scalable, adaptable, and precise forecasting to support strategic decision-making in dynamic markets.
- By integrating AI into demand planning processes, organizations can improve accuracy, efficiency, and responsiveness to market changes without disrupting existing workflows.
- To explore integrating AI into SAP IBP for enhanced demand forecasting and planning agility, interested parties can schedule a demo with DataRobot.
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Analyticsindiamag
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Waymo, Toyota Explore Collaboration to Accelerate AV Industry
- Waymo and Toyota have signed a preliminary agreement to explore a potential partnership in developing a new self-driving vehicle platform.
- The collaboration could lead to a jointly developed robotaxi service and bring Waymo's self-driving technology to Toyota's next-generation consumer vehicles.
- Waymo, the autonomous driving subsidiary of Alphabet (Google's parent company), announced the collaboration in a blog post signaling discussions on combining their strengths.
- Waymo's robotaxi operations currently run in various U.S. cities, with recent partnerships with Uber and plans to expand to Atlanta, while the AV market in India shows steady growth with industry players and startups actively involved.
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Analyticsindiamag
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Infosys Partners with Yorkshire Building Society to Accelerate its 2030 Strategic Plan with AI
- Infosys partners with Yorkshire Building Society to accelerate digital transformation.
- The collaboration aims to enhance customer and employee experiences through digital operations using cloud, data, AI, and cybersecurity solutions.
- Yorkshire Building Society plans to provide a mobile-first banking experience for its customers with major investments in faster payments and enhanced security.
- Infosys also launches AI-driven suite, Infosys Topaz for SAP S/4HANA Cloud, to support enterprises in transitioning to SAP's cloud-based ERP platform.
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Analyticsindiamag
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Gemini Now Accessible Via Side Button on Samsung Galaxy A Series Phones
- Samsung announced select Galaxy A series devices will have the ability to activate Google’s AI-powered assistant directly through the side button.
- Users can activate Gemini on Galaxy A series by pressing and holding the side button, enabling access to powerful AI functions previously exclusive to Galaxy S series.
- The feature 'Awesome Intelligence' was introduced on Galaxy A56 5G, A36 5G, and A26 5G for a more innovative user experience.
- The update for faster access to Gemini will be globally rolled out in early May 2025 for Galaxy A series devices running the latest One UI 7 operating system.
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Analyticsindiamag
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Akamai Launches Firewall Solution to Secure AI Applications
- Akamai has introduced a new cybersecurity solution, Firewall for AI, to combat security vulnerabilities in AI applications.
- The Firewall for AI offers multilayered defense and real-time threat detection for AI-powered applications, LLMs, and AI-driven APIs.
- Traditional security solutions like web application firewalls are insufficient to handle the specific risks posed by AI, such as adversarial attacks and data scraping.
- Akamai's Firewall for AI aims to provide comprehensive protection for both inbound and outbound AI queries, ensuring compliance, data protection, and risk mitigation for enterprises adopting AI technologies.
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Medium
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Bazaar : Conception of system existential : exploration of law existential : spiritual science.
- The article explores the concept of creating an existential system based on existential logic, emphasizing the importance of fundamental principles such as movement and oxygen.
- It delves into the relationship between actions, oxygen consumption, and movement, highlighting the interconnectedness of physical and mental activities.
- The narrative touches upon the significance of breath control, energy regulation, and physical exertion in understanding the essence of existence and mental fortitude.
- The article discusses the abstract nature of language, the illusionary aspects of reality, and the value of abstraction in cognitive processes.
- It reflects on the paradox of seeking gain without work, attributing value to effort and acknowledging the importance of personal judgment and reflection.
- The piece explores the idea of self-discovery, the role of effort in gaining knowledge, and the intrinsic connection between physical and mental states.
- It concludes with a contemplation on the necessity of effort in learning, the transformative power of knowledge, and the interconnectedness of bodily functions and mental processes.
