· ai
DeepSeek-R1: The AI That Learned to Think (and Had an 'Aha Moment')
Imagine an AI that stops mid‑sentence, realizes it made a mistake, and says: “Wait, wait. That’s an aha moment I can flag here.” This isn’t science fiction—it h...
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The assistant axis: situating and stabilizing the character of LLMs
Article URL: https://www.anthropic.com/research/assistant-axis Comments URL: https://news.ycombinator.com/item?id=46684708 Points: 4 Comments: 0...
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What Is an LLM? How ChatGPT, GPT & AI Language Models Really Work (Beginner Guide)
How Large Language Models LLMs work — a beginner‑friendly guide =================================================================== Learn how Large Language Mod...
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Solving Erdos 281 with ChatGPT 5.2 Pro: A New Era for AI in Mathematics
markdown !Cover image for Solving Erdos 281 with ChatGPT 5.2 Pro: A New Era for AI in Mathematicshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=c...
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Prompt Engineering Is a Symptom (And That’s Okay)
Or: what this book actually teaches if you read it like an engineer, not a magician. After my last post, a few people replied with variations of: > “Okay smart...
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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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I May Be Wrong
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How Google’s 'internal RL' could unlock long-horizon AI agents
Researchers at Google have developed a technique that makes it easier for AI models to learn complex reasoning tasks that usually cause LLMs to hallucinate or f...
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Escaping the Dumbzone, Part 1: Why Your AI Gets Stupider the More You Talk to It
markdown !diggidydalehttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fu...
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Building an AI Chatbot That Answers Questions Using Private Data (RAG Overview)
Most AI chatbots work well—until you ask them something specific. Large language models don’t have access to your private documents or internal knowledge. When...
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Anthropic is making a huge mistake
Article URL: https://geohot.github.io//blog/jekyll/update/2026/01/15/anthropic-huge-mistake.html Comments URL: https://news.ycombinator.com/item?id=46625445 Poi...
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Gemini is winning
If you want to win in AI - and I mean win in the biggest, most lucrative, most shape-the-world-in-your-image kind of way - you have to do a bunch of hard things...