Cory Doctorow on Big Tech, monopolies, and decentralisation
I’m not one to watch a 30-minute video, as usually it’s faster and more interesting to read the transcription. I’ll always make an exception, however, for Cory Doctorow who not only speaks almost as fast as I can read, but is so enthusiastic and passionate about his work that it’s a lot more satisfying to see him speak.
You have to watch his keynote at the Decentralized Web Summit last month. It’s not only a history lesson and a warning, but he puts in ways that really make you see what the problem is. Inspiring stuff.
Source: Boing Boing
Airbnb wants to give out shares to its superhosts
Note: I’m testing shorter, more to-the-point updates, alongside the regular ones. Let me know what you think in the comments!
Airbnb sent a letter to the SEC asking for the regulator to permit offering equity to hosts. Airbnb primarily supported changes to Securities Act Rule 701 that would allow offering shares to gig economy workers, not just investors and staff. CEO Brian Chesky characterized it as vital to rewarding the company's supporters.Source: Engadget[…]
This isn’t the first time a gig-oriented online service has petitioned the SEC. Uber met with the Commission more than once to ask about the possibility. Airbnb is pushing for a direct policy change, however, where Uber was more interested in how it could offer shares under the existing framework.
Experimenting with turning on comments for a week
Hello Thought Shrapnel readers! Some of you have asked over the last few months why the ability to comment on posts is switched off here.
Well, that’s mainly because I noticed a general downwards trend in the quality of online comments. For example, people would share their opinions on my blog posts without reading more than the title, or just link to their own stuff. And then there’s the perennial problem of spam.
This week I’m going to run an experiment and leave comments open. Everything I post from today to the end of the week you’ll be able to comment on directly.
I like the approach that Dan Meyer takes on his blog with adding ‘featured comments’ to his posts after the fact. I may try that.
Let’s see how it goes…
Image by clement127 used under a Creative Commons license
Why badge endorsement is a game-changer
Since starting work with Moodle, I’ve been advocating for upgrading its Open Badges implementation to v2.0. It’s on the horizon, thankfully. The reason I’m particularly interested in this is endorsement, the value of which is explained in a post by Don Presant:
What’s so exciting about Endorsement, you may ask. Well, for one thing, it promises to resolve recurring questions about the “credibility of badges” by providing third party validation that can be formal (like accreditation) or informal (“fits our purpose”). Endorsement can also strengthen collaboration, increase portability and encourage the development of meaningful badge ecosystems.I've known Don for a number of years and have been consistently impressed by combination of idealism and pragmatism. He provides a version of Open Badge Factory in Canada called 'CanCred' and, under these auspices, is working on a project around a Humanitarian Passport.
Endorsement of organisations is now being embedded into the DNA of HPass, the international humanitarian skills recognition network now in piloting, scheduled for public launch in early 2019. Organisations who can demonstrate audited compliance with the HPass Standards for Learning or Assessment Providers will become “HPass Approved” on the system, a form of accreditation that will be signposted with Endorsement metadata baked into their badges and a distinctive visual quality mark they can display on their badge images. This is an example of a formal “accreditation-like” endorsement, but HPass badges can also be endorsed informally by peer organisations.The ultimate aim of alternative credentialing such as Open Badges is recognition, and I think that the ability to endorse badges is a big step forward towards that.
Source: Open Badge Factory
Internalising the logic of social media
A few days ago, Twitter posted a photo of an early sketch that founder Jack Dorsey made for the initial user interface. It included settings to inform a user’s followers that they might not respond immediately because they were in the part or busy reading.
A day later, an article in The New Yorker about social media used a stark caption for its header image:
Social-media platforms know what you’re seeing, and they know how you acted in the immediate aftermath of seeing it, and they can decide what you will see next.There's no doubt in my mind that we're like slow-boiled frogs when it comes to creeping dystopia. It's not happening through the totalitarian lens of the 20th century, but instead in a much more problematic way.
One of the more insidious aspects of [social media's business] model is the extent to which we, as social-media users, replicate its logic at the level of our own activity: we perform market analysis of our own utterances, calculating the reaction a particular post will generate and adjusting our output accordingly. Negative emotions like outrage and contempt and anxiety tend to drive significantly more engagement than positive ones.No wonder Twitter's such an angry place these days.
The article quotes James Bridle’s book New Dark Age, a book which is sitting waiting for me on my shelf when I get back home from this work trip.
