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Everyone is above average
Everyone is above average
Ethan Mollick reflects on possible ways AI might affect skills. It could be a leveler, reducing the differences between the top and bottom performers. it could be an escalator, raising everyone's skills fairly consistently. Or, it could be a "king maker," elevating a small number of power users as the top performers who get the most out of AI. While this isn't written from a training perspective, it has implications for how the L&D field might change in the future.
Modern professional work consists of a wide range of activities, rather than a single specialization.
AI acts as a leveler, raising everyone to a minimum level of performance.
Just because early results for AI suggest that only lower performing people benefit does not mean that this is the only possible pattern. It may be that the reason only lower performers gain from AI currently is because the current AI systems are not good enough to help top performers. Or, alternately, it might be that top performers need more training and work to get benefits from AI. If either of these conditions prove true, and they certainly seem plausible, then AI might act more as an escalator, increasing the skills for everyone, from top to bottom performers. After an adjustment period, the relative skill positions stay similar, but everyone gets more done, faster.
<span>Alternately, it might be that some people are just really good at working with AI. They can </span><a href="https://www.oneusefulthing.org/p/centaurs-and-cyborgs-on-the-jagged" rel="">adopt Cyborg practices </a><span>better than others and have a natural (or learned) gift for working with LLM systems.</span>
·oneusefulthing.org·
Everyone is above average
The New Literacy: Stanford study finds richness and complexity in students' writing
The New Literacy: Stanford study finds richness and complexity in students' writing
Young people write more than they used to, and they don't just write when it's required. The study also found that spelling errors aren't as much of a problem as they were 20 years ago, now that spell check software is easily accessible.
Today's kids don't just write for grades anymore. They write to shake the world. Moreover, they are writing more than any previous generation, ever, in history. They navigate in a bewildering new arena where writers and their audiences have merged.
For these students, "Good writing changes something. It doesn't just sit on the page. It gets up, walks off the page and changes something," whether it's a website or a poster for a walkathon.
·physorg.com·
The New Literacy: Stanford study finds richness and complexity in students' writing
Education - Change.org: Pharmer's Market: The Cost of Producing "Successful" Students
Education - Change.org: Pharmer's Market: The Cost of Producing "Successful" Students
A comparison of standardized schooling with industrial agriculture and the effects of the obsession on productivity in both environments
In standardized environments, students with a high tolerance for monotony and the ability to repress their curious gene are deemed the fittest of the bunch.
It seems that despite (or maybe because of) our fetish with productivity, many of humanity's most pressing issues seem to be getting worse. The unnatural selection playing out in schools creates what every educational institution's mission statement pledges against: the creation of uncritical, passive, challenge-averse individuals, unwilling and unable to tackle the challenges of the 21st-century.
·education.change.org·
Education - Change.org: Pharmer's Market: The Cost of Producing "Successful" Students
Handbook of Emerging Technologies for Learning - Emerging Technologies for Learning
Handbook of Emerging Technologies for Learning - Emerging Technologies for Learning
George Siemens and Peter Tittenberger have created this wiki handbook for educators who want to incorporate technology into learning. Looks at how and why change is happening in education and how technology can help meet the educational needs of a changing world.
·ltc.umanitoba.ca·
Handbook of Emerging Technologies for Learning - Emerging Technologies for Learning
sciencegeekgirl » The burden of proof: What does education research really tell us?
sciencegeekgirl » The burden of proof: What does education research really tell us?
Looking at the resistance to change in education even when research supports certain strategies (like active learning). Educators resist using new teaching methods when they don't feel the research matches up with their personal experience. Education research isn't the same as pure scientific research in a lab where everything can be controlled, but if there is some repeatability in multiple contexts, isn't that educational research onto something?
·blog.sciencegeekgirl.com·
sciencegeekgirl » The burden of proof: What does education research really tell us?
Weblogg-ed » Response to Jay Matthews at the Washington Post
Weblogg-ed » Response to Jay Matthews at the Washington Post
Will Richardson responds to a Washington Post article that calls 21st century skills a "doomed pedagogical fad."
With access to the Internet, and with an understanding of how to create and navigate these online, social learning spaces, opportunities for learning widely and deeply reside in the connections that we make with other people who can teach or mentor us and/or collaboarate with us in the learning process. That, I think, is where we find 21st Century skills that are different and important. Sure, those connections require a well developed reading and writing literacy, and critical thinking and creativity and many of the others are skills inherent to the process. But this new potential to learn easily and deeply in environments that are not bounded by physical space or scheduled time constraints requires us as educators to take a hard look at how we are helping our students realize the potentials of those opportunities.
To me, that’s what 21st Century Skills are all about, teaching our kids to navigate the world as they are experiencing it, not the world we experienced.
·weblogg-ed.com·
Weblogg-ed » Response to Jay Matthews at the Washington Post
Paper 2: Welcome to the Exploratorium! « Arieliondotcom the LORD-loving Learning Lion
Paper 2: Welcome to the Exploratorium! « Arieliondotcom the LORD-loving Learning Lion
Ideas on changing the role of instructional designer and teacher to a "sharer," focusing on creating the environment where learning connections are made and setting up guideposts to help learners find their own way.
