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Michio Kaku Keynote Mindmap

2 November 2011 by Clark 3 Comments

Michio Kaku keynoted the DevLearn keynote today. With his signature phrase,”in the future…”, he covered new techs and made tentative connections to learning.

20111102-095428.jpg

Amber MacArthur #mLearnCon Keynote Mindmap

22 June 2011 by Clark 1 Comment

This morning’s mLearnCon keynote was by journalist Amber MacArthur. She talked about the intersection of mobile and social, though mostly talking the social side. Definitely a fun presentation with lots of humorous examples.

20110622-094603.jpg

Jeremiah Owyang mLearnCon keynote mindmap

21 June 2011 by Clark 2 Comments

Jeremiah Owyang, analyst at Altimeter, keynoted the opening day of the eLearning Guild’s mLearnCon conference.  He talked about the intersection of mobile and social, talking mobile definitions, organizational structures, and core transitions, using a metaphor of bees.

Chris Dede Keynote Mindmap

8 June 2011 by Clark 1 Comment

Chris Dede opened the Innovations in eLearning keynote with a speech that very much resonated with me and reflected things I’ve been blogging about here since Learnlets started, but has had the opportunity to build.  His closing comment is intriguing: “infrastructures shape civilization”.

He talked about teaching skills to deal with wicked problems and developing new literacies, using MultiUser Virtual Environments.

New Horizon Report: Alan Levine – Mindmap

20 April 2011 by Clark 3 Comments

This evening I had the delight to hear Alan Levine present the New Media Consortium’s New Horizon Report for 2011 to the ASTD Mt. Diablo chapter.  As often happens, I mindmapped it.  Their process is interesting, using a Delphi approach to converge on the top topics.

For the near term (< 1 year), he identified the two major technologies as ebooks and mobile devices (with a shoutout for my book: very kind).  For the medium term (2-3 years), he pointed to augmented reality and game-based learning (though only barely touching on deeply immersive simulations, which surprised me).  For the longer term (4-5 years), the two concepts were gesture-based computing and learning analytics.

A very engaging presentation.

mind map of Levine talk

Roger Schank keynote mindmap

26 January 2011 by Clark 1 Comment

Today, Roger Schank keynoted the Learning Technologies UK conference, talking about cognitive science and learning. Obviously, I was in large agreement. And, as usual, I mid mapped it:

Alan Kay keynote mindmap from #iel2010

2 June 2010 by Clark 2 Comments

Today, one of my heroes, Alan Kay, gave a keynote to the Innovations in eLearning conference. The mindmap can’t convey the broad range, but to get it out there…

Who are mindmaps for?

13 November 2009 by Clark 9 Comments

In response to my recent mindmap of Andrew McAfee’s conference keynote (one of a number of mindmaps I’ve done), I got this comment:

Does the diagram work as a useful way of encapsulating the talk for someone who was there? Because, speaking as someone who wasn‘t, I find it almost entirely content-free. Just kind of a collection of buzz-phrases in thought bubbles, more or less randomly connected.

I‘m not trying to criticise his talk – which obviously I didn‘t hear – or his points – which I still have no idea about – but the diagram as a method of conveying information is a total failure to this sample size of one. Possibly more useful as a refresher mechanism for people who got the talk in its original form?

Do mindmaps work for readers?   Well, I have to admit one reason I mindmap is completely personal.   I do it to help me process the presentation. Depending on the speaker, I can thoughtfully reprocess the information, or sometimes just take down interesting comments, but there are several benefits: In figuring out the ways to link, I’m capturing the conceptual structure of the talk (really, they’re concept maps), and I’m also occupying my personal bandwidth enough to allow me to focus on the talk without my mind chasing down one path and missing something.   Er, mostly…

Then, for a second category, those who actually heard the talk, they might be worthwhile reflection and re-processing.   I’d welcome anyone weighing in on that. I don’t have access to someone else’s example to see whether it would work for me.