We find ourselves today connected to vast repositories of knowledge and yet we have not learned to think. In fact, the opposite is true: that which was intended to enlighten the world in practice darkens it. The abundance of information and the plurality of worldviews now accessible to us through the internet are not producing a coherent consensus reality, but one riven by fundamentalist insistence on simplistic narratives, conspiracy theories, and post-factual politics. It is on this contradiction that the idea of a new dark age turns: an age in which the value we have placed upon knowledge is destroyed by the abundance of that profitable commodity, and in which we look about ourselves in search of new ways to understand the world.This resonates with a quotation I posted to Thought Shrapnel this week from Jon Ronson's So You've Been Publicly Shamed about how we're actually creating a more conservative environment, despite thinking we're all 'non-conformist'.
To be alive and online in our time is to feel at once incensed and stultified by the onrush of information, helpless against the rising tide of bad news and worse opinions. Nobody understands anything: not the global economy governed by the unknowable whims of algorithms, not our increasingly volatile and fragile political systems, not the implications of the impending climate catastrophe that forms the backdrop of it all. We have created a world that defies our capacity to understand it—though not, of course, the capacity of a small number of people to profit from it. Deleting your social-media accounts might be a means of making it more bearable, and even of maintaining your sanity. But one way or another, the world being what it is, we are going to have to learn to live in it.Last week, at the ALT conference, those in the audience were asked by the speaker to 'stand up' if they felt imposter syndrome. I didn't get to my feet, but it wasn't an act of arrogance or hubris. I may have no idea what I'm doing, but I'm pretty sure no-one else does either.
Source: The New Yorker
The Digital Knowledge Loop
I’ve featured the work of Albert Wenger a few times before on Thought Shrapnel. He maintains a blog called Continuations and is writing a book called World After Capital.
In this post, he expands on a point he makes in his book around the ‘Digital Feedback Loop’ which, Wenger says, has three components:
Wenger is a venture capitalist, albeit a seemingly-enlightened one. Interestingly, he's approaching the post-scarcity world through the lens of knowledge, economics, and society. As educators, I think we need to be thinking about similar things.
- Economic freedom. We must let everyone meet their basic needs without being forced into the Job Loop. With economic freedom, we can embrace automation and enable everyone to participate in and benefit from the Digital Knowledge Loop.
- Informational freedom. We must remove barriers from the Digital Knowledge Loop that artificially limit learning from existing knowledge, creating new knowledge based on what we learn and sharing this new knowledge. At the same time must build systems that support the operation of critical inquiry in the Digital Knowledge Loop.
- Psychological freedom. We must free ourselves from scarcity thinking and its associated fears and other emotional reactions that impede our participation in the Digital Knowledge Loop. Much of the peril of the Digital Knowledge Loop arises directly from a lack of psychological freedom.
In fact, this reminds me of some work Martin Weller at the Open University has done around a pedagogy of abundance. After reviewing the effect of the ‘abundance’ model in the digital marketplace, looks at what that means for education. He concludes:
The issue for educators is twofold I would suggest: firstly how can they best take advantage of abundance in their own teaching practice, and secondly how do we best equip learners to make use of it? It is this second challenge that is perhaps the most significant. There is often consideration given to transferable or key skills in education (eg Dearing 1997), but these have not been revisited to take into account the significant change that abundant and free content offers to learners... Coping with abundance then is a key issue for higher education, and one which as yet, it has not made explicit steps to meet, but as with many industries, adopting a response which attempts to reinstate scarcity would seem to be a doomed enterprise.Yesterday, during a break in our MoodleNet workshop with Outlandish, we were talking about the The Up Series of documentaries that showed just how much of a conveyer belt there is for children born into British society. I think part of the problem around that is we're locked into outdated models, as Wenger and Weller point out in their respective work.
My children, for example, with a few minor updates, are experiencing the very same state education I received a quarter of a century ago. The world has moved on, yet the mindset of scarcity remains. They’re not going to have a job for life. They don’t need to selfishly hold onto their ‘intellectual property’. And they certainly don’t need to learn how to sit still within a behaviourist classroom.
Source: Continuations
Kindness and courage (quote)
“Life is mostly froth and bubble, Two things stand like stone. Kindness in another’s trouble, Courage in your own.”
Adam Lindsay Gordon
The rise and rise of e-sports
I wouldn’t even have bothered clicking on this article if it weren’t for one simple fact: my son can’t get enough of this guy’s YouTube channel.
