Ok. I wouldn't necessarily call it poison, but would say it's qualitatively a new kind of food that was never eaten until the last ~150 years and is a likely contributor to chronic disease.

You called potato chips junk food but seem unwilling to say what about them makes them junk food, compared to, for example, a boiled potato.

I assume junk food means unhealthy and a likely contributor to chronic disease.