Wednesday, April 01, 2026

 What Do Humans Bring (3)?  Continuous Learning

Connie Malamed told me to keep going...so I am. So far this week, in pondering what humans bring to the workplace, I've talked about my ideas around social infrastructure (made up of networks, Communities of Practice, working out loud/showing your work, and culture), and the ways L&D can support the humans in those spaces.

As I see it, the larger picture of organizational learning can be fleshed out into what I think of as the "Continuous Learning" layer, where the activities and learning in the social infrastructure are supported by formal, more structured things: LMSs, LRSs, traditional formal instruction, and the like. (I can't decide where to put performance management systems, but I'm thinking here, maybe?). It's not another tier --this isn't a hierarchy-- but another piece that completes the idea of "continuous learning" that happens in the organization.

And social learning happens here as well, as people -- we hope -- engage in robust, 𝘴𝘬𝘪𝘭𝘭𝘧𝘶𝘭𝘭𝘺 𝘧𝘢𝘤𝘪𝘭𝘪𝘵𝘢𝘵𝘦𝘥 (I repeat: skillfully facilitated) learning experiences built on realistic scenarios, real-world practice, and applicable takeaways, in settings that allow them to make meaningful connections.

In short:
Continuous learning (formal layer) = designed, structured, intentional
Social infrastructure = emergent, relational, adaptive



Tuesday, March 31, 2026

What Do Humans Bring? (2) More on Social Infrastructure

More:  The pillars of Social Infrastructure are networks, communities of practice, working out loud/showing your work, and organizational culture & its micro-cultures.


Where does L&D fit in here?

L&D’s role here isn’t to push out more content, but to shape how work, learning, and decision-making actually happen across the organization. That means
-helping communities of practice (CoPs) stay active, in a space where people working to improve their practice can share real work, compare approaches, and learn from each other in context.
-making it easier to surface what people are trying, what’s working (and what isn’t) so knowledge grows instead of getting lost or duplicated.
-introducing simple habits like debriefs so groups pause, reflect, and improve over time.
-helping managers create space for transparency, honest conversation, and experimentation.
-helping connect people across teams and networks so ideas don’t stay siloed.

In short, L&D supports the social infrastructure by strengthening the everyday patterns through which people learn, share, and get better at their work together.








Monday, March 30, 2026

 What Do Humans Bring (1)? Social Infrastructure

Cogitating, ruminating, showing my work. What are your thoughts about "Social Infrastructure" and what humans bring to the workplace?




https://youtu.be/g--T7k1GT74

Thursday, March 26, 2026

 𝐘𝐨𝐮 𝐂𝐚𝐧’𝐭 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐞 𝐓𝐫𝐮𝐬𝐭

I’ve written a lot over the past few weeks about ways AI can support Networks, CoPs, and Showing Your Work/Working Out Loud. It can do a lot of things to amplify our efforts, corral our messy work habits, and generate rivers of content.

But AI can’t:

♦create trust
♦generate reciprocity
♦produce psychological safety
♦substitute for shared experience

𝘊𝘶𝘭𝘵𝘶𝘳𝘦 is where those things happen, in organizations where people are allowed to talk with each other, given opportunities to get together, enabled to voice concerns and objections, and can admit problems or mistakes without fear of the sky falling. That's a culture that fosters trust, reciprocity, inclusion, and psychological safety, values shared experience, and provides “collision spaces” like break rooms and water-cooler corners, both literal and virtual. Culture is about transparency. Culture permits the existence and effective use of the things I’ve been talking about for the past 20 years: strong networks, communities, CoPs, and showing your work/working out loud.

One—ok, two-- of my lasting concerns with conversations regarding “culture” is that the word itself is devilishly hard to define, and often it feels like the onus for creating an effective/productive/supportive culture is on management alone. Workers may not create enterprise-wide culture, but we absolutely help shape local culture. I mean, every team and community and department has its own culture, right? Its own norms and ways of working? (They’re called micro-cultures, btw.)

What culture(s) are you a part of? What can you, as an individual, do to help shape it? As an L&D practitioner, what influence might you have over it?
Split-screen image contrasting AI and human interaction. One side shows digital outputs like charts, text, and network diagrams generated by AI; the other shows coworkers talking, listening, and collaborating in a shared space. The contrast highlights that while AI can produce information, it cannot create trust, psychological safety, or shared experience.


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Tuesday, March 24, 2026

 Assessing the Value of Online Interactions



Note: This originally appeared as a "Nuts and Bolts" column in Learning Solutions Magazine, October 2012. 

