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Analyticsindiamag
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‘Stop Using AI Everywhere’
- EY believes it’s not about using AI everywhere but applying it where it provides maximum value.
- However, EY believes it offers a unique advantage in the field of AI, particularly as organisations move towards agentic AI.
- Another critical area of focus is governance, which EY identifies as a key opportunity.
- Sheth further explained that the firm focuses on applying AI strategically.
- Clark added that for most organisations, using packaged solutions customised to their needs is more efficient than starting from scratch.
- In its FY2024 revenue report, EY’s competitor Deloitte mentioned, “For our long-term plan, we have aligned over $3 billion of investments in GenAI globally through FY2030 on top of our $1 billion multi-year investment in AI-enabled delivery platforms and capabilities.”
- PwC is also making considerable investments in AI.
- KPMG professionals, on the other hand, leverage AI tools to support the development, deployment, and management of AI systems throughout the project lifecycle.
- “AI should not really be looked at as a solution chasing a problem. You can’t predict all possible scenarios, so one has to be very careful [before adopting it],”
- Clarke emphasised that EY offers a unique advantage in the field of AI, particularly as organisations move towards agentic AI.
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Medium
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Deep Learning Frameworks for Image Recognition
- Deep learning frameworks are key for image recognition
- The author describes their fascination with witnessing machines interpret images
- Convolutional Neural Networks (CNNs) are the building blocks of image recognition
- Deep learning frameworks play a crucial role in enabling machines to 'see'
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Medium
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The Power of Stories: Connecting through Narrative
- Every culture has its stories yet they all have the same universal themes.
- The universality of storytelling creates a gap and brings different people together by creating empathy and understanding.
- Stories help us put on someone else's shoes to broaden our perspectives and deepen our compassion.
- Stories are more than just entertainment, they are vehicles of meaning and help us make sense of complex emotions, historical events, and abstract concepts.
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Analyticsindiamag
2w
138
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OpenAI is Building AGI, One Frame at a Time
- OpenAI launched video-generation model Sora as a step towards achieving AGI.
- Sora incorporates storyboard-based sequencing and dynamic video manipulation.
- OpenAI aims to advance AI capabilities and augment human creativity.
- Sora's release is a bold step towards developing AI that understands and interacts with the world.
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Analyticsindiamag
2w
325
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Teachers Scramble as Students Embrace Bots over Books
- Education services website Chegg, once a student’s best friend, is struggling to stay afloat, with its stock price plummeting a staggering 99% by November 2024.The company also laid off 441 employees in the summer and 300 more in November.
- Kent State University published a study surveying 71 students about their use of AI in academia. Forty-seven per cent of the group comprised upper-level undergraduates aged 21-23, 26% were sophomores, and the rest were older graduate students.
- 48% of the students reported a ‘significant improvement’ using AI tutoring systems, study scheduling apps and language learning apps using AI.
- AI-native education tools are already under progress, with Eureka Labs being one such company. They have begun working on a course that teaches students to develop an AI Storyteller, which is built on Python, C and CUDA.
- CEO of IUgroup, the European university group, Sven Schutt has said they have implemented an advanced AI tutor called Syntea, that delivers personalised education for a large group of students. Schutt mentioned that 20-30% of students have yet to use it.
- Earlier this year, a research injected 100% AI written submissions into five undergraduate modules for a BSc degree at a reputable UK university. It was found that 94% of the AI submissions were undetected.
- The use of AI-generated content in assignments and tests is a well-known problem, but a study adds to the concerns with grades awarded to AI submissions higher than real human students.
- While several universities have restricted the use of these AI tools, some have welcomed the integration of AI into study, essays, and other assignments.
- AI cannot replace pedagogues, but its implementation in schools can act as a brilliant technological push so that pedagogy can be better and more meaningful than ever.
- If AI can transform education in low-resourced schools, especially in developing countries like India, it is imperative to design these products while keeping accessibility and ease of use in mind.
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Educba
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Clinical Data Automation in Healthcare
- Clinical data automation in healthcare is transforming the way medical services are delivered.
- Key technologies driving clinical data automation include machine learning algorithms, electronic health records (EHRs), natural language processing (NLP), and cloud-based platforms.
- Automation reduces medical errors through features like automated alerts, accurate transcription, and connected devices for monitoring vital signs.
- Clinical data automation enhances patient engagement with real-time data insights, including secure patient portals, wearable devices, and timely notifications.
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Dev
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138
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Why Are Skip Lists Less Commonly Used Than BSTs?
- Skip lists are a data structure that can serve as an alternative to binary search trees (BSTs).
- Skip lists are designed to provide tree-like performance and are relatively easy to implement and understand.
- BSTs, especially balanced BSTs, are more commonly used than skip lists for several practical and technical reasons.
- BSTs were introduced in 1960 while skip lists were invented in 1989.
- Skip lists have an expected time complexity of O(log n) for search, insertion, and deletion. However, their worst-case time complexity can degrade to O(n).
- Balanced BSTs perform rebalancing after every insertion or deletion, ensuring a worst-case time complexity of O(log n).
- Skip lists require multiple pointers per node to create their hierarchical structure, resulting in higher memory consumption.
