BIOENGINEER

AI deception detectors stumble when synthetic training meets real-world stress

A study of military training interviews found that machine learning models trained on synthetic deception data collapsed on ...
BIOENGINEER

Kernel-Tuned Machine Learning Pushes Network Intrusion Detection Toward 99% Accuracy on Benchmark Data

A new study reports that Random Forest and Gaussian and Sigmoid kernel Support Vector Machines, combined with systematic ...

Operations Research for Birdsong: An Introduction to Optimizing 'Measure, Select, and Cycle' in Acoustic Monitoring with Rust

Operations Research for BirdsongAn Introduction to Optimizing 'Measure, Select, and Cycle' in Acoustic Monitoring with ...
HackerNoon

How to Build Reliable LLM Classifiers With Confidence Thresholds

Swap the label names on a typed decision model's definitions and it flips up to 77% of its answers with zero format errors. Test your own LLM classifier.