- The article discusses the role of the mind in defining one's existence, the impact of effort and reflection on personal growth, and the importance of self-awareness in spiritual development.
- It explores the abstract nature of existence, the existential logic of learning and creation, and the intricate balance between physical needs, mental stimuli, and spiritual introspection.
- The text culminates in a reflection on the transformative power of knowledge, the continuous cycle of effort and reward, and the inherent logic embedded in every aspect of existence.
- Through a blend of philosophical musings, personal reflections, and existential inquiries, the article navigates the complexities of human experience, consciousness, and self-realization.
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Analyticsindiamag
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Zoho Wants to Be Your Go-To Platform for Meaningful Vibe Coding
- Indian software giant Zoho launches AI-enhancements called CoCreator on Zoho Creator for application building, catering to developers and non-technical users.
- CoCreator enables building applications using prompts, diagrams, or documents, powered by Zoho's AI engine, Zia, to simplify and accelerate development.
- Zoho aims to empower users with AI capabilities to simplify processes and enhance application development for varied professionals.
- The focus on context and AI's role in enhancing speed and quality differentiate Zoho's approach in empowering developers and non-technical users.
- Zoho internally tested AI capabilities for six months, focusing on providing confidence in AI code generation and ensuring a secure experience.
- CoCreator simplifies app-building like a chatbot interaction, transforming documents into apps, integrating data, and improving code readability.
- Zoho CoCreator optimizes code, visualizes app structure, and allows deeper integrations with Zoho's ecosystem and other services like Salesforce.
- The platform offers free access to AI code generation to existing Zoho customers, aiming to drive adoption and gather real-world feedback.
- Zoho plans to implement a pricing model in the future based on user value perception and usage scaling, currently focusing on adoption and feedback.
- Future goals include the ability to build apps from voice recordings, emphasizing Zoho's continuous innovation and development in AI-powered solutions.
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Analyticsindiamag
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Smart Money: How AI is Disrupting India’s BFSI Game
- AI is revolutionizing India’s BFSI sector, offering solutions to enhance operational efficiency and customer service.
- State Bank of India (SBI) is leveraging over 150 AI models in areas like fraud detection, risk management, and employee productivity.
- Many Indian banks, including SBI, ICICI Bank, HDFC Bank, and more, have implemented conversational AI solutions for better customer interactions.
- The Reserve Bank of India (RBI) is also embracing AI, using it for grievance resolution, detecting mule accounts, and establishing ethical AI frameworks.
- In the insurance sector, AI platforms like Enigma by Bajaj Finserv Health are improving fraud detection, claim adjudication, and resource utilization.
- AI tools like Enigma have automated processes, reducing claim handling time, identifying fraudulent claims, and adjudicating claims without manual intervention.
- AI-driven solutions are also benefiting trading operations, tax and accounting, with startups like uTrade Solutions and Fhero Accounting Solutions offering innovative AI-powered services.
- While AI offers substantial benefits, regulatory bodies like RBI stress the importance of maintaining human elements like integrity, empathy, and judgment in financial operations.
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Medium
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AI is Evolving — Here’s What You Need to Know (Without the Jargon)
- AI tools like LangChain, Zapier, and GPT-4 helped a tea startup automate processes, saving a critical shipment and a romantic proposal.
- Various industries utilize AI, such as hospitals for diagnostics, video editors for content creation, retailers for customer experience, and banks for financial services.
- Modern AI, especially LLMs like ChatGPT, adapts and predicts based on vast data, helping in tasks like resume writing and interview preparation.
- AI agents like AutoGPT and CrewAI perform multiple tasks seamlessly, indicating a significant shift in how AI operates in today's world.
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Medium
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How to Extract Key Information from Text Using Named Entity Recognition (NER) with spaCy
- Named Entity Recognition (NER) is a natural language processing technique that automatically identifies and classifies important pieces of information in text.
- NER is useful for pulling structured data out of unstructured text, and spaCy is a popular Python library for NLP that can handle this task efficiently.