- Balanced BSTs have a deterministic structure, ensuring that the same operations on the same data always yield identical results.
- Balanced BSTs offer a wide range of advanced query operations based on order, such as finding the minimum and maximum values, ordered traversal, and range queries.
- Skip lists are worth considering as a viable alternative depending on the scenario.
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Medium
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Setting age limits on social media: Balancing children's online safety and digital freedom
- China has implemented stricter rules on age limits for social media, gaming, and online activities.
- Children under 18 in China are limited to three hours of social media and gaming per week.
- Australia is considering implementing age verification measures in their Online Safety Amendment Bill, but details are unclear.
- The responsibility for children's online safety should be shared by platforms, governments, and parents.
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Medium
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Search Engine Land Newsletters
- Focusing deeply on the audience’s needs will fundamentally change how you develop SEO strategies and improve both long-term and short-term brand performance.
- Google is integrating AI into the ranking system, making the algorithm evaluate like a human.
- Digital PR for SEO is an alternative to link building.
- Using Google Trends is a favorite method of identifying emerging audience needs.
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VentureBeat
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A new benchmark for AI investment: Swift Ventures unveils system to separate talk from action
- Swift Ventures has unveiled a new artificial intelligence company index that identifies public companies making genuine investments in AI technology.
- The index tracks approximately 90 companies and uses metrics such as investment in AI research, AI talent density, and revenue derived from AI operations to evaluate companies.
- The index shows a correlation between research investment and profitability, with companies contributing to AI research and open-source models showing higher profitability.
- The index reveals a talent gap in public markets, with only a small number of companies having a significant percentage of their workforce in AI-specific roles.
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Medium
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393
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Luigi Mangione: A Visionary in Modern Art
- Luigi Mangione's paintings are characterized by bright and warm colors, with variations of light creating a lively color scheme. His ability to capture even the simplest subjects as astonishing pieces of art is remarkable.
- Mangione has gained recognition in the art community for his expression of emotions and movement. He has been featured in various art forums and prestigious companies in Europe and America.
- A distinguishing feature of Mangione's art is his emphasis on sustainability. He uses recycled materials in most of his creations, prioritizing environmental conservation.
- In addition to being environmentally conscious, using recycled materials also enhances the appearance of his artwork.
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Hackernoon
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How to Go From Noob to Master: Leetcode Contests
- Leetcode contests are perfect for those who want a grip on their DSA concepts and want to experience competitive pressure.
- Don’t miss contests and make sure to attempt virtual contests if you missed any.
- Upsolve problems to learn from your mistakes and find optimized approaches.
- Cover important topics like arrays, linked lists, trees, graphs, dynamic programming, etc., for these contests.
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Dev
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156
Image Credit: Dev
🚀 Top GitHub Repositories Every Software Engineer Should Know in 2025
- GitHub repositories on GitHub are essential for gaining access to cutting-edge tools, well-curated resources, and practical guidance to navigate the ever-changing landscape of the software engineering world.
- An expertly curated collection of repositories is fundamental to staying ahead in the rapidly evolving technology industry.
- The top 10 GitHub repositories for software engineers in 2025 are Developer Roadmap, Awesome Machine Learning, System Design Primer, Frontend Masters Cheatsheets, Awesome Cloud Native, Refactoring Guru, Awesome WASM, Public APIs, The Rust Programming Language, and The Algorithms repository.
- These repositories include topics for beginners starting their software development journey to experienced engineers looking to master emerging technologies in 2025.
- Each repository listed in this article has been chosen for its relevance, depth, practicality, and up-to-date content.
- In 2025, the demand for cloud-native programming, system design, and performance optimization makes The System Design Primer, Frontend Masters Cheatsheets, and Awesome Cloud Native repositories all key resources for software engineers.
- Mastering Rust programming through The Rust Programming Language repository offers a significant advantage in the software engineering world as it grows in popularity, particularly in fields like system programming and web assembly (WASM).
- Developers looking to stay up to date with the latest trends in AI/ML and data-driven apps can benefit from resources like Awesome Machine Learning and Public APIs repositories.
- In 2025, discovering resources like roadmaps, cheatsheets, and curated lists is essential to building the skillset required to match the demands of the ever-changing tech industry.
- These 10 repositories can guide users on their journey, build side projects for practical experience, and enhance their skills for technical interviews.
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Medium
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121
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How to Evaluate Multilingual LLMs With Global-MMLU
- LLMs are typically evaluated against a large number of benchmarks, most of which are in English only.
- For multilingual models, it is rare to find evaluation metrics for every specific language in the training data.
- In this article, the author suggests using the Global-MMLU dataset for evaluating multilingual LLMs.
- The Global-MMLU dataset allows for evaluation using the MMLU benchmark in the language of choice.
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Medium
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212
Image Credit: Medium
Exploring the Problem Space: Thoughts on Data in User Research
- Quantitative research is not inherently objective, and qualitative research is not necessarily subjective.
- Qualitative research uncovers patterns and provides a structured understanding of human behavior.
- Qualitative insights reveal patterns, inform hypotheses, and guide decisions.
- Qualitative research is essential for exploring the problem space and defining product strategy.
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