Moving beyond the classical frameworks,like purely semimartingale based models,or no arbitrage theory with fixed probability spaces and a small number of assets,this minisymposium presents new directions to robust financial modeling: novel empirically sound approaches to model volatility,robust pricing to quantify model uncertainty and(no)arbitrage considerations in large financial markets.