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Kotaku
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Baldur's Gate 3 And Nier Automata Directors React To AI Hype
- Baldur’s Gate 3 director, Sven Vincke, believes the AI race will not upend gaming but will be potentially helpful in fast-tracking early prototyping and as a tool for polishing motion capture footage or voice editing.
- Vincke mentioned that Larian Studios also explores the use of narrative AI tools to flag potential plot holes or inconsistencies as human writers create scripts, but doesn't anticipate a future where AI tools replace game developers or make finished products.
- Yoko Taro, the director behind the Nier games, holds a less optimistic view on generative AI advancements, believing that AI will make all game creators unemployed, potentially eliminating many roles held by humans.
- Taro suggested that AI tools could help players bypass game makers in certain types of games like text-heavy adventures by generating scenarios based on user preferences and improving recommendation capabilities.
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Analyticsindiamag
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Infosys Unveils AI Suite to Accelerate SAP S/4HANA Cloud Migration
- Infosys has launched an AI-driven suite, Infosys Topaz for SAP S/4HANA Cloud, to support enterprises in transitioning to SAP’s cloud-based ERP platform.
- The suite includes industry-specific pre-built solutions and implementation guides, aiming to accelerate SAP S/4HANA Cloud adoption and operational modernisation.
- Early adopters of the suite have reported gains, including improved short-term demand forecasting accuracy by 20% and reduced planning costs by 15%.
- Infosys' suite features over 40 AI-infused accelerators that help enterprises reduce effort and costs, with clients reporting up to 15% effort savings in data mapping, 20% cost reduction in governance, and 50% faster code remediation.
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Medium
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How to change yourself in 30 daysChanging yourself in 30 days is ambitious but absolutely possible…
- Write down what you want to change and identify obstacles and triggers holding you back in the first week.
- In the second week, focus on physical transformation through exercise, hydration, and nutrition.
- During the third week, prioritize mental and emotional growth with meditation, reading, and affirmations.
- In the final week, take action, create routines, and reflect on your progress while adhering to three key rules.
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Analyticsindiamag
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India Becomes the Epicentre of UKG’s 50% Global R&D Operations
- HR and workforce management leader UKG has expanded its operations in India with the launch of a new centre in Pune, focusing on innovation across global products and services.
- The India expansion follows UKG's growth in the country, with at least 3,000 employees across Noida, Mumbai, and Bengaluru offices.
- About half of UKG's global R&D operations are now in India, with core products being developed there.
- Hiring drives are planned for over 500 professionals in Pune, focusing on deep expertise in AI, data science, and business analytics.
- UKG aims to make technology intuitive with AI-driven agents for personalised employee experiences and productivity.
- The Bryte AI agents, such as Frontline Assist and Compliance Management, automate tasks in workforce operations.
- UKG's AI agents are built on vast data, processing trillions of payroll and shifts annually, showing prowess in workforce management.
- Continuous Compliance agent is a notable solution automating updates for payroll administrators, simplifying operational complexities.
- UKG is committed to hiring diverse talent and developing innovative solutions in the Indian market.
- The company emphasizes on hiring specialized talent for AI, data, and platform development roles to drive growth.
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Medium
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Attention Is All You Need — A Structured, Simplified Summary
- The paper “Attention Is All You Need” introduces the Transformer, a breakthrough architecture designed for sequence-to-sequence tasks.
- The Transformer completely removes recurrence and convolution, relying entirely on self-attention mechanisms to model word relationships.
- The architecture is built around an encoder-decoder structure, with attention-based layers replacing RNNs and convolutions.
- The Transformer's simple and efficient design has become the foundation for big AI models like GPT, BERT, and T5.
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Educba
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Virtual Reality in Education
- Virtual reality (VR) has become a transformative technology in various sectors including education, offering an immersive and interactive learning experience for students.
- VR in education allows students to engage with content in a three-dimensional environment, enabling hands-on learning experiences in subjects like chemistry, physics, and biology.
- By utilizing VR technology, students can safely conduct experiments, interact with virtual environments, and explore complex concepts with enhanced engagement and understanding.
