Tag: unexpected

3 Hearty, Fall Desserts That Don’t Involve Making Pie Crust
TOP FOUR, WHAT'S GOOD

3 Hearty, Fall Desserts That Don’t Involve Making Pie Crust

Fall baking is about more than just pumpkin and apple pies. When we’re planning the dessert course for weekend dinner parties (or hey, just Thursday night’s treat), we glean inspiration from fall colors and cooling temperatures just as often as fall ingredients. Caramel, warm spice and golden brown toppings all make an appearance in our favorite new fall desserts. Cast Iron Apple Cobbler Fewer dishes are more comforting in fall than a warm apple cobbler. In our cast iron skillet version, we use tart Granny Smith apples to offset the sweetness of the sweet, caramel-y filling. Granny Smiths also maintain some of their texture throughout the baking process, so you won’t end up with applesauce cobbler. We like to saute our apples to cook out some of their moisture, then we build the filling ...
To Teach AI How To Handle New Situations, Change The Rules Of The Game And Embrace The Unexpected
AI, TECHNOLOGY

To Teach AI How To Handle New Situations, Change The Rules Of The Game And Embrace The Unexpected

My colleagues and I changed a digital version of Monopoly so that instead of getting US$200 each time a player passes Go, the player is charged a wealth tax. We didn’t do this to gain an advantage or trick anyone. The purpose is to throw a curveball at artificial intelligence agents that play the game. Our aim is to help the agents learn to handle unexpected events, something AIs to date have been decidedly bad at. Giving AIs this kind of adaptability is important for futuristic systems like surgical robots, but also algorithms in the here and now that decide who should get bail, who should get approved for a credit card and whose resume gets through to a hiring manager. Not dealing well with the unexpected in any of those situations can have disastrous consequences. AI agents need the a...