An SMS farm-advice line in Lilongwe tunes how it writes replies from farmers' thumbs-up ratings. PPO reuses each batch of ratings several times, but clips any change that moves the policy too far. Then remove the clip with many epochs, or open the clip range so wide it does nothing. This lesson needs JavaScript.