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Data Science News
Medium
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412
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New draft feature introduced in WhatsApp, also know how to use
- WhatsApp has introduced a new draft feature.
- The feature helps users complete and send messages that they write but forget to send in a chat.
- When a message draft is saved, the chat will appear at the top of the app with a draft label.
- Users can simply open the chat and send the message without wasting time searching for it.
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Analyticsindiamag
2w
260
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SBM Offshore Fuels Oil & Gas with Digital Twins, Robotics
- SBM Offshore India is leveraging digital twins and robotics to fuel its digital transformation journey.
- Digital twins serve as a training ground for artificial intelligence, allowing the development and testing of AI algorithms using simulation and process simulation models.
- SBM Offshore has developed its own digital agents to process and act on data generated by their floating production, storage, and offloading systems (FPSOs), enabling tasks like abnormal behavior detection and monitoring of key factors.
- The company is also utilizing robotics to replace activities that pose risks to personnel offshore, such as inspecting and verifying the integrity of systems on vessels.
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Analyticsindiamag
2w
204
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AI Without Vibes is Just Code
- The race to AGI isn’t just about creating smarter models but also systems that think, adapt, and feel human, especially so in the age of intelligent design.
- Vibe checks, as OpenAI’s Greg Brockman calls them, are becoming official benchmarks, hinting that a more intuitive approach to AI evaluation is taking shape.
- Researchers at UC Berkeley have identified and quantified qualitative differences, or “vibes,” in the outputs of large language models (LLMs).
- The concept of VibeSystem is introduced, a framework for evaluating AI models based on consistency, ability to distinguish models, and alignment with user preferences.
- “Vibes” are subjective, making automation or standardisation challenging and resource-intensive, especially for large-scale or real-time applications.
- The future of AI evaluation will likely combine data-driven metrics with human intuition, focusing on user experience, and creating methods that assess how well AI models align with human expectations and emotions.
- Researchers like Dunlap agree that Model evaluations will expand beyond numerical scores like those on MMLU to include more subjective traits.
- The focus will shift from global, standardised evaluations to user-specific evaluations.
- Vibe-based benchmarks are most effective for open-ended tasks, such as asking a chatbot like GPT to write a story or leveraging LLMs for customer service.
- Reka AI researchers introduced Vibe-Eval, an open benchmark designed to challenge models with nuanced, hard prompts to evaluate traits such as humor, tone, and conversational depth.
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Analyticsindiamag
2w
108
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Google to Release Gemini 2 Flash Soon
- Google recently launched its new model, Gemini-exp-1206, which has claimed the top spot on the Chatbot Arena LLM Leaderboard.
- The model is available for free in Google AI Studio and the Gemini API. Google plans to release Gemini 2 soon.
- Gemini-exp-1206 excels at handling large and complex datasets and can interpret time from analog clock images accurately.
- There are speculations that Gemini 2.0 will be an omnimodal model capable of generating text, images, and audio.
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Analyticsindiamag
2w
1.2k
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EY launches Global AI Advisory Council
- EY has launched the EY.ai Global AI Advisory Council with a focus on AI advancements and societal impacts.
- The council will guide EY professionals in navigating and leading AI developments and adoption.
- Experts from business, government, and academia will provide counsel on diverse areas including customer experience and talent management.
- The council aims to address global challenges and ensure equitable access to AI while mitigating societal risks.
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Medium
2w
126
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What is AI
- Narrow AI (Weak AI): This type of AI focuses on specific tasks and includes voice assistants, recommendation systems, and image recognition software.
- General AI (Strong AI): Hypothetical AI that can handle any intellectual activity like humans, learning and applying knowledge across multiple tasks.
- Machine Learning (ML): Branch of AI where algorithms discover patterns from data and improve over time without direct programming, powering many AI tools.
- Deep Learning: Detailed branch of machine learning that uses extensive neural networks to analyze complex data like images or spoken words, driving progress in computer vision and natural language understanding.
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Analyticsindiamag
2w
347
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NVIDIA’s NVILA Beats GPT-4o Mini and Llama 3.2, Redefines Open Standards in Vision AI
- NVIDIA released NVILA, a family of open visual language models focusing on accuracy and efficiency.
- NVILA outperforms GPT-4o Mini in video benchmark and shows competitive performance against other open models.
- NVIDIA plans to release code and models for NVILA to enable reproducibility.
- NVILA uses the 'scale then compress' technique to balance accuracy and efficiency in visual language models.
