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RTRaghavan T Mchangeofbasis.hashnode.devJun 17 · 5 min read

A Neural Network Didn't Learn Your Taste. It Calculated It.

Nobody at Instagram wrote a rule that says: "Show this person cooking videos." There is no spreadsheet somewhere that maps your interests. No engineer who decided you like travel content on Sunday mor

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Sssnmaheshcorelogic.hashnode.devMay 5 · 10 min read

RAG Explained: How AI Systems Learn to Find Before They Answer

Lets take an example of 2 hypothetical employees and how they answer to the same question below: Employee A (no RAG): You ask them a question. They answer immediately from memory. Sometimes they're ri

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SRShruti Rajeshblog.zysec.aiJan 20 · 3 min read

AI Hallucinations Cost Lawyers $2.4M in Sanctions

Introduction to AI Hallucinations What happens when the line between reality and fantasy blurs in the legal world? In 2025, we saw a stark reminder of the dangers of relying on unchecked AI in legal proceedings. The case of Mata v. Avianca led to a s...

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AEArinze Egbo (NrArinze)apexxsynapse.hashnode.devJan 19 · 5 min read

Demystifying RAG: How Enterprises are Curing AI Hallucinations

The Evolution of AI Risk: From Curiosity to Liability The early years of the AI boom were defined by a mix of wonder and wariness. While Large Language Models (LLMs) showcased an uncanny ability to mimic human prose, they also introduced a dangerous ...

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SVShivam Vishwakarmashivam-vishwakarma.hashnode.devJan 18 · 6 min read

Mitigating AI Hallucinations in Healthcare: A Data Scientist's 2025 Guide to Trustworthy Models

Imagine AI revolutionizing healthcare: assisting diagnoses, personalizing treatments, streamlining operations. This isn't fiction; it's the near future, driven by your expertise as a data scientist. However, a critical challenge looms: AI hallucinati...

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UMUjjawal Mauryaletsai.hashnode.devDec 31, 2025 · 8 min read

The End of AI Amnesia

Introduction: The "Goldfish" Problem in Super Smart AI Imagine you are watching a Bollywood movie like "Sholay". You spend hours following Jai and Veeru as they fight Gabbar, save the village, and become heroes. Then, you pause the movie and come bac...

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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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LLLinda Liuvibecoding-ltl.hashnode.devNov 19, 2025 · 3 min read

It Finally Works: Fighting Hallucinations and Learning to Debug

Last week ended with me stuck in an endless debugging loop. This week? I fell right back into it. More ChatGPT suggestions. More circles. At some point, I had to stop and ask myself: What am I actually doing wrong? And the truth was that I wasn’t eve...

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DRDEEPESH RANJAN KHATRIagents-and-beyond.hashnode.devOct 5, 2025 · 9 min read

Intuition vs Logic: What The Monty Hall Paradox Can Teach Us About How AI Thinks

How inference-time reasoning — Chain-of-Thought, ReAct, and Tree-of-Thoughts — is helping AI overcome its intuition and truly think. First thing First 🤔 Do LLMs Really Have “Intuition”? Strictly speaking — no, LLMs don’t have intuition or logic in t...

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JGjovin georgesoftreviewed.hashnode.devSep 21, 2025 · 3 min read

Why Do Chatbots Fall Into The Hallucination Trap: How Chatbots Learn to Guess Instead of Admit 'I Don’t Know'?

Chatbots sometimes provide answers that sound confident even when they are wrong. This phenomenon, known as the hallucination trap, occurs when models choose a guess over admitting uncertainty. In this post, we explain why this happens and what can b...

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#ai-hallucinations

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Trending tags this week

A Neural Network Didn't Learn Your Taste. It Calculated It.

RAG Explained: How AI Systems Learn to Find Before They Answer

AI Hallucinations Cost Lawyers $2.4M in Sanctions

Demystifying RAG: How Enterprises are Curing AI Hallucinations

Mitigating AI Hallucinations in Healthcare: A Data Scientist's 2025 Guide to Trustworthy Models

The End of AI Amnesia

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

It Finally Works: Fighting Hallucinations and Learning to Debug

Intuition vs Logic: What The Monty Hall Paradox Can Teach Us About How AI Thinks

Why Do Chatbots Fall Into The Hallucination Trap: How Chatbots Learn to Guess Instead of Admit 'I Don’t Know'?