Tag: education

Robot educators

Ms. Watson wrote things like “Yep!” and “we’d love to,” speaking on behalf of her fellow TAs, in the online forum where students discussed coursework and submitted projects. “It seemed very much like a normal conversation with a human being”. Shreyas Vidyarthi ascribed human attributes to the TA—imagining her as a friendly Caucasian 20-something on her way to a Ph.D. Students were told of their guinea-pig status last month. “I was flabbergasted”. “Just when I wanted to nominate Jill Watson as an outstanding TA”.

They’re easy to identify though: No one in academia answers emails right away. To look realistic, build in a 3 week response delay.

Instant Learning and the Next Economy

all of that earlier innovation is child’s play compared to what is now possible. With limited AGI, it will be possible to exponentially accelerate the gathering, improvement, and sharing of human understanding. Here’s how this is done in its most basic form (currently called cloud robotics): An AGI learns a task or a concept through experience (this is becoming very easy to do with model free deep learning, Big Data and Big Sim as I pointed out yesterday). That understanding is packaged, uploaded, and stored in the cloud. Any other AGI can download that understanding as needed. This is clearly a formula for radically accelerating the growth of human experience. A radical upgrade to the existing process.

The TI-83 scam

education is even more busted than healthcare and this is a great example why.

TI calculators have been a constant, essential staple in the slow-moving public education sector. Students and teachers are so used to generations of students learning the familiar button combos and menu options that TI provides a computer program that perfectly resembles the button layout of the TI-83.

However, even if teachers wanted to be bold and bring in better technology, they would end up right back at square one because of that infamous force in American education: standardized testing.

The Education Myth

the global labor force’s average time in school went from 2.8 to 8.3 years from 1960-2010. How much richer should these countries have expected to become? In 1965, France had a labor force that averaged less than 5 years of schooling and a per capita income of $14K (at 2005 prices). In 2010, countries with a similar level of education had a per capita income of less than $1000. Moreover, much of this increase cannot possibly be attributed to education, as workers in 2010 had the advantage of technologies that were 50 years more advanced than those in 1960. Clearly, something other than education is needed to generate prosperity.

Can Racism Be Stopped in 3rd Grade?

Calling the bluff of a liberal community who fancies itself post-racial but is nothing of the sort.

At 7, children become very concerned with fairness and responsive to lessons about prejudice. This is why the 3rd-5th grades are good moments to teach about slavery and the Civil War, suffrage and the civil-rights movement. Kids at that age tend to be eager to wrestle with questions of inequality, and while they are just beginning to form a sense of racial identity (this happens around 7 for most children, though for some white kids it takes until middle school), it hasn’t yet acquired much tribal force. It’s the closest humans come to a racially uncomplicated self. The psychologist Stephen Quintana studies Mexican-American kids. At 6 to 9 years old, they describe their own racial realities in literal terms and without value judgments. When he asks what makes them Mexican-American, they talk about grandparents, language, food, skin color. When he asks them why they imagine a person might dislike Mexican-Americans, they are baffled. Some can’t think of a single answer. This is one reason cross-racial friendships can flourish in elementary school — childhood friendships that researchers cite as the single best defense against racist attitudes in adulthood. The paradise is short-lived, though. Early in elementary school, kids prefer to connect in twos and threes over shared interests — music, sports, Minecraft. Beginning in middle school, they define themselves through membership in groups, or cliques, learning and performing the fraught social codes that govern adult interactions around race. As early as 10, psychologists at Tufts have shown, white children are so uncomfortable discussing race that, when playing a game to identify people depicted in photos, they preferred to undermine their own performance by staying silent rather than speak racial terms aloud.

YouTube Tacit Knowledge

Today, Khan Academy has 15m registered students in 190 countries. The YouTube channel has racked up over 500m views. Khan’s vision for the future has been endorsed by everyone from Bill Gates to Barack Obama; he’s working with institutions like Stanford University and the Tate.

While Khan is perhaps YouTube’s biggest success in the field of learning, the platform is saturated with instructional videos. There are YouTube tutorials for changing a light bulb, assembling baby buggies, learning the guitar. Shawn Mendes, the 16-year-old Canadian singer hailed as the “next Justin Bieber” taught himself guitar entirely via YouTube.

It’s easy to see the appeal: instead of puzzling over an instruction manual written in 15 languages, you can just watch someone show you. “Our toilet got stuck the other day,” Khan tells me. “Normally, you would hire a plumber. But I watched a YouTube video, which said this was a case where you need an auger – I’d never heard of that – and I went to the hardware store and bought one and I was able to fix it.”

2019-09-20: The YouTube revolution in knowledge transfer

Through these videos, learners can now partially replicate the master-apprentice relationship, opening up skill domains and economic niches that were previously cordoned off by personal access. These new points of access range from the specialized trades, where electricians illustrate how to use multimeters and how to assess breaker boxes, to less specialized domestic activities, where a novice can learn basic knife-handling techniques from an expert. YouTube reports that searches in the “how-to” category has grown 70% year-on-year.

2022-02-01: For me, the way Sandy Munroe and crew break down vehicles to explain the engineering tradeoffs is a great tacit knowledge example. I could never have guessed that i’d enjoy engineering breakdowns of a Tesla, but these videos are now some of my favorites.