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Tay: A Cautionary Tale of AI

chatbot and postsTay was a chatbot originally released by Microsoft Corporation as a Twitter bot on March 23, 2016. It "has had a great influence on how Microsoft is approaching AI," according to Satya Nadella, the CEO of Microsoft.

Tay caused almost immediate controversy when the bot began to post inflammatory and offensive tweets through its Twitter account, causing Microsoft to shut down the service only 16 hours after its launch. According to Microsoft, this was caused by trolls who "attacked" the service as the bot made replies based on its interactions with people on Twitter - a dangerous proposition.

It was named "Tay" as an acronym for "thinking about you." It was said that it was similar to or based on Xiaoice, a similar Microsoft project in China that Ars Technica reported that it had "more than 40 million conversations apparently without major incident".

Interestingly, Tay was designed to mimic the language patterns of a 19-year-old American girl and presented as "The AI with zero chill."

It was quickly abused with Twitter users began tweeting politically incorrect phrases, teaching it inflammatory messages so that the bot began releasing racist and sexually-charged messages in response to other Twitter users.

One artificial intelligence researcher, Roman Yampolskiy, commented that Tay's misbehavior was understandable because it mimicked the deliberately offensive behavior of other Twitter users, and Microsoft had not given the bot an understanding of inappropriate behavior. He compared the issue to IBM's Watson, which began to use profanity after reading entries from the website Urban Dictionary.

It was popular in its short life. Within 16 hours of its release, Tay had tweeted more than 96,000 times, That is when Microsoft suspended the account for "adjustments." Microsoft confirmed that Tay had been taken offline, released an apology on its official blog, and said it would "look to bring Tay back only when we are confident we can better anticipate malicious intent that conflicts with our principles and values."

Then on March 30, 2016, Microsoft accidentally re-released the bot on Twitter while testing it. Given its freedom, Tay released some drug-related tweets, then it became stuck in a repetitive loop of tweeting "You are too fast, please take a rest", several times a second. The posts appeared in the feeds of 200,000+ Twitter followers.

Tay has become a cautionary tale on the responsibilities of creators for their AI.

In December 2016, Microsoft released Tay's successor, a chatbot named Zo which was an English version of Microsoft's other successful chatbots Xiaoice (China) and Rinna [ja] (Japan).

1970s Computer Clubs

Apple I

                 The Apple 1 as displayed at the Computer History Museum

On March 5, 1975, the Homebrew Computer Club first met in a garage near Menlo Park in Silicon Valley, California.

On that day, I was across the country in my last semester at Rutgers. I had taken one course in computer programming, using Fortran, which had been around in some earlier forms since the late 1950s. We used a box of punch cards to create a program. I had looked into the class as an auditor, for no credit and not on my transcript, because I had talked to the professor after an information session he gave, and he was curious to see what an English major would do in his class.

My afterschool and vacation job in high school was doing printing for a liquor distributor. They had a room with huge computers using tape drives and cards, and I would sometimes wander in there and talk to the operator. Of course, I understood nothing about what he was doing. He was in a unique place in that position because no one in the company understood what he was doing except him and his one assistant. And yet those computers, printed all the invoices which I would later have to box up and file in the warehouse. Though they were using the computer to print them all, no one could access that data from their desktop, so if someone wanted a copy of an invoice, they had to dig through a file cabinet.

That 1970 computer was certainly not for personal use, and no one had a personal computer because they did not exist. Most of my fellow students didn't imagine we would ever have a computer in our home. They were gigantic — a computer easily took up an entire room. And they were very, very expensive, costing about a million dollars each. Not even computer engineers or programmers who made a living working on computers had access to a personal computer.

So this California club served a real need for tech-minded people But many of these tech-minded people wanted to build personal computers for fun. And they decided to start a hobbyist club to trade circuit boards and information and share their enthusiasm. Among the early members were high school friends Steve Jobs and Steve Wozniak. Eventually, they would design and build what tey called the Apple I and II computers and brought them to the club to show them off. Lee Felsentein and Adam Osborne were also members and would create the first mass-produced portable computer, the Osborne 1.

Wozniak would write "The theme of the club was 'Give to help others.' Each session began with a 'mapping period,' when people would get up one-by-one and speak about some item of interest, or a rumor, and have a discussion. Somebody would say, 'I've got a new part,' or somebody else would say he had some new data or ask if anybody had a certain kind of teletype."

