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22 stories

Stories

  • OpenAI Decisions API Tutorial for Building Decision Agents

    Imagine building an AI agent that has to decide whether a customer complaint needs human intervention, which department should handle a query, or whether a submitted delivery photo is valid. Getting these decisions right matters.

    Analytics Vidhya8 min read

  • Personal branding: What it is and how to build yours

    You’ve heard it from mentors, recruiters and that coworker who posts on LinkedIn every morning: You need a personal brand. Truth is, you already Read more... The post Personal branding: What it is and how to build yours appeared first on Sprout Social.

    Repustate Blog13 min read

  • How to Design Human-in-the-Loop Checkpoints for Autonomous AI Agents

    Autonomous AI agents can read requests, retrieve data, reason through options, and trigger actions in seconds. That speed is useful, but it also creates risk when the next step affects money, customer records, or external systems.

    Analytics Vidhya23 min read

  • EmbeddingGemma 2: Text, Code, Images, Video and Audio in One Vector Space

    EmbeddingGemma 2 launched on October 6, 2026 under Apache 2.0. It is a sub-1B model built on Gemma 4 that maps text, code, images, video and audio into one 768-dimensional space. This article covers the architecture, the benchmarks, and runnable scripts to provide measured results.

    Analytics Vidhya15 min read

  • 10 Jev Projects on GitHub You Should Check Out

    Agents make dozens of small decisions before producing useful output: which source to trust, which tool to call, what context to keep and when to stop. Jev brings those hidden choices into the open by turning them into typed decisions with probabilities, instead of relying on free-form text alone.

    Analytics Vidhya8 min read

  • Claude Sonnet 5.5 Review: Faster Agentic Coding & Visual QA

    A practical guide to what changed, the benchmarks that matter, the cost controls developers should not miss, and one hands-on demo worth building. Anthropic has just released Claude Sonnet 5.5. It is the middle child of the Claude family, and the one most people will actually use.

    Analytics Vidhya9 min read

  • 7 Open-Source Memory GitHub Projects on AI Memory

    AI agents can handle large context windows, yet still forget what happened after a session ends. Memory systems close that gap by preserving useful facts, preferences, relationships, and task state, giving agents continuity beyond a single prompt.

    Analytics Vidhya6 min read

  • Sarvam Vision 2.1: The OCR Model Built for the Documents India Actually Has

    For the first time, an OCR model reads Indian languages as fluently as English documents. Sarvam Vision 2.1 breaks a long-standing trade-off. Indian businesses had to choose between structural document parsing and script recognition. Never both. Finance teams automating invoices faced this.

    Analytics Vidhya8 min read

  • 10 Solved Generative AI Projects to Boost your Profile

    Projects are the bridge between learning and becoming a professional. While theory builds fundamentals, recruiters value candidates who can solve real problems. A strong, diverse portfolio showcases practical skills, technical range, and problem-solving ability.

    Analytics Vidhya7 min read

  • Claude Opus 5.5 Tested: What’s New and How Good is it?

    What happens when an AI model gets better at reasoning, faster at responding, and cheaper to run at the same time? That is the promise behind Claude Opus 5.5, Anthropic’s latest flagship model and the first release in the Claude 5.5 family. Opus 5.5 brings several notable changes.

    Analytics Vidhya9 min read

  • Jev Explained: The AI Model That Never Generates a Word of Text

    If you follow trends in the AI world, chances are you have already come across Jev, a new AI model by TypeSafe AI. It is trending on X, and once you understand the reason behind it, you will want to try it out for yourself.

    Analytics Vidhya9 min read

  • OpenAI Model Misalignment Explained Through Six Real Incidents

    What would an AI agent do when a required file is missing or an API refuses access? The expected response is to explain the limitation… essentially, coming out with it. OpenAI’s latest disclosures shed light in another direction.

    Analytics Vidhya7 min read

  • Halloween hashtags to kickoff #spookyseason

    The air is getting crisp, pumpkin spice-flavored treats are returning to store shelves and scary movies are back in rotation. Autumn is a fan Read more... The post Halloween hashtags to kickoff #spookyseason appeared first on Sprout Social.

    Repustate Blog10 min read

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