Large LLM context windows hide real limitations, researcher finds

A developer's analysis shows that models claiming massive context support often degrade in quality or accuracy at the higher ranges, despite marketing claims. For indie makers building on LLMs, the practical useful window is likely smaller than advertised—worth testing your actual use cases rather than assuming the full context window is reliable.