I started teaching in a junior high school, in the fall of 1975, and shortly thereafter, the school got a terminal that was connected to a mainframe at some university in New Jersey. It was first used by one of the math teachers for a kind of computer club. I did go to his classroom a few times just to see how it worked but I saw no connection to what I had learned about programming in college.

It would be a few years before the first personal computers appeared in the school   We had a lab that was used for the first actual computer class. It was a classroom full of standalone TRS 80s. TRS stands for Tandy RadioShack, though later they were nicknamed Trash 80s. I took a professional development class using those computers where we learned to program in BASIC. I created a vocabulary flashcard program that I was able to use with a few of my English classes during periods when the lab was not being used by the math teacher. The program was crude. The graphics were basically nonexistent, but the kids and I found it very interesting. 

I remember one teacher who was in the professional development class, saying we will all have to learn to program in the future. I was sure she was wrong. I had no doubt that computers would play a role in our teaching future, but I was also sure that other people would be writing the programs and we would only be users.

apple iie

The first computer I had in my classroom was an Apple IIe. Since I had some computer background and more so because I had some interest in learning more, I became the computer coordinator for the building. That meant my computer had two disc drives so that I could copy software that we had purchased and were allowed to copy.  MECC was a big source of classroom software back then.

The first computer I bought for home use was the same as what I had in my classroom which made sense because then I could use the software home too. This hardware was expensive. I paid more for the Apple dot matrix printer than I paid for my laptop last year.

We remained an aApple school, and an apple family for a few years until a new person moved into the position of district computer coordinator. He swapped out all the Apple computers for what we would call IBM clones, but we're the early Windows95-equipped computers. When I bought my next computer, it was one using Windows 95.

When I left teaching secondary school in 2000 and went to work at NJIT, all the computers used Windows except for the school of architecture, which was an Apple Mac building. They were their own little tech world. And so I lost contact with the Apple world in those days when even TV commercials and print ads would argue about whether you were a Windows or Mac kind of person. I remember one professor saying to me that he was surprised I was not using a Mac because I seemed like "a creative type."

Elgg

logo
Logo Elgg.orgsource

I wrote here about the open-source software called Elgg almost two decades ago. (Not to be confused with elgg.net which was a social networking site for educators back around 2006 and no longer exists.)  Elgg is open-source social networking software that provides individuals and organizations with the components needed to create an online social environment. It offers blogging, microblogging, file sharing, networking, groups, and a number of other features. It was also the first platform to bring ideas from commercial social networking platforms to educational software. It was founded in 2004 by Ben Werdmuller and Dave Tosh

I view those older posts and many of the ones on this site that dates back almost 20 years as historical documents of a sort. I'm tempted at times to update them, and I do sometimes fix a broken image of proofreading mistake, but they may have some value as the documentation of another time in edtech history.

How many of the alternatives to commercial course management systems from my 2006 list still exist? I looked up Elgg to see if it was still in use. The Wikipedia entry shows that an impressive list of sites are using Elgg. The list includes Oxfam, the Australian, Dutch, Canadian and British Governments, New Zealand Ministry of Education, State of Ohio, USA, The World Bank, UNESCO, and the United Nations Development Programme.

Here is one of those old posts - expect broken links.

Elgg is software for building a personal learning landscape.” OK, and what is that? The software is from the Unired Kingdom. I first saw it mentioned on the Moodle site and thought it was a kind of plug-in to Moodle. It uses blogs, e-portfolios, shared files, RSS feeds and other "social networking" tools. I thought it had been designed for educational use, but looking through the users, it has a good number of general users.

Their site has a demo community set up and their resources/links are set up using an embedded wiki. You can create a free user account and will get space for a blog, RSS feeds, aggregator to read other peoples content, space to store your own resources (files). As a guest, you can still view items made public in user profiles - here's mine

Since their new release is version 0.601, this is obviously new beta software. So does this replace a Moodle or Blackboard, or supplement it, or serve a different purpose?

I'm hoping that my collaborator here, Tim Kellers, will have more to add in a follow-up posting. He has installed Elgg and worked with it for a while.

http://webapps.saugus.k12.ca.us/community - California's Saugus Unified School District uses it and as you can see, it is a secure environment with user id and password access. However, take a look at their user introduction pdf document. It's a nice 9 page intro with screenshots. Another K12 district getting ahead of the colleges!

Elgg = software and elgg.net is a site that uses that software.

Ready for the test? Elgg is to Elgg.net as ____ is to Wikipedia. (Answer: Mediawiki)

Well, to deal with that confusion (or further confuse you), elgg.net will now be edufilter.org.

