This article takes a closer look at sycophancy issues that were previously overlooked. It reviews the results of our analysis, candidly examines the missteps made along the way, and outlines the speci…
Retrieval-augmented generation alone cannot prove claims. A truthful AI harness treats retrieved passages as candidates, not evidence, and verifies each factual statement with inspectable sources, cla…
SWE-bench Verified, once a trusted benchmark for AI coding ability, is losing credibility due to two core problems: flawed test cases that let models pass without truly solving issues, and training da…
