It’s smart until it starts to hallucinate

Many are using Large Language Models (LLMs) such as ChatGPT, Gemini, and Co-Pilot. However, it is crucial to ascertain whether these tools are providing us with accurate information. While many individuals are still grappling on how to more effectively use these tools, and the creators of these LLMs are striving to enhance their services, it is imperative that we exercise caution in verifying the facts presented by these LLM chatbot services, etc.

for the week July 20, 2025, 82nd edition

☝️ TWA

Check the AI service that you use

Next generation and Artificial inteligence

They don’t always give you the correct answer and they will apologize when they do something wrong or harmful. Would you call this hallucination?

🤷‍♀️ What now?: Always check and fact check the AI services that you use.

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about this edition and Inside Hexagon

One of our editors was just talking with a friend who uses AI. He wants to be on the record that our focus on AI this week is not because of that interaction.

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Glossary/Legend:

  • LLM stands for Large Language Model - a type of artificial intelligence (AI) that is trained on massive amounts of text data to understand, generate, and manipulate human language. LLMs can perform various tasks like answering questions, translating languages, summarizing text, and generating different kinds of creative content.

  • LLM hallucination - a large language model (LLM) generating text that is factually incorrect, nonsensical, or inconsistent with the input prompt, even though the output may appear plausible. Essentially, the model creates information that isn't grounded in reality or its training data.

  • Cyberattack - A malicious attempt to gain unauthorized access to a computer system, network, or device. The goal of a cyberattack is to disrupt or damage the target, or to steal data, intellectual property, or money.

  • Malware (short for malicious software) - refers to any intrusive software developed by cybercriminals (often called hackers) to steal data and damage or destroy computers and computer systems.

  • Ransomware - A type of malware that locks or encrypts a victim's files and demands a ransom payment to unlock and decrypt them. Ransomware can infect a variety of devices, including computers, smartphones, printers, and more.

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DISCLAIMER

Cybersecurity is an ever-changing field, and threats may evolve. While Hexagon Center strives to provide accurate and timely information, we cannot guarantee absolute security. Users are responsible for implementing their security measures and staying informed about the latest cybersecurity developments. Hexagon Center is not responsible for any cyber or scam attacks by our readers. HX Weekly tips are advice are not official positions of Hexagon Center nor is Hexagon Center responsible for its content.

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