- Benefits of VR in education include enhanced safety during experiments, cost-effective learning without the need for physical resources, and increased student engagement through interactive and immersive experiences.
- Virtual reality supports various learning styles by combining visual, auditory, and tactile elements, making education more accessible and engaging for students of different aptitudes.
- Overall, VR enables students to gain real-world knowledge without the associated risks, providing interactive learning experiences that go beyond what traditional classrooms can offer.
- The future of VR in education looks promising, with technology continuously improving to create richer and safer learning environments that enhance student interaction and understanding.
- By integrating VR into education, teachers can offer practical experiences, safety, and high levels of engagement, preparing students for success in a complex and evolving world.
- Virtual reality in education is not just a trend but a transformative tool that reshapes the future of learning, providing generations with immersive and hands-on educational experiences.
- In conclusion, VR in education revolutionizes traditional learning by offering immersive, interactive experiences that enhance safety, engagement, and understanding in various subjects.
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Analyticsindiamag
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Why GCCs in Karnataka Need Deep-Tech Startups More Than Ever
- Karnataka is focusing on nurturing talent, creating business-friendly policies, and attracting investments to boost its digital economy.
- Global Capability Centres (GCCs) in Bengaluru are advancing into deep-tech fields like AI, ML, blockchain, and cybersecurity.
- Carrier Digital Hub India is a prime example of a GCC driving deep-tech innovation using AI, ML, big data, and IoT.
- The collaboration between GCCs and startups in Karnataka is fostering innovation and tackling complex challenges effectively.
- GCCs provide deep-tech startups with access to R&D facilities and labs, supporting their growth and development.
- Karnataka has become a hub for AI-driven businesses and operations, attracting AI startup founders.
- The state is leveraging its manufacturing capabilities to support startups and GCCs in driving innovation.
- The Co-Innovate Program in Karnataka facilitates collaboration between GCCs and startups to accelerate innovation.
- Karnataka has a significant GCC presence with a focus on expanding centres and creating job opportunities by 2029.
- The state is investing in AI talent development, ecosystems like CATS, and initiatives beyond Bengaluru to strengthen digital innovation.
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Analyticsindiamag
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CtrlS Datacenters to Make ₹500 Crore Investment for Greenfield Facility in Bhopal
- CtrlS Datacenters announced a ₹500 crore investment for its greenfield data centre in Bhopal, aiming to boost the region's digital infrastructure.
- The data centre in Bhopal aligns with Madhya Pradesh's IT investment promotion policies and aims to create over 200 jobs during its phased development.
- CtrlS Datacenters focuses on high-performance cloud computing, AI, and data processing applications to enhance the digital landscape in the region.
- The AI-ready data centre will have advanced infrastructure, including energy-efficient cooling systems, and CtrlS has a strong presence nationally with data centres in multiple locations.
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Analyticsindiamag
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Ex-Google DeepMind Researcher is Building AGI for the Real, Physical World
- AI startup P-1 has raised $23 million to build an AI agent called 'Archie' for the real world.
- The startup, founded by a former Google DeepMind researcher and a former CTO of Airbus, aims to automate tasks in the physical domain.
- Archie's capabilities include multi-physics reasoning, key design generation, and engineering tool utilization.
- The goal is to enhance engineering teams' productivity, enable learning from real-world feedback, and assist in building things beyond current capabilities.
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Analyticsindiamag
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How Neo4j Uses Graph Technology With LLMs to Replace SaaS Applications
- Stephen Chin, the VP of developer relations at Neo4j, discussed enhancing Large Language Models (LLMs) with graph technology at the Great International Developer Summit.
- Chin highlighted the limitations of LLMs to reason and provide accurate answers without sufficient information.
- He proposed pairing LLMs with knowledge graphs to offer a more complete solution for reasoning and accessing data.
- Chin emphasized that knowledge graphs allow for more logical and structured data representation.
- Graph databases, such as Neo4j, can help enhance LLMs with better data understanding and hidden relationship discovery.
- By integrating GraphRAG, LLMs can provide more accurate responses and expand on the questions asked.
- Companies like Klarna have successfully replaced over 1000 SaaS applications with the GraphRAG system using Neo4j for improved data connectivity and insights.