If you haven't heard of Ninja, ask the nearest 12-year-old. He shot to fame in March after he and Drake played Fortnite, the video game phenomenon in which 100 players are dropped onto an island and battle to be the last one standing while building forts that are used to both attack and hide from opponents. At its peak, Ninja and Drake's game, which also featured rapper Travis Scott and Pittsburgh Steelers receiver JuJu Smith-Schuster, pulled in 630,000 concurrent viewers on Twitch, Amazon's livestreaming platform, shattering the previous record of 388,000. Since then, Ninja has achieved what no other gamer has before: mainstream fame. With 11 million Twitch followers and climbing, he commands an audience few can dream of. In April, he logged the most social media interactions in the entire sports world, beating out the likes of Cristiano Ronaldo, Shaquille O'Neal and Neymar.This article in ESPN is testament to the work that Ninja (a.k.a. Tyler Blevins) has done in crafting a brand and putting in the hours for over a decade. It sounds gruelling:
Tyler can't join us until he wraps up his six-hour stream. In the basement, past a well-stocked bar, a pool table and a dartboard, next to a foosball table, he sits on this sunny August day in a T-shirt and plaid pajama pants at the most famous space in their house, his gaming setup. It doesn't look like much -- a couple of screens, a fridge full of Red Bull, a mess of wires -- but from this modest corner he makes millions by captivating millions.The reason for sharing this here is because I’m going to use this as an example of deliberate practice.[…]
In college, Jess [his wife] started streaming to better understand why Tyler would go hours without replying to her texts. A day in, she realized how consuming it was. “It’s physically exhausting but also mentally because you’re sitting there constantly interacting,” Tyler says. “I’m engaging a lot more senses than if I were just gaming by myself. We’re not sitting there doing nothing. I don’t think anyone gets that."
How does he stay so good? Pro tip: Don't just play, practice. Ninja competes in about 50 games a day, and he analyzes each and every one. He never gets tired of it, and every loss hits him hard. Hypercompetitive, he makes sure he walks away with at least one win each day. (He averages about 15 and once got 29 in a single day.)The article is worth a read, for several reasons. It shows why e-sports are going to be even bigger than regular sports for my children’s generation. It demonstrates how to get to the top in anything you have to put in the time and effort. And, perhaps, above all, it shows that, just as I’ve found, growing up spending time in front of screens can be pretty lucrative.“When I die, I get so upset,” he says. “You can play every single day, you’re not practicing. You die, and oh well, you go onto the next game. When you’re practicing, you’re taking every single match seriously, so you don’t have an excuse when you die. You’re like, ‘I should have rotated here, I should have pushed there, I should have backed off.’ A lot of people don’t do that."
Source: ESPN
Online conformity (quote)
“We see ourselves as non-conformist, but I think all of this [online shaming] is creating a more conformist, conservative age… We are defining the boundaries of normality by tearing apart the people outside of it.”
(Jon Ronson, So You’ve Been Publicly Shamed)
A portal into a decentralised universe
You may recognise Cloudflare’s name from their provision of of ‘snapshots’ of websites that are currently experiencing problems. They do this through what’s called ‘distributed DNS’ which some of the issues around centralisation of the web. I use their 1.1.1.1 DNS service via Blokada on my smartphone to improve speed and privacy.
The ultimate goal, as we seek to move away from proprietary silos run by big tech companies (what I tend to call ‘SaaS with shareholders’), is to re-decentralise the web. I’ve already experimented with this, after speaking at a conference in Barcelona on the subject last October, and experimenting with my own ‘uncensorable’ blog using ZeroNet.
Up to now, however, it hasn’t been easy to jump from the regular ‘ol web (the one you’re used to browsing using https) and the distributed web (DWeb). You need a gateway to use a regular web browser with the DWeb. I set up one of these last year and quickly had to take it down as it was expensive to run!
I’m delighted, therefore, to see that Cloudflare have launched an IPFS gateway. IPFS stands for ‘InterPlanetary File System’ and is a “peer-to-peer hypermedia protocol to make the web faster, safer, and more open”. It does lots of cool stuff around redundancy and resilience that I won’t go into here. Suffice to say, it’s the future.