Then, there are the potential viewers, like the commenter, for whom it’s either possible or not to process any coherent idea out of the presentation.   I looked back at the diagram for McAfee’s keynote, and I can see that I was cryptic, missing some keywords in communicating. This was for two reasons: one, he was quick, and it was hard to get it down before he’d moved on.   Two, he was eloquent, and because he was quick I couldn’t find time to paraphrase.   And there’s a more pragmatic reason; I try to constrain the size of the mindmap, and I’m always rearranging to get it to fit on one page.   That effort may keep me more terse than is optimal for unsupported processing.

I will take issue with “more or less randomly connected”, however.   The connections are quite specific.   In all the talks I’ve done this for, there have been several core points that are elaborated, in various ways by talk, but each talk tends to be composed of a replicated structure.   The connections capture that structure.   For instance, McAfee repeatedly took a theme, used an example to highlight it, then derived a takehome point and some corollaries.   There would be ways to more eloquently convey that structure (e.g. labeled links, color coding), but the structure isn’t always laid out beforehand (it’s emergent), and is moving fast enough that I couldn’t do it on the fly.

I could post-process more, but in the most recent two cases I wanted to get it up quickly: when I tweeted I was making the mindmap, others said they were eager to see it, so I hung on for some minutes after the keynotes to get it up quickly.   McAfee himself tweeted “dang, that was FAST – nice work!”

I did put the arrow in the background to guide the order in which the discussion came, as well, but apparently it is too telegraphic for the non-attendee. It happens I know the commenter well, and he’s a very smart guy, so if he’s having trouble, that’s definitely an argument that the raw mindmap alone is not communicative, at least not without perhaps some post-processing to make the points clear.

Really valuable to get the feedback, and worthwhile to reflect on what the tradeoffs are and who benefits. It may be that these are only valuable for fellow attendees.   Or just me. I may have to consider a) not posting, b) slowing down and doing more post-processing, or…?   Comments welcome!

Zimmerman Keynote Mindmap DevLearn 09

12 November 2009 by Clark Leave a Comment

Eric Zimmerman spoke eloquently on games as the second day keynote at DevLearn.   In it, he talked about how systems thinking was important, how games are systems of rules and consequently develop systems thinking.   He talked about how our play brings meaning to the rules, and that creating spaces of possible outcomes allow us to explore.

He ended up advocating that we design for possibilities of unexpected outcomes to create meaning for our learners.   Cammy Bean has blogged the presentation too.

ZimmermanDevLearnMindMap

AI as a System

7 May 2024 by Clark Leave a Comment

At the recent Learning Guild‘s Learning & HR Tech Solutions conference, the hot topic was AI. To the point where I was thinking we need a ‘contrarian’ AI event! Not that I’m against AI (I mean, I’ve been an AI groupie for literal decades), I think it’s got well-documented upsides. (And downsides.) Just right now, however, I feel that there’s too much hype, and I’m waiting for the trough of disillusionment to hit, ala the Gartner hype cycle.  In the meantime, though, I really liked what Markus Bernhardt was saying in his session. It’s about viewing AI as a system, though of course I had a pedantic update to it ;).

So, Markus’ point was that we should separate out data from the processing method. Markus presented a simple model to think about AI that I liked. In it, he proposed three pieces that I paraphrase:

  • the information you use as your basis
  • the process you use with the information
  • and the output you achieve

Of course, I had a quibble, and ended up diagramming my own way of thinking about it. Really, it only adds one thing to his model, an input! Why?

So I have the AI system containing the process and data it operates on. I like that separation, because you can use the same process on other data, or vice versa. As the opening keynote speaker, Maurice Conti, pointed out, the AI’s not biased, the data is. Having good data is important. As is having the right process to achieve the results you want (that is, a good match between problem and process; the results are the results ;). Are you generating or discriminating, for instance? Then Markus said you get the output, which could be prose, and image, a decision, …

However, I felt that it’s important to also talk about the input. What you input determines the output. With different queries, for instance, you can get different results. That’s what prompt engineering is all about! Moreover, your output can then be part of the input in an iterative step (particularly if your system retains some history). Thus, thinking about the input separately is, to me, a useful conceptual extension.

It may seem a trivial addition, but I think it helps to think about how to design inputs. Just as we align process with data for task, we need to make sure that the input matches to the process to get the best output. So, maybe I’m overcomplicating thinking about AI as a system. What say you?

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