<p>I believe that the roles &nbsp;of the Instructional Designer and Teacher are changing and must change in the face of the ever-increasing onslaught of information every human being faces today.&nbsp; Those roles must merge into the Sharer, who shows new technologies and connections to information to others while always keeping in mind his/her own role as perpetual student.&nbsp;</p> <p>To do this, the Sharer must, at least in some respects, plant the environment for others, set up what may grow into connections and give opportunity for emergence in ways even the Sharer may not envision yet, but in a reasonably “safe” environment for exploration.</p>
The Teacher/Sharer, parents and student collaborate on ensuring that whatever method the student is using is assisting in wayfinding toward those goals.&nbsp; If more connections are made, so much the better.&nbsp; But along the path, like signposts, each of the connections (parents, Teacher/Sharers) and&nbsp;each tool (video, Second Life, writing, drawing, blog, podcast,&nbsp; etc.) used&nbsp;to connect&nbsp;to people&nbsp;will prompt the student for responses (dates, opinions, responses to readings) of the set curriculum, but framed in the context best suited for that student.&nbsp;A&nbsp;record of the waypoints shows how the student connected and which connections seemed to spark the most activity and best learning.&nbsp; If the student misses a certain number of waypoints, the direction of the connections is adjusted until success is achieved.
·arieliondotcom.wordpress.com·
Paper 2: Welcome to the Exploratorium! « Arieliondotcom the LORD-loving Learning Lion
Systems thinking and innovation | effectivedesign.org
Systems thinking and innovation | effectivedesign.org
Live blogged notes from AECT about systems thinking, innovation, and games for learning. Lots of side comments too, including some good connections to instructional design and getting too bogged down in multiple theories.
This is exactly what has happened to instructional design, and could by <a href="http://effectivedesign.org/2008/02/11/instructional-design-in-academia-where-theory-and-practice-rarely-meet/">why theory and practice don’t meet</a>. <strong>So much theory has been introduced that we can no longer see how instruction is actually designed.</strong> That’s why I think many times it has become easier for novice (in this case non-academically trained) designers can do it so often. They are not encumbered by the fog of theory.
·effectivedesign.org·
Systems thinking and innovation | effectivedesign.org
CCK08: Connecting for Change: The New Role of Educators
CCK08: Connecting for Change: The New Role of Educators
Another response to Nancy White's CCK08 discussion on how to get change to happen. Also includes an interesting graphic with overlapping skills of "social fluency" based on work by Chris Lott.
<img src="http://blogs.salon.com/0002007/images/socialfluency.jpg" title="" alt="social fluency" />
Change has to start with an identified need, not with a good idea. Generally, we only change when we must. Listen for needs.
Change, like great research, begins with asking important questions, and provoking respondents to self-change instead of trying to persuade or impose it.
Experiment. The best, profound changes come from masses of iterative learning and exploration of possibilities.
·blogs.salon.com·
CCK08: Connecting for Change: The New Role of Educators
DiegoLeal.org: Random ideas on random conversations (CCK08-Week 9)
DiegoLeal.org: Random ideas on random conversations (CCK08-Week 9)
Another set of notes from Nancy White's discussion for CCK08. Where my notes focused heavily on what Nancy and Stephen was saying, Diego did a much better job of capturing and summarizing the chat conversation.
When you think of yourself as a learner, you begin to act as one, and suddenly all the potential of networks and online information begins to make sense
·diegoleal.org·
DiegoLeal.org: Random ideas on random conversations (CCK08-Week 9)
Brave New Classroom 2.0 (New Blog Forum) | Britannica Blog
Brave New Classroom 2.0 (New Blog Forum) | Britannica Blog
Discussions pro and con about technology in the classroom, in response to this question: "Do the new classroom technologies represent an educational breakthrough, a threat to teaching itself, or something in between?" Michael Wesch and Steve Hargadon are two of the educators included in the discussion.
·britannica.com·
Brave New Classroom 2.0 (New Blog Forum) | Britannica Blog
Groups into Networks New Curriculum Needed - CCK08 - ubiquitous's posterous
Groups into Networks New Curriculum Needed - CCK08 - ubiquitous's posterous
An idea for how to move towards networked learning: start with groups, which will initially be more comfortable and less chaotic, then gradually increase the freedom to learning in networks.
Once students get the hang of groups online, just like any mother bird, the teacher needs to slowly start pushing them out of the nest.&nbsp; And I do not mean anywhere near Middle School.&nbsp; Most of the students in a school will be ready for this kind of experience nearing High School, and I believe this age will slowly lower as time passes and this form of education becomes more common.
The process of moving the students forward from a group setting to a network will be required, so will an educator familiar with both.&nbsp; For this process to properly occur, curriculum will need to be specifically designed and implemented, taking into account, emerging technologies and student safety within an online environment.
·ubiquitous.posterous.com·
Groups into Networks New Curriculum Needed - CCK08 - ubiquitous's posterous
IgnitePhilly -- Five Minutes To Communicate - Practical Theory
IgnitePhilly -- Five Minutes To Communicate - Practical Theory
5 minute presentation (20 slides) by Chris Lehmann on school reform and what we need for School 2.0. Several good lines in here--a bunch of memorable ideas packed into a few minutes. Assessment should be projects, not tests. Data is what kids do every day, not what they do on a test. Passion, metacognition, and lifelong learning matter. "If you want to see what kids have learned, give them a project."
