ai

2 posts tagged “ai”

• LLMs: Past, Present, and What's Next - A Critical Overview

  Jan 14, 2026 · 15 min read  · AI LLLM GPT CoT

  

  I mentioned in a previous article that a model is composed of small numbers in a multi-dimensional matrix. To quote also a video: “Disassembled human knowledge spread across thousands of dimensions in a virtual void. Each path, similar in concept to a synapse, striking words in a given sequence resembling thoughts. Wi…

  
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• Exploiting Shadow Data from AI Models and Embeddings (Patrick Walsh) + notes

  Nov 21, 2025 · 13 min read  · ai llm vec2text rag exfiltrate prompt injections

  

  This one shows the recent talk at DEF CON 33 - Exploiting Shadow Data from AI Models and Embeddings - Patrick Walsh One of the main takeaway given was that as soon an AI touches sensitive information it can no longer be called fully in your control. Sensitive data can be copied from a protected system into prompts/res…

  
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