Today we’re excited to introduce Cloudflare’s IPFS Gateway, an easy way to access content from the InterPlanetary File System (IPFS) that doesn’t require installing and running any special software on your computer. We hope that our gateway, hosted at cloudflare-ipfs.com, will serve as the platform for many new highly-reliable and security-enhanced web applications. The IPFS Gateway is the first product to be released as part of our Distributed Web Gateway project, which will eventually encompass all of our efforts to support new distributed web technologies.As I mentioned above, one of the issues with having a decentralised blog or website is that people can't access it on the regular web. This changes that, and hopefully in a way where we don't just end up with a new type of centralisation:
IPFS gateways are third-party nodes that fetch content from the IPFS network and serve it to you over HTTPS. To use a gateway, you don’t need to download any software or type any code. You simply open up a browser and type in the gateway’s name and the hash of the content you’re looking for, and the gateway will serve the content in your browser.We're thinking about how IPFS could be used with the MoodleNet project I'm leading. If we're building a decentralised resource-centric social network it makes sense for those resources to be accessed in a decentralised way! Developments such as this make that much more likely to happen sometime soon.
Source: Cloudflare blog
(Related: The Guardian on the DWeb, and Fred Wilson’s take on Cloudflare’s IPFS gateway)
(Educational) consulting for the uninitiated
Noah Geisel, who I know from the world of Open Badges, has written a great post on how to be an educational consultant. I’ve got some advice of my own to add to his, but I’ll let him set the scene:
In my experience, people in employment who have never been their own boss are always interested at the prospect of becoming a freelancer or consultant. This is particularly the case with jobs like teaching that are endless time and energy pits.I get several messages each month from people — usually teachers — reaching out for an informational interview to learn about what options exist to be an education consultant. I’ve had the conversation enough times now that I’m sharing out this quick primer of what normally gets discussed. Maybe it’ll save you the cup of coffee you were going to buy me or help you come prepared to our coffee with novel questions that really make me think.
Like Noah, the first thing I’d do is try and get underneath the desire to do something different. Why is that? I think he does this brilliantly by asking whether potential consultants are running towards, or running away, from something:
Which way are you running? This is the most important question. Are you running to a new opportunity or are you running away from your current situation? The people I know who are successful and happy doing this work definitely ran to it. The work is just too hard to be anything other than what you want (or even NEED) to be doing. I can’t speak for others but my own experience is that this path is a calling, not an escape pod.I can only speak about my own experience, but once the Open Badges work went outside of Mozilla, and I'd pretty much done all I could with the Web Literacy work, it was time for me to move into consultancy. It was the logical step, both because I was ready for it, but also because people were asking if I was available.
If no-one’s asking if you can help them out with something that you already specialise in, then it’s going to be long, hard struggle to be seen as an expert, get gigs, and pay your mortgage. However, if you do decide to make the leap, I like the way Noah demarcates the types of consultancy you can do:
- Join forces with a known legacy brand
- Apply for a posted position
- Independent Consultant: hometown hero variety
- Independent Consultant: free agent variety
If you’ve been used to a job where you do lots of different things, such as teaching, the temptation is going to be to offer lots of different services. The trouble with that, of course, is that people find it difficult to know what you’re selling.
One of the best things I've ever done is to set up a co-operative with friends and former colleagues. We have an associated Slack channel for both member discussions (private) and discourse with trusted colleagues and acquaintances. Meeting regularly, and doing work with these guys not only gives us flexibility, but access to a wider range of expertise than I could provide on my own.You are wise to avoid attempting to be all things to all people. Focus on a strength that gives you a competitive advantage and go hard; if you fail, you’ll want to know that wasn’t because you didn’t put enough into it.
As Noah says, it’s great to earn a bit of money on the side, but that’s very different to deciding that your going to rely on products you can sell and services you can provide for your income. I did it successfully for three years, before deciding to take my current four day per week position with Moodle, and work with the co-op on the side.
Finally, one thing that might help is to see your life as have ‘seasons’. I think too many people see their professional life as some kind of ladder which they need to climb. It’s nothing of the sort. It’s always nice to be well-paid (and I’ve never earned more than when I was consulting full-time) but there’s other things that are valuable in life: colleagues, security, and benefits such as a pension and healthcare, to name but a few.
Source: Verses
(Related: a post I wrote of my experiences after two years of full-time consultancy)
Blogging and content marketing (quote)
Content marketing and blogging may be diametrically opposed to each other, but one isn’t bad and the other good. There’s just what’s right for how you want to operate and what you need your content to do for you or your audience. It’s just something to consider – does the intent of how you want to exist as a content creator online actually line up with how you’re operating? If it doesn’t, perhaps it’s time to change.