·practicaltheory.org·
IgnitePhilly -- Five Minutes To Communicate - Practical Theory
An open letter to Baby-Boomer Managers from Gen X/Y Employees : UberNoggin
An open letter to Baby-Boomer Managers from Gen X/Y Employees : UberNoggin
What matters to Gen X/Y employees at work, written as a letter to Baby Boomers. Very much about what we value and what drives us crazy when working.
4.&nbsp;&nbsp;&nbsp; We don’t respect titles; we respect people.<br> The internet has served as a great social equalizer. In most online communities your value (and therefore reputation and power) are based on what you contribute not who you are. A well-read 18 year old who knows his stuff and is constantly active in the editing process of a Wikipedia article may be revered more than the heavily credentialed professor who interjects, corrects, and condescends to the community of the page. These relationships break down entitlements and, instead, center on accomplishment and contribution.<br> So if you want to respected, simply play your part and contribute. You’ll be known for the actions you take that probably earned you that title in the first place.
·ubernoggin.com·
An open letter to Baby-Boomer Managers from Gen X/Y Employees : UberNoggin
Mind Hacks: Is the cinematograph making us stupid?
Mind Hacks: Is the cinematograph making us stupid?
19th century neurologists George Beard and Silas Weir Mitchell "thought the pace of life and the effect of new technology was harming the mind and brain of citizens in 1800s America." Their concerns sound very much like the concerns shared today by people worried about the effects of computers and other technology.
As we've <a href="http://www.mindhacks.com/blog/2008/06/web_making_us_worrie.html">noted</a> <a href="http://www.mindhacks.com/blog/2007/09/too_much_too_young.html">several</a> <a href="http://www.mindhacks.com/blog/2008/07/facebook_ate_my_psyc.html">times</a>, leading scientists or commentators can make international headlines by simply suggesting that new technology is harming the mind, brain and relationships of the modern citizen, despite a general lack of evidence or flat out evidence to the contrary.
·mindhacks.com·
Mind Hacks: Is the cinematograph making us stupid?
SpeEdChange: Left Behind
SpeEdChange: Left Behind
Looking at the resistance to change in education and the need for 21st century skills, with an intriguing perspective on how this connects to our attitudes about ADHD, Asperger's, and other cognitive disabilities.
This is why - I think unconsciously - so many academics and educators resist contemporary ICT so fiercely. Accepting these new technologies means that the advantages they were taught to prize in themselves - their study habits, their ability to focus, their willingness to depend on authoritative sources and to observe classroom rules - might prove to be their undoing. And the disadvantages they despised in others, ADHD for example, processing information via pictures instead of the abstraction of text as another, the disadvantages that have been labelled as pathological "disabilities," might prove to be advantageous in this new world.
That ADHD kid might be far better in front of multiple monitors with a dozen windows open and 15 tabs going in Firefox than the professor and former high school valedictorian who is really uncomfortable if a TV is on while she is reading. That Asperger's kid who processes images efficiently might be far better at analysing changing maps than the text-dependent historian.
I feel the same watching most classrooms, seeing most reading assignments, observing how assessments are conducted in educational institutions. Yes, that carriage is wonderful, but the cars will rush past it. Yes, that calligraphy is beautiful but you just spent six months creating a single book. Certainly, that bronze sword is beautiful but the steel weapon will cut it in half. Yes, you did wonderfully on the multiple-choice exam but I need people who can find information and develop new ideas, not repeat what I already know. Yes, you read that whole book, but I need to know the range of observations from these twelve sources around the globe.
·speedchange.blogspot.com·
SpeEdChange: Left Behind
The Only Net-Gen Nonsense : Ruminate
The Only Net-Gen Nonsense : Ruminate
Response to the "Net Gen Nonsense" blog and George Siemens' arguments that it's the environment changing rather than the learners. Chris Lott argues that learners have changed in response to the changing environment; the characteristics of these learners are more important than whether the changes are biological or environmental in origin. Interesting analogy to eating in times of abundance and scarcity.
I suspect that we will see, in retrospect, that there are biological and neurological changes occurring due to technological changes, but it’s not really important. The remonstrations about the evidence remind me of scientists concluding that bumblebees can’t fly and philosophers concluding that there is no physical reality. Like Berkeley, I refute you thus, with the students I teach every term… but I will refrain from kicking them as proof!
The analogy I came up with a few days ago was that of eating. People eat very differently in times of abundance than scarcity. Their biology doesn’t significantly change (though it does some), but it would be foolish to look around and argue that people aren’t really eating differently, it’s just a change in their food context. It would be wiser to recognize that the socioeconomic context is an important factor to consider when it comes to nutrition and try to teach proper eating habits in an environment that is not just no longer one of hunting and gathering, but one that is very different for most of us from even 50 years ago.
·chrislott.org·
The Only Net-Gen Nonsense : Ruminate