#ai-hallucinations articles

RTRaghavan T Mchangeofbasis.hashnode.devJul 1 · 4 min read

Prompt Engineering: Why Structure Is the Only Thing Between You and a Hallucination

If RLHF trains a model to prefer answers humans like, how does it still say something completely false — and say it with total confidence? RLHF never trained the model to be right. It trained the mode

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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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#ai-hallucinations

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Trending tags this week

Prompt Engineering: Why Structure Is the Only Thing Between You and a Hallucination

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

#ai-hallucinations

Search Hashnode

#ai-hallucinations

Explore Hashnode

Trending tags this week

Prompt Engineering: Why Structure Is the Only Thing Between You and a Hallucination

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