· ai
A Geometric Method to Spot Hallucinations Without an LLM Judge
Imagine a flock of birds in flight. There’s no leader. No central command. Each bird aligns with its neighbors—matching direction, adjusting speed, maintaining...
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- · ai
From Words to Vectors: How Semantics Traveled from Linguistics to Large Language Models
Why meaning moved from definitions to structure — and what that changed for modern AI When engineers talk about semantic search, embeddings, or LLMs that “unde...
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Discovering Connections: How Claude Code Analyzed 100 Books
Introduction In a world inundated with information, understanding the connections between different pieces of content can be a daunting task. This is particula...
- · ai
How Etsy Uses LLMs to Improve Search Relevance
Ever searched for something specific, only to be met with results that are close, but not quite? On Etsy’s Search Relevance team, that frustration is exactly wh...
- · ai
👀 Attention Explained Like You're 5
What is Attention in AI? Attention works like a highlighter for a language model. When you study, you underline the parts of the text that are important for th...
- · ai
Topic Modeling Techniques for 2026: Seeded Modeling, LLM Integration, and Data Summaries
Seeded topic modeling, integration with LLMs, and training on summarized data are the fresh parts of the NLP toolkit. The post Topic Modeling Techniques for 202...
- · software
Text Mining in R and Python: From Origins to Real-World Impact
Introduction: Why Text Mining Matters Today Text surrounds us everywhere—social media posts, customer reviews, emails, call‑centre transcripts, research papers...
- · ai
Why 90% Accuracy in Text-to-SQL is 100% Useless
The eternal promise of self-service analytics The post Why 90% Accuracy in Text-to-SQL is 100% Useless appeared first on Towards Data Science....
- · ai
EcoVoice an AI powered Environmental Reporter for Underserved Communities
!Cover image for EcoVoice an AI powered Environmental Reporter for Underserved Communitieshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gr...
- · ai
Understanding How ChatGPT Produces Human-Like Responses
ChatGPT, developed by OpenAI, is a powerful language model that has significantly advanced the field of natural language processing. By using deep learning tech...
- · ai
🧠 LLMs Explained Like You're 5
The Librarian Analogy Imagine a librarian who has: - Read every book in the library - Memorized patterns of how language works - Can predict what word comes ne...
- · ai
KG-BERT: BERT for Knowledge Graph Completion
Overview KG‑BERT reads knowledge‑graph triples subject, relation, object as short sentences and assigns a simple score indicating how likely the fact is true....