Tag Archives: AI compression

CMU research shows compression alone may unlock AI puzzle-solving abilities

This new research matters because it challenges the prevailing wisdom in AI development, which typically relies on massive pre-training datasets and computationally expensive models. While leading AI companies push toward ever-larger models trained on more extensive datasets, CompressARC suggests intelligence emerging from a fundamentally different principle. “CompressARC’s intelligence emerges not from pretraining, vast datasets, exhaustive… Read More »

AI language models can exceed PNG and FLAC in lossless compression, says study

reader comments 53 with Effective compression is about finding patterns to make data smaller without losing information. When an algorithm or model can accurately guess the next piece of data in a sequence, it shows it’s good at spotting these patterns. This links the idea of making good guesses—which is what large language models like… Read More »