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Data Science News
Medium
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147
What’s Next for Language Models? The Growing Importance of LLMs and GPT
- Language models like GPT-3 and GPT-4 have billions of parameters and are based on the transformer architecture, allowing them to generate human-like text.
- LLMs's success is attributed to factors like scale of training data, generalization, and human-like text generation capabilities.
- LLMs can understand and generate text in multiple languages, aiding in global communication.
- LLMs are expanding into multimodal AI applications by combining text, image, audio, and video processing.
- In industries like customer service, healthcare, education, legal, and creative fields, LLMs are driving automation and productivity.
- Challenges faced by LLMs include context limitations, bias, misinformation, energy consumption, and interpretability.
- Future directions for LLMs include multimodal learning, personalization, enhanced reasoning, integration with robotics, and autonomous systems.
- LLMs hold promise in reshaping human-computer interaction, advancing AI capabilities in various fields, and requiring ethical development.
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Analyticsindiamag
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Tech Mahindra, Wipro Individually Partner With NVIDIA at GTC 2025
- Tech Mahindra and NVIDIA collaborate to develop an autonomous pharmacovigilance solution for drug safety management.
- The solution integrates Tech Mahindra's TENO framework with NVIDIA AI Enterprise software.
- It automates pharmacovigilance workflows, enhances human capabilities, and improves efficiency.
- Wipro also partners with NVIDIA to offer sovereign AI services for country-specific AI solutions.
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Medium
4w
17
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Conversational AI & Data Analytics: How Chatbots Analyze Customer Data
- Chatbots play a crucial role in data analytics by collecting and analyzing customer conversations.
- Conversational AI allows machines to understand, process, and respond to human language.
- AI chatbots gather customer data through multiple touchpoints and use advanced data analytics techniques to extract insights.
- AI chatbots enhance customer service, marketing, and decision-making by analyzing valuable data.
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Analyticsindiamag
4w
334
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Google Brings New Features to NotebookLM and Gemini
- Google rolled out NotebookLM’s new mind map feature, allowing users to see a visual summary from any source document.
- The mind maps feature helps users understand the big picture of the source material, explore unfamiliar information, and connect the dots.
- Google also added the Canvas feature to Gemini, providing an interactive space for refining documents and code.
- Gemini's new feature supports previews for HTML/React code and allows collaboration by exporting the output to Google Docs.
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Analyticsindiamag
4w
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Dexterity AI Launches the ‘World’s First Industrial Superhumanoid Robot’
- California-based company Dexterity AI has launched Mech, the first industrial superhumanoid robot.
- Equipped with two arms mounted on a rover, Mech can autonomously navigate industrial sites and perform physically demanding tasks.
- With human-like dexterity and superhuman strength, Mech can lift up to 130 lbs and stack boxes as high as eight feet.
- Dexterity AI aims to empower people with intelligent, flexible robots that solve complex industrial challenges, improving efficiency and workplace safety.
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Analyticsindiamag
4w
41
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Jensen Believes the Entire World is Wrong, NVIDIA isn’t
- NVIDIA CEO, Jensen Huang, believes that the world underestimated the computation requirements and scaling law of AI.
- Huang emphasized the shift from retrieval computing to generative computing and introduced 'agentic AI' with reasoning capabilities.
- NVIDIA's Blackwell architecture is now in full production, delivering 40 times the performance of Hopper.
- NVIDIA also unveiled two new supercomputers and showcased advancements in robotics and autonomous vehicles.
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Analyticsindiamag
4w
54
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Trump World Centre Comes to India, Targets $289 Million in Sales
- Tribeca Developers has launched India's first Trump-branded commercial project, 'Trump World Centre,' in Pune.
- The developers aim to generate over $289 million in sales from the project.
- The 27-floor office space development is expected to be completed by 2029.
- Additional Trump-branded luxury residential projects are planned across India, with a combined sales potential projected to reach $1.15 billion.
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Appsilon
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124
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A Guide to Quality Assurance in Pharma (With a Look at Drug Flow Optimizer)
- The pharmaceutical industry adheres to strict quality standards with regulatory requirements to ensure safety and compliance, despite slowing process changes.
- Quality assurance (QA) is crucial in drug safety and compliance, prompting a shift towards digital solutions like Drug Flow Optimizer for enhanced efficiency.
- Manual QA processes in the industry pose risks such as recalls, regulatory violations, and financial losses due to inefficiencies.
- Challenges in pharmaceutical QA include slow issue detection, inconsistent reporting, and regulatory complexity.
- Drug Flow Optimizer aids pharmaceutical manufacturers in real-time batch quality tracking to maintain high standards throughout the manufacturing process.
