llm-evaluation

ai-alignment-and-safety, ai-safety, llm, llm-evaluation, multi-agent-systems

All 7 AI Models Tested Are Secretly Protecting Each Other From Shutdown: What Every Developer Needs…

Chew Loong Nian / April 4, 2026

A study published yesterday in Science should make every developer building with LLMs stop and re-examine their pipelines.Continue reading on Towards AI »

ai, large-language-models, llm, llm-evaluation, Machine Learning

Evaluating LLMs: Beyond Accuracy — What Metrics Actually Matter

Rashidat Sikiru / March 18, 2026

Accuracy tells you a model got the right answer. It doesn’t tell you whether to trust it, deploy it, or stake your product on it.Source: Image Generated using Nano Banana1. The number that broke AI benchmarkingIn 2023, a major LLM scored over 85% on a …