The 'Astra can read and write weights to improve Qwen' post is massively misleading
Summary
A detailed critique of a post claiming Astra can read and write network weights to improve Qwen. The article clarifies that most impressive results rely on Python tooling and environment interactions, and that 'weight-only' experiments are limited to small models, not large-scale weight manipulation.