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UOG approves compulsory AI course for all degree programmes

GUJRAT: The University of Gujrat (UOG) has approved the introduction of a compulsory three-credit-hour course on Artificial Intelligence (AI) in all degree programmes to equip students with essential knowledge and skills in this rapidly advancing field. The university’s Academic Council also proposed establishing a high-level committee to formulate recommendations for implementing the 2pc…

We haven't written up this one. Daily Times has the full story — the link below goes straight to it.

Read the original at dailytimes.com.pk →

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I built a 50-year-old security model for LLM agents. It caught things I didn't expect.

Prompt injection is the problem nobody's actually solved. An agent reads an email or a web page, and hidden inside that data is an instruction that redirects it.

  • Kelvra developed a 50-year-old security model for LLM agents to prevent prompt injection attacks.
  • The model uses a policy file to designate sources, sinks, and permitted crossings between them.
  • Kelvra checks data flow before execution, identifying potential attacks without running the model.

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