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Medium
2w
61
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The Sun: The Heart of Our Solar System
- The Sun is mainly composed of hydrogen (75%) and helium (24%) along with trace amounts of other heavy elements.
- The core of the Sun is where nuclear fusion processes occur, reaching temperatures of about 15 million degrees Celsius.
- The radiative zone surrounds the core and is responsible for transferring energy outward by radiation.
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Medium
2w
421
The Telephone: Its Impact and Evolution
- The telephone marked the start of instant communication history, allowing people to converse in real-time.
- Early telephones were large and primarily used by businesses and the wealthy due to the high cost.
- Telephone networks expanded rapidly, and call operators played a critical role in connecting calls.
- In the mid-20th century, touch-tone dialing and advancements in electronics made phones smaller and more reliable.
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Analyticsindiamag
2w
182
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Anthropic May Soon Launch Claude 3.5 Haiku to Regular Users
- Anthropic's Haiku 3.5 may be publicly released soon, as spotted on Claude.ai application.
- Claude 3.5 Haiku is the smallest variant in Anthropic's family of AI models.
- Anthropic made Claude 3.5 Haiku available for API-only use on AWS Bedrock and Google's Vertex AI.
- Claude 3.5 Haiku demonstrates impressive reasoning and code generation abilities.
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Medium
2w
234
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What is Natural Language Processing? Understanding NLP and Its Impact
- Natural Language Processing (NLP) is a branch of AI that focuses on the interaction between computers and human languages.
- NLP enables machines to process and analyze natural language data, allowing for applications such as virtual assistants, sentiment analysis, and language translation.
- The NLP process involves stages like data preprocessing, feature extraction, language modeling, and result refinement.
- NLP has various applications, including virtual assistants, machine translation, sentiment analysis, information extraction, and search engines.
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Medium
2w
404
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100 Days of Code: Days 1–15: Beginner no longer
- Day 1: Started coding with 'Hello World!'
- Days 2-5: Python syntax is simple and forgiving
- Days 6-10: Dealing with bugs in coding
- Days 11-15: Creating games and learning Git
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Medium
2w
78
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Getting Started with LangChain for Large Language Models (LLMs)
- LangChain provides tools for prompt engineering, chains, robust memory capabilities, agents, and output parsers.
- Prompt engineering in LangChain helps standardize inputs and reduce errors.
- Chains allow developers to link multiple prompts and responses.
- LangChain includes robust memory capabilities for maintaining contextual continuity.
- Agents in LangChain use LLMs to decide which actions to take.
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Analyticsindiamag
2w
17
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Nothing Can Beat Good Ol’ VS Code
- Microsoft's Visual Studio Code (VS Code) remains the leading AI coding tool, outshining contenders like GitHub Copilot and Anysphere's Cursor.
- While some developers prefer alternatives like Cursor or VIM, VS Code's feature-rich environment and simplicity make it the ideal hybrid tool.
- Reports suggest that using AI coding tools can make developers lazy, but the massive footprint and standardization of VS Code make it hard to uninstall.
- While the future of IDEs may include AI integration, VS Code continues to be the go-to choice, with JetBrains as a potential alternative.
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Educba
2w
234
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AI Tools for Business
- AI tools for business are revolutionizing how organizations approach everything from day-to-day operations to long-term strategic planning.
- ClientPoint is an AI-powered B2B relationship platform designed to streamline and enhance sales by consolidating various client interactions into a single, intuitive interface.
- Cinode offers an intelligent platform that integrates skills mapping, resource optimization, and project management, empowering businesses to unlock the full potential of their teams while fostering seamless collaboration with clients and partners.
- CrawlQ is an AI-powered platform revolutionizing how businesses create content and conduct market research. Combining automation and advanced data analysis helps companies understand their audience deeply, craft personalized content, and stay ahead of market trends.
- ShopWorks is an AI-powered workforce management platform that optimizes staff scheduling, time tracking, and labor forecasting.
- SolvedBy.Ai offers dynamic AI-powered solutions that address complex operational and HR challenges, enhancing profitability and efficiency.
- By using AI, companies can simplify processes, improve collaboration, and make informed decisions that guide their future.
- In the modern business world, AI tools for business have become essential for companies striving to stay competitive.
- AI tools are helping businesses optimize their operations and enabling data-driven decision-making that drives efficiency and growth.
- As businesses continue to embrace these AI-powered solutions, they unlock new possibilities for success in an ever-evolving market.
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