he even scowled during his arraignment. his aide and co-defendant walt nauta appeared with him in court. nauta not entering a plea to the six counts he faces because he did not have a local attorney. let s go now to cnn anchor and chief correspondent kaitlan collins who s in miami. trump is calling this one of the saddest days in the history of the country. it is a sad day, though, i m not sure in the same way he means it. give us your take. reporter: yeah, jake, and i think what you re seeing with that comment that trump posted as he was on his way here to this courthouse for that arraignment and the many others that he has posted online also shows, you know, not just what we ve been talking about here today which is the legal strategy and what that s going to look like, but the political strategy that you were seeing the president use when it comes to this visit and how they are going to be fund-raising off of it and using it as, of course, he tries to make his way throug
sherwin? sure. hold on one sec, we are having an issue with your microphone, let me go to you elie, not your fault, michael. what do you think, elie, how likely is this? i pulled out the old federal sentencing guidelines and i arrived at the same number mr. sloman did. if you run the numbers here, it s not going to be a 400 year case. forget about the maximums, it comes out to 8 to 12 years depending on some of the wrinkles. now, the federal sentencing guide lines are not mandatory, so the judge has to consult with them, they re quite influential, and i think it s likely that a judge would go down from that number, but i don t see any universe where if this case results in a conviction of donald trump where a judge sentences him to something short of prison. it s possible, but i think even if a judge gives him a break, you re still looking at prison. really, you think he d go to prison? i do. and i think it s a huge difference between this and the manhattan case. in manhattan,
GOLF: Tom Sloman has never doubted he has the game to compete at the highest level despite a frustrating start to his pro career but concedes he didn’t foresee a potential Asian Tour detour on his p
GOLF: If you took Tom Sloman’s recent results purely at face value you might wonder how he’s powered his way to a two-stroke lead heading into the final round of the Beautiful Thailand Swing’s L
Causality is inherently linked to decision-making, as causes let us better predict the future and intervene to change it by showing which variables have the capacity to affect others. Recent advances in machine learning have made it possible to learn causal models from observational data. While these models have the potential to aid human decisions, it is not yet known whether the output of these algorithms improves decision-making. That is, causal inference methods have been evaluated on their accuracy at uncovering ground truth, but not the utility of such output for human consumption. Simply presenting more information to people may not have the intended effects, particularly when they must combine this information with their existing knowledge and beliefs. While psychological studies have shown that causal models can be used to choose interventions and predict outcomes, that work has not tested structures of the complexity found in machine learning, or how such information is inter