A good deal of my time is spent providing workshops and conference presentations on social learning and the use of social media to support and extend social learning in the workplace. In every session, it seems, someone comes just to challenge me to “prove” that all this isn’t a waste of time, that there is performance-enhancing value in social connections and interactions, particularly of the online variety.

They usually want some magic metric, some formula like, “two hours on LinkedIn + four comments in groups = tangible outcomes for the organization.” It doesn’t work that way. A great deal depends on how the worker chooses to spend that time in social channels, how well he filters and curates information, how she chooses the people with whom she’s interacting. The quality of those interactions depends in turn on many other issues, including trust, a willingness to ask for and offer help, and time invested in developing ties deeper than those purely at the surface. Likewise, a worker expected to improve performance and support organizational goals must know what the expectations are around that.

Value creation

Etienne Wenger (of CultivatingCommunities of Practice fame), Beverly Traynor, and Maarten De Laat have recently published a new conceptual framework for understanding and assessing value in such interactions. It includes a nice overview chart (figure 1) that I’ve found helpful in addressing concerns of my audience members.

Chart on value creation

Figure 1: Wenger, E., B. Traynor, and M. De Laat. Chart from Assessing Value Creation for Communities of Practice and Networks: A Conceptual Framework. Used with permission.

Immediate value

I’ll use myself as an example of how the chart helps shine light on real activity and outcomes. I spend a lot of time on Twitter because there are so very many smart people there, who at any hour of the day or night are talking about something I often didn’t even know I wanted to talk about.

I mostly follow learning, training, and eLearning people, but I also like some fiction authors and a few experts in other fields. Those people who only talk about what their cats had for breakfast? I don’t follow them. But it’s important to note: I am very active on Twitter. I engage, and talk, and interact with people. I drop in on several live Twitter chats a month. I try to contribute as much as I take. I like to think I help. So in looking at Wenger et al’s first column: I feel I get immediate value from the quality of interaction and reciprocity, I am given food for thought that I do reflect on, and I make it no secret that I am having fun.

Potential value

Moving across the chart to the second column: From my participation, what is the potential value? I’ve certainly developed a lot of connections, many in other parts of the world who offer very diverse viewpoints. I find I’m often inspired to read up on a new area or check out a new app or other tool.My views on learning have shifted considerably over the past five years as I’ve recognized firsthand the power and potential of increased support for social learning in the workplace.

Applied value

Now, moving to the third column, we look to see whether dots are connecting. I spend a lot of time on Twitter, I make a lot of connections,I read about things that interest me. But am I getting applied value? Do I leverage those connections? Have I engaged enough with my personal learning network so that, if I ask for help, some people might respond?

Let’s revisit an example I used in a previous column, one spurred by a phone call from one of our agencies.

I tweeted this (Figure 2):

Screenshot from twitter.

Figure 2: Leveraging connections on Twitter: original tweet asking for help

In two minutes’ time I had several responses, including this one (Figure 3):

Screenshot of twitter

Figure 3: One of the many immediate responses

I found the document, scanned it to see if it seemed okay, and sent it on to the agency. They said it was just what they needed. This amounted to a four-minute interruption in my day.

So you tell me: Is there applied value? Am I using my connections and implementing advice?

Realized value

Moving to the next column on the chart from Wenger et al, “Realized value.” I gave the customer a good response in four minutes. Is that a reflection on my personal performance? How about my organization’s reputation? Let me ask it another way: when’s the last time you called a government agency and got a good answer in four minutes?

Reframing value

In terms of the last column of Figure 1, “Reframing value”: I don’t know that I’ve changed my institution (yet), but I’ve influenced ideas around new ways of working. And while I’m not asked for evidence that I am effective, whenever I get a solution or innovative idea via one of my social channels, I take a screenshot or write a quick note and send it on to management anyway.

So, in looking for value in online interactions, try to get past the idea of a magic metric. I can’t tell you that my spending x hours on LinkedIn and tweeting y times per day will get you the result I got in the example above. I can tell you that my choice of when, with whom, and how to engage is what helped drive that result.

What can we do?

So what can we do? Help workers begin to articulate the ways in which interactions have solved a problem, reflected on their personal performance, or reflected on the organization’s reputation or performance. Start asking, “What did you learn today/this week? How has that affected your performance? How does it help the organization?” Help connect dots between social interaction and access to expertise, and between those connections and new tools and reframing ways of working. And please do review the full text of the piece by Wenger, Traynor, and De Laat, available at https://www.betterevaluation.org/sites/default/files/Wenger_Trayner_DeLaat_Value_creation.pdf .