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IIamvkriamvkr.hashnode.dev5d ago · 4 min read

Generative AI: How it differs from ML and related Domain

In this blog post, I've tried to write down the thought process and understanding of generative AI in simple terms and draw some differences in the domains of AI. It's best for getting started and bec

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DBdarian baileyengineering.fractional.aiApr 15 · 3 min read

Applied AI Digest: Volume 3

April 1 – April 15, 2026 Note: We have moved our Applied AI Digest to a new platform! Check it out at newsletter.fractional.ai and make sure to subscribe so it goes straight to your inbox! -- Launche

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SMSheila Meyer-Steynthe-ai-learning-journey.hashnode.devJan 22 · 3 min read

From Asking Questions to Engineering Prompts

Context After using ChatGPT to support real interview deliverables, I ran into an uncomfortable pattern. Sometimes the output was sharp, structured, and genuinely useful.Other times it was fluent, confident, and wrong. Nothing obvious had changed. Sa...

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UUplatzuplatz.hashnode.devJan 8 · 3 min read

🏷 AI in the Real World – From Prototype to Production: Deploying AI the Right Way

📜 Why Production Is Where AI Succeeds or Fails Most AI projects do not fail at modelling — they fail at production. Common outcomes include: Great demos that never shipModels that degrade silently over timeSystems that break under real-world loadAI ...

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UUplatzuplatz.hashnode.devJan 6 · 2 min read

🏷 AI in the Real World – AI in Retail & E-Commerce: Recommendations, Pricing & Demand Forecasting

📜 Why Retail Is a Natural Fit for AI Retail and e-commerce generate enormous volumes of data: Customer clicks and searchesPurchase historiesBrowsing behaviourSupply chain and inventory signals This makes retail one of the most attractive — and compe...

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UUplatzuplatz.hashnode.devJan 5 · 3 min read

🏷 AI in the Real World – AI in Finance: Fraud Detection, Risk & Trading

📜 Why Finance Is a High-Stakes AI Domain Finance was one of the earliest adopters of AI — long before today’s hype. AI systems in finance influence: Money flowsMarket stabilityCustomer trustRegulatory compliance Even small errors can result in massi...

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UUplatzuplatz.hashnode.devJan 3 · 3 min read

🏷 AI in the Real World – AI in Healthcare: From Diagnosis to Drug Discovery

📜 Why Healthcare Is a Defining Test for AI Healthcare is one of the most high-stakes environments for artificial intelligence. AI systems in healthcare directly influence: Clinical decisionsPatient outcomesPublic trustRegulatory compliance Unlike ma...

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UUplatzuplatz.hashnode.devJan 2 · 3 min read

🏷 AI in the Real World – Why AI Projects Fail (and How to Avoid It)

📜 Why AI Fails in the Real World AI has delivered remarkable breakthroughs — yet most AI projects fail before reaching meaningful production impact. Common outcomes include: Proofs of concept that never scaleModels that perform well in labs but fail...

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RBRuthvik Bandarihallucination-detection-for-llms.hashnode.devDec 25, 2025 · 10 min read

Building Hallucination Detection for LLMs: My Open Source Journey Contributing to Instructor

How I identified a critical gap in one of Python's most popular LLM libraries and built two features to solve it. Introduction When I started exploring ways to contribute to open source, I wanted to find a project where I could make a real impact - ...

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SKSamiksha Kolheteckbakers.hashnode.devAug 31, 2025 · 16 min read

AI Engineering: Fundamental Code Practices To Built a Production Ready AI Applications

Hello Techies👋! I’m Samiksha, Hope you all are doing amazing stuff. Welcome to another blog about building a package code which can easily be shipped from POC to production. This blog is a practical extension of the project “AI Consultant hybrid-rag...

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#applied-ai

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Trending tags this week

Generative AI: How it differs from ML and related Domain

Applied AI Digest: Volume 3

From Asking Questions to Engineering Prompts

🏷 AI in the Real World – From Prototype to Production: Deploying AI the Right Way

🏷 AI in the Real World – AI in Retail & E-Commerce: Recommendations, Pricing & Demand Forecasting

🏷 AI in the Real World – AI in Finance: Fraud Detection, Risk & Trading

🏷 AI in the Real World – AI in Healthcare: From Diagnosis to Drug Discovery

🏷 AI in the Real World – Why AI Projects Fail (and How to Avoid It)

Building Hallucination Detection for LLMs: My Open Source Journey Contributing to Instructor

AI Engineering: Fundamental Code Practices To Built a Production Ready AI Applications