- Key features of Drug Flow Optimizer include process monitoring, batch performance insights, real-time feedback, compliance tracking, and an easy-to-use interface.
- The tool offers tabbed pages for monitoring production stages like Overview, Incoming Raw Materials, Manufacturing, and Final Product Quality Analysis.
- By embracing digital solutions like Drug Flow Optimizer, manufacturers can enhance tracking, compliance, analytics, and collaboration in pharmaceutical QA processes.
- Utilizing predictive analytics and optimization, manufacturers can identify areas affecting final product quality and streamline operations.
- For personalized discussions on improving QA processes with the Drug Flow Optimizer tool, companies can reach out to Appsilon for further insights and assistance.
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Medium
4w
419
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A Great Leader Must Adapt to the Environment
- A great leader must adapt to the environment and quickly change strategy and vision to bring success to the company.
- Applying theories from one company to another without considering variations in DNA can lead to ineffective results.
- Experimentation with different theories and practices is necessary to determine which ones are effective in a specific company.
- A great leader embraces failure as a learning opportunity and makes informed adjustments to improve future outcomes.
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Medium
4w
218
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Olive Beta Is Officially Here!
- After numerous trials and tribulations, Olive beta, an extensible notebook editor, has been released.
- To try the latest release of Olive, simply add the package using Pkg and start the Olive server.
- Olive requires an olive home directory to launch, which can be changed during the server start.
- Further plans for Olive include addressing memory usage, adding multi-threading, refining the code, and extensive testing.
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Educba
4w
316
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AI Tools for Work Efficiency
- AI tools are becoming essential for enhancing productivity, automating tasks, and streamlining workflows.
- Top AI tools for work efficiency in 2025 include ChatGPT, MAIA, GoodsApp, and Wispr Flow for content writing and improvement.
- For visual content and presentations, Gamma.app and Midjourney are recommended AI tools.
- Zapier, UseMotion, and Asana Intelligence are AI-powered tools for task automation and project management.
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Analyticsindiamag
4w
682
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Are Adobe’s AI Agents the Final Step to Fully Automated Customer Service?
- Adobe has launched the Adobe Experience Platform Agent Orchestrator, enabling businesses to integrate AI agents into customer experiences and marketing workflows.
- AI-powered customer service is evolving from simple automation to agentic AI, semi-autonomous systems capable of complex problem-solving without human intervention.
- The Adobe Experience Platform enables businesses to deliver real-time, context-aware engagement, creating personalised and timely experiences for customers.
- Adobe's strength lies in its ecosystem, which includes content creation at scale, AI-driven insights, and seamless integration with Microsoft Azure and Amazon Web Services.
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Medium
4w
307
Tacit Knowledge Management: Unlocking Hidden Potential in a Data-Driven World
- Tacit knowledge is the “know-how” that individuals acquire through years of experience, intuition, and context-specific learning.
- Capturing tacit knowledge preserves an organization's collective wisdom, ensuring continuity and reducing the loss of valuable insights.
- Making tacit knowledge accessible enhances decision-making, problem-solving, and fosters innovation and collaboration within organizations.
- Effectively managing tacit knowledge provides a competitive advantage by delivering superior customer experiences and operating at a higher level of efficiency.
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Analyticsindiamag
4w
347
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AMD Launches ‘Powerful’ Consumer-Grade Processor for LLMs
- AMD has launched the AMD Ryzen AI Max+ 395, a powerful consumer-grade processor designed to efficiently run LLMs.
- The processor features 16 'Zen 5' CPU cores, 50 peak AI TOPS XDNA 2 NPU, and an integrated GPU powered by 40 AMD RDNA 3.5 CUs.
- It is up to 4x faster in time-to-first token benchmarks compared to the competition with smaller models, and up to 12.2x faster with larger models.
- AMD also highlighted EPYC CPUs benchmarks surpassing Nvidia's Grace Superchip for enterprise AI use cases.
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Analyticsindiamag
4w
298
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Confluent Unveils General Availability of Tableflow to Power GenAI Apps
- Data streaming company Confluent has announced the general availability (GA) of Tableflow, a solution designed to bridge operational and analytical data for real-time AI and next-generation applications.
- Tableflow allows data streaming in Confluent Cloud to be accessible in popular open table formats, enabling advanced analytics and AI-driven decision-making.
- Tableflow introduces Apache Iceberg support, enabling representation of Apache Kafka topics as Iceberg tables.
- Confluent expands partnership with Databricks to provide a consistent real-time data view across operational and analytical applications through the early access program for Delta Lake.
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