Here's an email that went out to users from the Elgg folks:

Changes are afoot at Elgg.net!
Actually, you've been accustomed to change throughout the existence of the site since we started it in 2004. New features pop up all the time, and we think you'll be pleased to hear that this isn't going to stop soon.
However, we're going to change the name. Next Wednesday, Elgg.net will become Edufilter.org.
This is because, for a lot of people, Elgg.net is Elgg. Granted, it's a confusing name. But Elgg is a free, open source, white label social networking framework that anyone can install on their own servers. Want it running at your institution? Point your elearning folks at http://elgg.org.
Elgg.net, meanwhile, is a social network for education - and therefore, we think Edufilter is probably a better name.
You've probably got concerns, so let's deal with the most important:
#1: We're not going to break any of your links. While the front page of Elgg.net will forward to the main Elgg software homepage, anyone visiting elgg.net/your-username will still get to your page. We have no plans to end this, so if your address is printed on materials, don't worry. Everything's fine.
#2: The site will not be discontinued. It continues to be our flagship installation.
Furthermore, making the site overtly educational means we can give you more directed content and features. Sponsorship opportunities are available; if you'd like to promote your product or service available to some of the world's leading lights in elearning, let us know.
Best regards,
The Curverider team

Tim Kellers installed Elgg software here at NJIT, so drop by and register if you want to try it out. I also suggest you go to the elgg.net site and create an account so you can become part of that educator community. I have made some interesting contacts outside the United States from there. Right now I am just having this blog's content mirrored to my elgg blog account by using an RSS feed (yeah, there are some formatting & image issues doing that).

A Few Other Posts

https://serendipity35.net/index.php?/archives/489-Putting-All-Your-Educational-Eggs-In-One-Basket.html

https://serendipity35.net/index.php?/archives/83-More-of-the-Competition-in-the-CMS-Market.html

https://serendipity35.net/index.php?/archives/265-A-directory-to-Web-2.0-Companies.html

 

Folksonomy Taxonomy Fauxonomy

I wrote about the topic of folksonomy back in 2006. The word joins folk + taxonomy and refers to the collaborative but informal way in which information is being categorized on the web.

As users, usually voluntarily, assign keywords or "tags" (from hashtags) to images, posts or data, a folksonomy emerges. These things are found on sites that share photographs, personal libraries, bookmarks, social media and blogs which often allow tags for each entry.

Taxonomy is a more familiar and very formal process. You are probably familiar with scientific classifications and might have studied the taxonomy of organisms. Remember learning about Domain, Kingdom, Phylum, Class, Order, Family, Genus, and Species? As an avid gardener, i encounter the taxonomy of plants regularly.

There are taxonomies that are not considered "scientific" because they include sociological factors. In academia, many of us know Bloom's Taxonomy - the classification of educational objectives and the theory of mastery learning.

Non-scientific classification systems are referred to as folk taxonomies, but the academic community does not always accept folksonomy into either area. In fact, some who support scientific taxonomies have dubbed folksonomies as fauxonomies.

Others see folksonomy as a part of the path to creating a semantic web. It's a web that contains computer-readable metadata that describes its content. This metadata (tags) allows for precision searching.

If you have ever tried to get a group of readers or graders to agree on how to evaluate writing using a rubric, you might understand how hard it would be to get the creators of web content tag content in a consistent and reliable way.

Some examples of standards for tagging include Dublin Core and the RSS file format used for blogs and podcasts. All of this really grew out of the use of XML. Extensible Markup Language (XML) is a general-purpose markup language (as is HTML) that was at least partially created to facilitate the sharing of data across different systems, particularly systems connected via the Internet.

Folksonomies do have advantages. They are user-generated and therefore easy (inexpensive) to implement. Metadata in a folksonomy (for example, the photo tags on Flickr.com) comes from individuals interacting with content not administrators at a distance. This type of taxonomy conveys information about the people who create the tags and a kind of user community portrait may emerge. Some sites allow you to then link to other content from like-minded taggers. (We have similar taste in photos or music, so let's check out each others links.) Users become engaged.

There are problems: idiosyncratic tagging actually makes searches LESS precise. Some people post items and add many hashtags in the hopes of having their content found in a search on that tag. They may even add irrelevant tags for that reason. Tagging your post with the names of currently popular people or adding "free, nude, realestate, vacations" even though none of those are relevant to your content might cause someone searching for those things to find your content - but that person is likely to be unhappy at landing at your place.