What Is AI Calibration? Teaching Models to Know When They Might Be Wrong

AI calibration measures whether a system's stated confidence corresponds to the frequency with which its predictions are actually correct. This guide explains the mechanism, trade-offs, evaluation,...

Unite.AI·2d ago

Parul University Secures Rs 3.065 Cr ICMR Grant for AI Wearable Patch for Early Stress & Depression Prediction

Careers360·Sep 17

The Easiest AI Question You’ll Get Is Written in SQL

by Sulthanul Arif — Candidates prepare for the AI question the way you’d study for an exam.

Towards AI·Sep 14

What is overfitting and why your AI that scores 99% accuracy is actually broken

by Arsal khan — Imagine you are a student preparing for an exam. Instead of actually learning the subject, you memorize every question and answer from…

Medium·Sep 8

If AI Writes the Code, What Will Software Engineers Do?

by Muhammad Qasim — Dario Amodei’s prediction made many junior developers question their future. Instead of asking whether AI will replace software engineers…

Medium·Aug 7

Can Nandan Nilekani's AI Task Force Transform India's Examination System? An Astrological Prediction

GaneshaSpeaks·Jul 27

Decision Trees from First Principles: Impurity, Information Gain and Recursive Splitting

by Ayushkumara Jssp — A decision tree is a flowchart of learned if/else questions. Following one to a prediction is trivial; the real question is which question…

Medium·3d ago

Classification 101: Logistic Regression & the Questions That Matter

by Oguma Eluanatein Odo — Not every AI prediction is a number. Sometimes the question is simpler: yes or no, true or false, 0 or 1.

Medium·Sep 16

AlphaGenome Atlas and the question after a prediction

by Firestorm AI — This article uses AI-assisted writing and conceptual AI illustrations. Firestorm AI has not independently tested the resource.

Medium·Sep 9

How UX Research shapes AI Evals

by Siddhi More — Automated evaluation predicts how humans will react. That prediction is a research question, and most teams never test it.

Bootcamp·Aug 17

The $300,000 Question: How a Straight Line Became the World’s Favourite Prediction Tool

by Ahmed Ibrahim, PhD — You are house-hunting. You walk into an open house, check your phone, and see the listing: 2,000 square feet, three bedrooms, decent…

Medium·Jul 27

GATE Qualifying Marks 2027: Expected Cutoff Predictions, Past Year's Passing Marks Trends

Shiksha.com·Sep 23

AGI/Singularity: 10,000 Predictions Analyzed

AIMultiple·Sep 14

How a Causal Looped Transformer Thinks With RAG: A PyTorch Experiment

by AISHWARYA P.S.V.S — Most Transformer tutorials explain self-attention, embeddings, and next-token prediction. I wanted to understand a different question:

Medium·Sep 8

Retinal AI Systemic Risk: What Your Eye Exam Can Reveal

Diabetes In Control·Aug 14

Regression or classification? The shape of the answer decides the method

by Evelyn — I got asked a prediction question last week that felt simple until I tried to specify it. Could we predict how our COPD clinic patients do…

Medium·Jul 28

OpenAI IPO Odds 2026: Prediction Markets Track the $1T Race

StartupHub.ai·Jul 25