• Seattle Skeptics on AI
Seattle Skeptics on AI

Tag: temperature scaling

Token Probability Calibration in LLMs: Fixing Confidence Signals for Reliable AI
Token Probability Calibration in LLMs: Fixing Confidence Signals for Reliable AI

Tamara Weed, May, 27 2026

Explore how to fix overconfident AI. Learn about token probability calibration, Full-ECE metrics, and practical techniques like temperature scaling to ensure your LLM's confidence matches its accuracy.

Categories:

Science & Research

Tags:

token probability calibration LLM confidence signals Full-ECE metric temperature scaling uncertainty estimation

Recent post

  • Deterministic Prompts: How to Get Consistent Answers from Large Language Models
  • Deterministic Prompts: How to Get Consistent Answers from Large Language Models
  • Chain-of-Thought in Vibe Coding: Why Explanations Before Code Work Better
  • Chain-of-Thought in Vibe Coding: Why Explanations Before Code Work Better
  • Secure Prompting for Vibe Coding: How to Ask for Safer Implementations
  • Secure Prompting for Vibe Coding: How to Ask for Safer Implementations
  • Encoder-Decoder vs Decoder-Only Transformers: Which Architecture Powers Today’s Large Language Models?
  • Encoder-Decoder vs Decoder-Only Transformers: Which Architecture Powers Today’s Large Language Models?
  • Agentic Behavior in Large Language Models: Planning, Tools, and Autonomy
  • Agentic Behavior in Large Language Models: Planning, Tools, and Autonomy

Categories

  • Science & Research
  • Enterprise Technology

Archives

  • July 2026
  • June 2026
  • May 2026
  • April 2026
  • March 2026
  • February 2026
  • January 2026
  • December 2025
  • November 2025
  • October 2025
  • September 2025
  • August 2025

Tags

vibe coding prompt engineering large language models generative AI Large Language Models AI governance transformer architecture AI coding tools LLM security data privacy AI compliance AI development AI coding assistants responsible AI prompt injection LLM optimization AI coding LLM training transformer models AI code generation

© 2026. All rights reserved.