I believe the post definitely plays off the implication that the Qwen experiments are connected to the experiments that read the raw weights and have no Python harness, when this isn't the case. There are experiments where Astra reads weights directly for very simple models, and there are experiments where Astra performs ML research tasks by analysing the problem and writing Python code. The authors imply that the same technique underlies these but that isn't the case.