The problem with this is that this is basically genetic engineering, you might successfully make a low-level economic growth impact now, but future generations

The problem with this is that this is basically genetic engineering, you might successfully make a low-level economic growth impact now, but future generations will be resistant to the poisons as those weak against them die off. You are securing your own demise long-term if you don't subject your population to the same.