VAHU: Visionary AI & Human Understanding

Tag: model uncertainty

24Feb

Abstention Policies for Generative AI: When the Model Should Say It Does Not Know

Posted by JAMIUL ISLAM — 6 Comments
Abstention Policies for Generative AI: When the Model Should Say It Does Not Know

Generative AI often hallucinates answers it can't verify. Abstention policies force models to stay silent when uncertain, reducing harm. Learn how AI learns to say 'I don't know' and why it matters for safety and trust.

Read More
Categories
  • Artificial Intelligence - (98)
  • Technology & Business - (12)
  • Tech Management - (6)
  • Technology - (2)
Tags
large language models vibe coding generative AI prompt engineering LLM security LLM efficiency LLM evaluation transformer architecture AI security multimodal AI AI compliance AI hallucinations AI coding assistants developer productivity LLM training responsible AI LLMs AI-assisted development AI coding generative AI ROI
Archive
  • April 2026
  • March 2026
  • February 2026
  • January 2026
  • December 2025
  • November 2025
  • October 2025
  • September 2025
  • August 2025
  • July 2025
  • June 2025
Last posts
  • Posted by JAMIUL ISLAM 12 Dec Toolformer-Style Self-Supervision: How LLMs Learn to Use Tools on Their Own
  • Posted by JAMIUL ISLAM 23 Jan KPIs and Dashboards for Monitoring Large Language Model Health
  • Posted by JAMIUL ISLAM 21 Sep Designing Trustworthy Generative AI UX: Transparency, Feedback, and Control
  • Posted by JAMIUL ISLAM 16 Nov How Vocabulary Size in Large Language Models Affects Accuracy and Performance
  • Posted by JAMIUL ISLAM 16 Mar Design-to-Code Pipelines: Turning Figma Mockups into Frontend with v0

Menu

  • About
  • Terms of Service
  • Privacy Policy
  • CCPA
  • Contact Us
© 2026. All rights reserved.