The increased trading volume in Longboard Pharmaceuticals shares, driven by mentions on an M&A blog, suggests that investors are speculating on potential merger or acquisition activity. This kind of speculation typically leads to a positive short-term impact on the stock price as investors anticipate potential value creation from such corporate actions.