- Neo4j offers integrations with various tools like LangChain, Llama Index, Haystack, Pinecone, and Weaviate to help organizations leverage graph technology with LLMs.
- Chin highlighted that building general-purpose models may not meet the specific needs of enterprises in various industry applications.
- Neo4j's partnerships with companies like Docker aim to provide servers for utilizing their graph technology in conjunction with LLMs.
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Analyticsindiamag
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TN Govt to Offer 100 Mbps Internet Plan for ₹200 by the End of 2025
- Tamil Nadu government plans to offer a high-speed internet plan with 100 Mbps connectivity at ₹200 per month to households by the end of 2025 as part of the Tamil Nadu FibreNet Corporation Limited's project.
- The project involves laying 57,500 km of optical fibre to connect 12,525 villages with 1 Gbps bandwidth, with 93% of the work already completed.
- The initiative aims to enhance digital access in rural areas and promote educational opportunities and equal access to knowledge.
- To ensure last-mile connectivity, a franchisee model will be introduced, and 4,700 panchayats have applied for the last-mile connection.
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Analyticsindiamag
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Starlink Kit at $0 Globally, India Still Under Pending Regulatory Approval
- Starlink is offering a free Starlink Kit for new customers who commit to a 12-month residential service plan.
- The offer is available in select European countries, but India is still pending regulatory approval.
- The plan aims to increase accessibility to high-speed internet in areas with limited traditional broadband services.
- Starlink has partnered with Jio Platforms and Airtel in India, but regulatory delays have caused the service to be on hold.
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Readinbrief
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10 NLP Best Practices to Ensure Clean and Analyzable Data
- Natural Language Processing (NLP) relies on understanding human language, emphasizing clean and analyzable data for reliable NLP systems.
- Clean data ensures models focus on relevant information, while analyzable data aids algorithms in extracting insights effectively.
- Data quality is crucial for NLP accuracy, bias reduction, efficiency, and generalization across different scenarios.
- Key NLP best practices include text normalization, noise removal, tokenization, stop word removal, and stemming.
- Further practices involve handling spelling errors, NER cleanup, managing imbalanced data, and language detection.
- Consistent data annotation is essential for training supervised models and ensuring high-quality labels for accurate predictions.
- Adhering to these practices optimizes data preprocessing, enhancing NLP model performance and real-world predictions.
- Clean, well-structured data is essential for the success of NLP projects, impacting efficiency and accuracy in various business applications.
- Early adoption of these best practices can streamline NLP project development and improve AI-driven solutions' effectiveness.
- Partnering with experienced AI software development companies can aid in NLP data cleaning and deployment for successful model setup.
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Medium
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SYNTHETIC DATA: The AI Revolution Built on Fake Realities
- Synthetic data, generated through algorithms, simulations, or AI models, mimics real-world data without being collected from real observations.
- It offers a cost-effective and privacy-friendly solution as it can be created quickly and at scale for various industries.
- Synthetic data helps overcome challenges like expensive data collection, privacy laws, slow gathering at scale, bias, and incomplete real-world data.
- In industries like banking, e-commerce, gaming, and healthcare, synthetic data is crucial for tasks such as fraud detection, recommendation systems, and creating realistic environments.
- Simulation models, Generative AI, and Rule-Based Systems are common methods used to generate synthetic data for different purposes.
- Challenges associated with synthetic data include ensuring realism, diversity, and representation of underrepresented groups.
- The future of synthetic data looks promising, with applications expected to grow in autonomous vehicles, drug discovery, fair AI practices, and empowering startups.
- Companies like Meta, OpenAI, and Nvidia are actively leveraging synthetic data to advance AI development across various sectors.
- Overall, synthetic data is transforming AI development and reshaping industries by providing a viable alternative to real-world data.
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Analyticsindiamag
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Windsurf Upgrades Its Free Plan With Brand New Logo
- Windsurf has upgraded its free plan, offering additional perks to users.
- The free tier now provides more premium credits, allowing nearly 100 premium prompts per month.
- Unlimited fast tab completions and access to unlimited preview are now available to free users.
- Windsurf has also introduced a new logo to better reflect its mission.
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