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Data Science News
VentureBeat
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SimilarWeb’s new AI usage report reveals 5 surprising findings, including explosive growth in coding tools
- SimilarWeb's new AI usage report provides insights into the current landscape of generative AI usage online, tracking trends across various sectors.
- Developer-focused AI tools are experiencing a significant surge in adoption, with a 75% increase in traffic. Platforms like Lovable and Cursor have shown remarkable growth.
- Two of the fastest-growing AI platforms, Grok and DeepSeek, saw a rapid rise followed by a decline, emphasizing the importance of retention over virality.
- Writing and content tools in generative AI are experiencing user fatigue, with a decline in overall category traffic. Design-focused AI platforms have shown mixed performance.
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Medium
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How To Build End-To-End AI Voice Agentic App Using AI/ML API and OpenAI Realtime API
- A participant in a LocalDown hackathon built Wei, an AI agent for habit-building, and won 3rd place.
- Wei is an AI agent that makes habit-building effortless through natural dialogue and offers rewarding experiences.
- The tutorial covers building Wei from scratch using the official OpenAI Agents Python SDK and AI Agents SDK.
- Wei is powered by tools like shadcn/ui for Next.js, motion-primitives, and prompt-kit.
- Approximately 6 to 7 AI Agents handle different aspects of the app, transferring control to each other as needed.
- Agents like Greeter, General, Rewards, Points, Habits, and Info Agents manage various functionalities in Wei.
- Functions such as getting user data, managing habits, calculating points, and providing rewards are handled by specific agents.
- The API logic for Wei involves handling requests, managing database functions, and using cached user data for efficient processing.
- UI components like ChatInterface, ChatInput, and associated contexts are crucial for enabling interactions with the AI agent.
- The tutorial delves into building the app's UI/UX, running the app locally, and deploying it using Vercel.
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Analyticsindiamag
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237
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India Gets First 3nm Chip Design Centres in Noida and Bengaluru
- India's first chip design centres dedicated to developing 3 nanometer chips will be built in Noida and Bengaluru by Renesas Electronics, marking a significant development in India's semiconductor ecosystem.
- The 3nm chip design centre is a milestone for India in global semiconductor innovation, with previous designs at 7nm and 5nm, and Renesas Electronics establishing design centres in Noida, Bengaluru, and Hyderabad.
- Union Minister Ashwini Vaishnaw inaugurated a major semiconductor design centre in Uttar Pradesh as part of India's broader semiconductor strategy, emphasizing talent development and industry readiness through semiconductor learning kits and EDA software tools distribution to academic institutions.
- India's semiconductor industry has progressed from a nascent stage to an emerging global hub within a short span, with government support under the Aatmanirbhar Bharat programme and strategic partnerships with companies like Renesas Electronics towards sustainable growth.
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Siliconangle
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Anaconda releases data science platform optimized for open-source development
- Anaconda Inc. has launched a unified AI development platform optimized for open-source software usage.
- The Anaconda AI Platform offers security, governance features, and productivity aids specific to open-source development, improving operational efficiency by up to 80%.
- The platform simplifies open-source management, ensures security and integration, and provides compatibility for AI development across different platforms.
- Anaconda aims to address AI vulnerabilities and support next-generation AI use cases for Python with its new platform, which includes features like AI Assistant, unified command line interface, and package auditing capabilities.
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Analyticsindiamag
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Google Launches AI Futures Fund to Support Next Wave of AI Startups
- Google has launched AI Futures Fund to support startups leveraging its advanced AI tools, such as Gemini, Imagen, and Veo.
- Selected startups will gain early access to Google DeepMind's AI models and collaborate with Google experts across various fields.
- Participating startups like Toonsutra, Viggle, and Rooms are utilizing AI tools for tasks like translation, meme generation, and interactive 3D content creation.
- In addition to the fund, Google has introduced a three-month accelerator program in India to help startups scale using Google's products and expertise.
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Medium
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The Mirage of “Plug-and-Play” AI
- Many enterprises face challenges with AI integration due to the complex and outdated systems they operate.
- Efficient integration of AI requires a strong API infrastructure to enable seamless communication between various systems.
- Investing in generative AI can yield significant returns, but successful implementation depends on overcoming integration hurdles.
- Prioritizing API development and integration work is crucial for maximizing the potential of AI applications and improving customer experience.
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Analyticsindiamag
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OpenAI Wants to be a ‘24/7 World-Class Doctor’ in Your Pocket
- OpenAI has introduced HealthBench, a benchmark for AI systems in healthcare to enhance patient and clinician support in health discussions.
- The benchmark covers seven areas like emergency care and global health, aiming for continuous improvement in AI capabilities.
- With input from 262 physicians, HealthBench includes 5,000 health-related conversations for testing model responses in medical conversations.
- OpenAI's models have shown progress in healthcare tasks, with newer versions like o3 outperforming predecessors in tests.
- ChatGPT has been praised for assisting users in understanding health issues and providing diagnoses, even outperforming human doctors in some cases.
- Despite AI advancements in healthcare, experts like Dr. CN Manjunath emphasize the importance of physical examination for accurate diagnosis.
- OpenAI's interest in healthcare is evident from job openings for roles like health AI research engineer, aligning with its focus on AI applications in healthcare.
- Google has also made strides in healthcare AI with projects like TxGemma and Med-Gemini, aimed at supporting therapeutic development and clinical decision-making.
- Anthropic and Google's initiatives highlight the increasing application of AI in healthcare, promising advancements in disease treatment and scientific research.
- AI holds the potential to extend human life by enhancing access to care and supporting medical research, as per insights from industry experts.
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Analyticsindiamag
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Why Claude is Losing Users
- Users of Anthropic’s Claude have been expressing growing frustration on the ClaudeAI subreddit due to persistent issues with the service.