- spaCy comes with pre-trained models that can recognize entities like people, places, organizations, etc., making it easy to extract key information from text.
- spaCy uses machine learning to identify entities based on patterns in words, shapes, and positions in sentences, providing a quick and accurate way to extract entities.
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Analyticsindiamag
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Brave’s Latest AI Tool Could End Cookie Consent Notices Forever
- Brave, a privacy-centric browser, has gained popularity with privacy enthusiasts and recorded 84.8 million monthly active users as of March 2025.
- The company recently open sourced Cookiecrumbler, an AI tool that detects cookie consent notices on websites, recommends fixes, and aims to improve user privacy.
- Cookie consent notices are blocked by default in Brave to enhance privacy and reduce annoyances, although this practice may sometimes lead to website functionality issues.
- Cookiecrumbler uses large language models (LLMs) to automate the detection of cookie notices, enabling a more efficient process and potential future improvements in user privacy across different locations and languages.
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Analyticsindiamag
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Google’s NotebookLM Audio Feature Now Supports Over 50 Languages
- Google's NotebookLM has expanded its Audio Overviews feature to support over 50 languages, including Afrikaans, Hindi, and Turkish.
- Users can now generate Audio Overviews in their preferred language through NotebookLM's Gemini model, aiding in creating multilingual content for enhanced accessibility and learning experiences.
- NotebookLM's global reach has expanded to over 200 countries, with creator Raiza Martin and colleagues leaving Google to start a new startup after its success. The product, initially an experiment, transitioned into fully developed software within the Google community.
- This update in NotebookLM was compared to Google's ChatGPT moment, signifying its significant impact in the industry and the unexpected success of the tool.
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Analyticsindiamag
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India Needs Tailored Curriculum to Raise Deep-Tech Talent Pool
- Industry leaders and experts in India are calling for curriculum reform and skilling efforts to nurture top semiconductor talent as the country aims to become a global semiconductor powerhouse.
- There is a significant talent gap, especially in senior-grade expertise, which could hinder the sector's progress despite India's raw potential in human capital and technology.
- A holistic approach involving academia, industry, and policymakers is needed to create curricula focusing on hands-on skills, industry-specific knowledge, and long-term growth.
- India's semiconductor ambitions are vast, with initiatives like building the first commercial 12-inch fab and packaging indigenous chips, but there is a critical need for a skilled workforce.
- Government representatives emphasize the importance of industry-academia collaboration and aligning skilling efforts with rapid technological changes in chip design and fabrication.
- The journey from R&D-grade semiconductor research to commercial-grade manufacturing poses a challenge that requires building a talent pipeline and immigration policy reforms.
- The quantum industry also stresses the need for a tailored curriculum, especially in emerging technologies like quantum computing, to address the gap between theoretical knowledge and practical skills.
- Initiatives like hackathons and industry collaborations are essential in creating an applied learning environment to equip students for success in the semiconductor and quantum sectors.
- A reimagined curriculum, co-created by academia, industry, and policymakers, is crucial to meeting the growing demand for skilled talent in the semiconductor and quantum industries.
- The focus on practical, industry-relevant experiences and hands-on skills can bridge the gap between theoretical education and real-world application, ensuring students are prepared for the evolving tech landscape.
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Educba
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Aithor Academic Writing Tool
- Aithor is a leading academic writing tool that uses advanced AI technology to streamline the writing and citation process for students, researchers, and professionals.
- Key features of Aithor include an AI essay generator, MLA citation generator, plagiarism checker, grammar & style checker, and cloud-based editor for writing and editing from any device.
- Aithor has real-world applications beyond student use, such as assisting teachers in creating lesson plans, aiding researchers in generating scholarly articles, and helping bloggers and content creators with idea generation.
- Aithor stands out for its adaptability, user-friendly experience, privacy protection, and efficiency compared to traditional writing methods, making it a valuable tool for enhancing academic writing processes.
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