experience cannot be automated

There is little consensus, based on research, showing exactly how flight simulation should be employed. I know, I started researching flight simulation in the mid-1990’s. This is definitely an area that requires more research by those who purport to be experts in human learning. Just checking-the-box continues to be all too prevalent in training systems.

As more of our work systems become automated, human oversight often decreases. