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FDFundacja Dobre Państwoinfundacjadobrepasntwo.hashnode.dev·Feb 21 · 1 min read

The Epistemology of Hallucinations: The Limits of Truth in Linguistic Models

This article provides an in-depth analysis of the philosophical and technical foundations of hallucinations in large language models (LLMs). The author contrasts classical inference methods—deduction and induction—to demonstrate that AI systems opera...

RTRicardo Trevisanindeepencanvas.hashnode.dev·Nov 17, 2025 · 2 min read

The Illusory Confidence of AI

Imagine asking for someone's birthday. If the model answers “September 10,” it has a 1/365 chance of getting it right. If it answers “I don’t know,” the score is zero. In large-scale testing, the model that dares to answer seems better than the cauti...

VTVaibhav Tiwariinvaibhavtiwari.dev·Sep 3, 2023 · 8 min read

LLM Models: Understanding the Power of Large Language Models (Beginner friendly)

What is an LLM Model? LLM stands for "Large Language Model." It is a type of artificial intelligence model that is designed to understand and generate human-like text based on the input it receives. Text data can come from various sources, such as bo...