(Paul Jarvis)
Charity is no substitute for justice
The always-brilliant Audrey Watters eviscerates the latest project from a white, male billionaire to 'fix education'. Citing Amazon CEO Jeff Bezos' plan to open a series of "Montessori-inspired preschools in underserved communities" where "the child will be the customer", Audrey comments:
The assurance that “the child will be the customer” underscores the belief – shared by many in and out of education reform and education technology – that education is simply a transaction: an individual’s decision-making in a “marketplace of ideas.” (There is no community, no public responsibility, no larger civic impulse for early childhood education here. It’s all about privateschools offering private, individual benefits.)
As I've said on many occasions, everyone wakes up with cool ideas to change the world. The difference is that you or I would have to run it through many, many filters to get the funding to implement it. Those filters , hopefully, kill 99% of batshit-crazy ideas. Billionaires, in the other hand, can just speak and fund things into existence, no matter how damaging and I'll thought-out the ideas behind them happen to be.
[Teaching] is a field in which a third of employeesalready qualify for government assistance. And now Jeff Bezos, a man whose own workers also rely on these same low-income programs, wants to step in – not as a taxpayer, oh no, but as a philanthropist. Honestly, he could have a more positive impact here by just giving those workers a raise. (Or, you know, by paying taxes.)
This is the thing. We can do more and better together than we can do apart. The ideas of the many, honed over years, lead to better outcomes than the few thinking alone.
For all the flaws in the public school system, it’s important to remember: there is no accountability in billionaires’ educational philanthropy.
And, as W. B. Yeats famously never said, charity is no substitute for justice.
Whatever your moral and political views, accountability is something that cuts across the divide. I should imagine there are some reading this who send their kids to private schools and don't particularly see the problem with this. Isn't it just another example of competition within 'the market'?
The trouble with that kind of thinking, at least from my perspective, is twofold. First, it assumes that education is a private instead of a public good. Second, that it's OK to withhold money from society and then use that to subsidise the education of the already-privileged.
Source: Hack EducationAudiobooks vs reading
Although I listen to a lot of podcasts (here’s my OPML file) I don’t listen to many audiobooks. That’s partly because I never feel up-to-date with my podcast listening, but also because I often read before going to sleep. It’s much more difficult to find your place again if you drift off while listening than while reading!
This article in TIME magazine (is it still a ‘magazine’?) looks at the research into whether listening to an audiobook is like reading using your eyes. Well, first off, it would seem that there’s no difference in recall of facts given a non-fiction text:
For a 2016 study, Rogowsky put her assumptions to the test. One group in her study listened to sections of Unbroken, a nonfiction book about World War II by Laura Hillenbrand, while a second group read the same parts on an e-reader. She included a third group that both read and listened at the same time. Afterward, everyone took a quiz designed to measure how well they had absorbed the material. “We found no significant differences in comprehension between reading, listening, or reading and listening simultaneously,” Rogowsky says.However, the difficulty here is that there's already an observed discrepancy in recall between dead-tree books and e-books. So perhaps audiobooks are as good as e-books, but both aren't as good as printed matter?
There’s a really interesting point made in the article about how dead-tree books allow for a slight ‘rest’ while you’re reading:
If you’re reading, it’s pretty easy to go back and find the point at which you zoned out. It’s not so easy if you’re listening to a recording, Daniel says. Especially if you’re grappling with a complicated text, the ability to quickly backtrack and re-examine the material may aid learning, and this is likely easier to do while reading than while listening. “Turning the page of a book also gives you a slight break,” he says. This brief pause may create space for your brain to store or savor the information you’re absorbing.This reminds me of an article on Lifehacker a few years ago that quoted a YouTuber who swears by reading a book while also listening to it:
First of all, it combines two senses…so you end up with really good comprehension while being really efficient at the same time. ...Another possibly even more important benefit is…it keeps you going. So you’re not going back and rereading things, you’re not taking all kinds of unnecessary breaks and pauses, your eyes aren’t running around all the time, and you’re not getting distracted every two minutes.Since switching to an open source e-reader, I'm no longer using the Amazon Kindle ecosystem so much these days. If I were, I'd be experimenting with their WhisperSync technology that allows you to either pick up where you left up with one medium — or, indeed, use both at the same time.
