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LOS ANGELES—The grave implications of his vanity dawning on him, local man Ed Paitz realized what an arrogant fool he’s been after skipping the moving walkway at Los Angeles International Airport, sources said Thursday. “My god, what have I done?” said a despairing Paitz, realizing that, alas, he must live with the sorrowful consequences of his own hubris and proceed down the carpeted corridor on his own two feet, watching in shame as other travelers with the humility to board the conveyor platform flowed past him with ease. “My pride—my accursed pride—has brought me to this! Like Icarus and Arachne before me, let my tale serve as a warning to all those who would surrender to the vile temptations of the ego.” At press time, redemption lay at hand, as the moving walkway was ending with a small gap before the next one began.

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If what you want to do is to apply machine learning toolkits to datasets, then you don’t need to study much. Study the field to which you want to apply machine learning, then maybe the good old text “Data Mining: Practical Machine Learning Tools and Techniques” … then when you want to apply some particular machine learning technique, look up a paper or two on that technique and read it…

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Audio engineering can make computerized customer support lines seem friendlier and more helpful.

Say you’re on the phone with a company and the automated virtual assistant needs a few seconds to “look up” your information. And then you hear it. The sound is unmistakable. It’s familiar. It’s the clickity-clack of a keyboard. You know it’s just a sound effect, but unlike hold music or a stream of company information, it’s not annoying. In fact, it’s kind of comforting.

Michael Norton and Ryan Buell of the Harvard Business School studied this idea —that customers appreciate knowing that work is being done on their behalf, even when the only “person” “working” is an algorithm. They call it the labor illusion.

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Everolimus heading for human clinical trials later this year to treat immune system decline.


The biotechnology company PureTech are moving towards human clinical trials with a new therapy that may slow down the aging process and combat age-related disease. The company has licensed two new drug candidates, derivatives of the drug Rapamycin, from pharmaceutical giant Novartis.

PureTech have recently announced a joint venture with Novartis called resTORbio and are moving to clinical trials of the new drugs later this year. The aim of the first test phase is to see if the new drug can rejuvenate the immune system of aged people a key reason why we lose the ability to resist diseases as we grow older.

Novartis already successfully completed two Phase IIa studies exploring the immune-enhancing potential of mTORC1 inhibitors in elderly patients. resTORbio plans to build on those findings and start a Phase IIb study with the two licensed candidates later this year. Excitingly the firm has also said that it plans to extend the program to other age-related disorders in the future.

Self-sabotage is a fascinating topic. Philosophically speaking, the impetus for every human action is the pursuit of some form of happiness. Why, then, do so many people purposely handicap themselves when striving for goals? What pushes someone to believe they don’t deserve and therefore shouldn’t have happiness?

Most research on this subject points to self-esteem. We like to think of ourselves as the heroes of our own story, a perspective influenced and informed by our reliance on narrative to create meaning in our lives. When we observe fault in ourselves, it can lead to a conscious or subconscious belief that we are unworthy heroes. Some people are better at dealing with these feelings than others. Those who aren’t tend to overlook the fact that no human is or can be perfect, and that heroes are as much the sum of their faults as they are the breadth of their positive qualities.

There’s also the fact that, in any hero’s journey, failure is part of growth. Indiana Jones doesn’t save the day until after he’s captured by the Nazis. Luke Skywalker doesn’t defeat the bad guys without first losing a hand. Princess Elsa screws up a whole bunch before she’s strong enough to let it go, as it were.

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Chinese delivery firm is moving to embrace automation. Orange robots at the company’s sorting stations are able to identify the destination of a package through a code-scan, virtually eliminating sorting mistakes.

The army of robots can sort up to 200,000 packages a day, and are self-charging, meaning they are operational 24/7. The company estimates its robotic sorting system is saving around 70-percent of the costs a human-based sorting line would require.

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