Trader consensus on Israeli forces entering Beirut reflects low implied probabilities, driven by Israel's focus on targeted airstrikes in Beirut's southern suburbs—such as the October 1 assassination of Hezbollah leader Hassan Nasrallah—rather than ground incursions into the city itself. Ground operations remain confined to southern Lebanon up to the Litani River, aimed at degrading Hezbollah infrastructure per Israel's stated security buffer goals. Escalation risks, including urban warfare and international backlash from the U.S. and UN, temper expectations. Recent Hezbollah rocket fire and Israeli expansions signal ongoing tensions, but U.S.-mediated ceasefire talks and a potential November 22 UN resolution deadline could pivot dynamics before year-end.