Source: TIME / Lifehacker
What the EU's copyright directive means in practice
The EU is certainly coming out swinging against Big Tech this year. Or at least it thinks it is. Yesterday, the European Parliament voted in favour of three proposals, outlined by the EFF’s indefatigable Cory Doctorow as:
1. Article 13: the Copyright Filters. All but the smallest platforms will have to defensively adopt copyright filters that examine everything you post and censor anything judged to be a copyright infringement.Music Week pointed out that Article 13 is particularly problematic for artists:
Article 11: Linking to the news using more than one word from the article is prohibited unless you’re using a service that bought a license from the news site you want to link to. News sites can charge anything they want for the right to quote them or refuse to sell altogether, effectively giving them the right to choose who can criticise them. Member states are permitted, but not required, to create exceptions and limitations to reduce the harm done by this new right.
Article 12a: No posting your own photos or videos of sports matches. Only the “organisers” of sports matches will have the right to publicly post any kind of record of the match. No posting your selfies, or short videos of exciting plays. You are the audience, your job is to sit where you’re told, passively watch the game and go home.
While the Copyright Directive covers a raft of digital issues, a sticking point within the music industry had been the adoption of Article 13 which seeks to put the responsibility on online platforms to police copyright in advance of posting user generated content on their services, either by restricting posts or by obtaining full licenses for copyrighted material.The proof of the pudding, as The Verge points out, will be in the interpretation and implementation by EU member states:
I can't help but think this is a ham-fisted way of dealing with a non-problem. As Doctorow also states, part of the issue here is the assumption that competition in a free market is at the core of creativity. I'd argue that's untrue, that culture is built by respectfully appropriating and building on the work of others. These proposals, as they currently stand (and as I currently understand them) actively undermine internet culture.However, those backing these provisions say the arguments above are the result of scaremongering by big US tech companies, eager to keep control of the web’s biggest platforms. They point to existing laws and amendments to the directive as proof it won’t be abused in this way. These include exemptions for sites like GitHub and Wikipedia from Article 13, and exceptions to the “link tax” that allow for the sharing of mere hyperlinks and “individual words” describing articles without constraint.
Source: Music Week / EFF / The Verge
The Amazon Echo as an anatomical map of human labor, data and planetary resources
This map of what happens when you interact with a digital assistant such as the Amazon Echo is incredible. The image is taken from a length piece of work which is trying to bring attention towards the hidden costs of using such devices.
With each interaction, Alexa is training to hear better, to interpret more precisely, to trigger actions that map to the user’s commands more accurately, and to build a more complete model of their preferences, habits and desires. What is required to make this possible? Put simply: each small moment of convenience – be it answering a question, turning on a light, or playing a song – requires a vast planetary network, fueled by the extraction of non-renewable materials, labor, and data. The scale of resources required is many magnitudes greater than the energy and labor it would take a human to operate a household appliance or flick a switch. A full accounting for these costs is almost impossible, but it is increasingly important that we grasp the scale and scope if we are to understand and govern the technical infrastructures that thread through our lives.It's a tour de force. Here's another extract:
When a human engages with an Echo, or another voice-enabled AI device, they are acting as much more than just an end-product consumer. It is difficult to place the human user of an AI system into a single category: rather, they deserve to be considered as a hybrid case. Just as the Greek chimera was a mythological animal that was part lion, goat, snake and monster, the Echo user is simultaneously a consumer, a resource, a worker, and a product. This multiple identity recurs for human users in many technological systems. In the specific case of the Amazon Echo, the user has purchased a consumer device for which they receive a set of convenient affordances. But they are also a resource, as their voice commands are collected, analyzed and retained for the purposes of building an ever-larger corpus of human voices and instructions. And they provide labor, as they continually perform the valuable service of contributing feedback mechanisms regarding the accuracy, usefulness, and overall quality of Alexa’s replies. They are, in essence, helping to train the neural networks within Amazon’s infrastructural stack.Well worth a read, especially alongside another article in Bloomberg about what they call 'oral literacy' but which I referred to in my thesis as 'oracy':
Should the connection between the spoken word and literacy really be so alien to us? After all, starting in the 1950s, basic literacy training in elementary schools in the United States has involved ‘phonics.’ And what is phonics but a way of attaching written words to the sounds they had been or could become? The theory grew out of the belief that all those lines of text on the pages of schoolbooks had become too divorced from their sounds; phonics was intended to give new readers a chance to recognize written language as part of the world of language they already knew.The technological landscape is reforming what it means to be literate in the 21st century. Interestingly, some of that is a kind of a return to previous forms of human interaction that we used to value a lot more.
Sources: Anatomy of AI and Bloomberg