- Users reported feeling limited by the Pro plan, leading to cancellations as free tools like Google’s Gemini Studio outperformed Claude.
- Developers extensively using Claude confirm hitting rate limits, with reports of increased limitations impacting productivity and user experience.
- While some users are hopeful for Claude's recovery citing its analytical reasoning prowess, the platform continues to face criticism and a loss in users.
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Analyticsindiamag
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7
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US’ AI Chips To Be More Accessible to Saudi Arabia: Report
- The U.S. government is preparing to announce a deal with Saudi Arabia to provide more access to advanced semiconductors for the latter, including chips from companies like NVIDIA and AMD.
- Saudi Arabia's access to these chips is aimed at boosting its artificial intelligence ecosystem, with the launch of an AI venture supported by the $940 billion Public Investment Fund.
- There are concerns about potential access to these chips by China, leading to restrictions imposed by both the Trump administration and Biden's 'Framework for Artificial Intelligence Diffusion.'
- Plans to simplify export control rules for AI chips may be announced soon to promote American innovation and dominance in AI technology.
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Analyticsindiamag
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350
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Infosys Partners with LTA to Bring AI-led Tennis Data Analysis
- Infosys partners with LTA for a three-year technology agreement to support the HSBC Championships at Queen’s Club, London.
- Infosys becomes the official AI and Innovation Partner for the event, focusing on using AI for player performance analysis, enhancing fan experience, and improving tournament operations.
- Infosys will utilize its AI technology, Infosys Topaz, for real-time match insights, interactive fan features, sustainability initiatives, and community engagement through digital tools.
- Infosys aims to elevate player and fan experience at the Queen’s Club tournament by leveraging Infosys Topaz, their suite of AI-first technologies.
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Medium
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Why Outliers Are a Major Headache in Data Analysis
- Outliers, known as non-robust estimators, can significantly impact data analysis by skewing averages and leading to incorrect conclusions.
- Outliers inflate variance and confidence intervals, causing models to perceive data as more variable than it actually is, resulting in flawed forecasts and testing outcomes.
- Outliers can violate model assumptions such as normality and equal variance, leading to biased parameter estimates and misleading feature importance.
- Outliers hide true patterns in data, obscuring trends, seasonality, and periodicity, making it challenging to identify meaningful insights.
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UX Design
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23
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How Runna turned the London Marathon into a content loop
- Runna recently turned the London Marathon into a content loop, showcasing their strategies for creating shareable product moments.
- A unique recap of the 2025 London Marathon was shared by Runna, focusing on statistics such as year-on-year average finish times, gender splits, percentage of people achieving personal bests, and the most popular running shoes (Asics).
- This recap was found to be insightful and engaging by viewers, providing a fresh perspective on the event.
- Runna, acquired by Strava, demonstrated how to effectively leverage content to drive user engagement and create memorable experiences.
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Analyticsindiamag
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How Zeiss is turning its India GCC into Data Custodians
- As artificial intelligence (AI) advances, the role of data within organisations has become more strategic.
- Global Capability Centers (GCCs) are helping govern and transform data resources.
- ZEISS Group India is transitioning into a data-driven organization with a unified data landscape.
- India is recognized as a key talent pool for ZEISS to scale operations.
- Other players like Walmart Global Tech India and Citi's Global Services Center are also driving data consolidation.
- ZEISS India is building an enterprise data platform hosting 80% of global data in a cloud environment.
- ZEISS developed ZEISS GPT, a secure AI solution, ensuring data stays within the company's ecosystem.
- The company is piloting AI solutions like GPT+ and Microsoft Copilot for various use cases.
- ZEISS is investing in data culture development, training, and hiring skilled professionals.
- ZEISS is establishing a modern manufacturing facility in Devanahalli, Bengaluru, focusing on intelligent automation.
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Analyticsindiamag
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Indian-Made Drones are Watching the Line of Control from the Sky
- Private drone startups in India, such as ideaForge, Garuda Aerospace, and others, have become vital to the country's defence strategy.
- These companies are shifting focus from civilian applications to military use, responding to growing demand for advanced aerial capabilities.
- Various startups are developing cutting-edge drone technologies like swarming drones and AI-powered surveillance platforms for defence purposes.
- The surge in demand for drones from the defence sector, prompted by recent operations, has led to companies like Scandron scaling up production rapidly.
- Indian drone firms are investing heavily in R&D and obtaining certifications for defence use, striving for high indigenous capability in their products.
- The rapid militarization in India through drone deployment signals a shift in innovation, sovereignty, and supply chains in the defence industry.
- These developments are prompting a broader shift towards tactical drones with distributed capabilities in the Indian defence sector.
- Accountability concerns arise as drone technologies become more precise and potentially lethal, even though current models are not armed.
- Indian drone startups emphasize the need for sustained demand and a robust domestic supply chain to ensure long-term growth and transformation of the sector.
- With regulatory frameworks to establish and ethical considerations to navigate, India's drone startups are navigating uncharted territory in the defence industry.
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Analyticsindiamag
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34
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Phonepe Faces UPI Outages After Disaster Recovery Drill Overloads New Data Centre
- PhonePe faced a significant UPI outage on Monday around 7:30 PM due to network capacity shortfall at the newly deployed data centre during disaster recovery drills.
- All traffic was routed through the new data centre as part of heightened cybersecurity measures, leading to infrastructure failure under high transaction volume.
- Rahul Chari, the co-founder and CTO of PhonePe, cited the escalation of conflict as the reason behind the active disaster recovery drills that caused the outage.
- Vijay Shekhar Sharma, Founder of Paytm, confirmed smooth UPI operations on the Paytm platform amidst PhonePe's outage issues.
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