Memory now 65% of AI chip costs, reshaping hardware economics

As AI chips have evolved, memory components have become the dominant cost driver—nearly two-thirds of total component spending. This shift matters for indie makers building AI products: it means custom silicon and specialized architectures are becoming viable alternatives to buying expensive off-the-shelf GPUs, potentially opening new hardware startups.