YOLOv3 tied RetinaNet on one mAP and trailed it by 4.8 points on another
COCO's headline detection score averages the overlap test across ten thresholds where PASCAL VOC used a single one, which is why the same two detectors, YOLOv3 and RetinaNet, tied under one and split by 4.8 points under the other.
A typo still breaks into pieces the model has already learned
Subword tokenizers split a misspelling into fragments that already carried meaning from training, and the same flexibility gives a deliberate attacker a way in.
The 2016 WaveNet paper never reports its own generation speed
Van den Oord and DeepMind's 2016 model scored 4.21 out of 5 in its own listening test, against a natural recording that scored 4.55 in the same test.
Carlsmith multiplied six probabilities into a 5% chance of catastrophe. He later raised it past 10%.
His 2021 report chains six premises about power-seeking AI into one multiplied probability, and reviewers split three ways over the arithmetic.
Five of Sports Illustrated's product reviewers were AI-generated people
AdVon Commerce, the vendor that supplied the reviews, gave each byline a stock AI headshot and an invented biography.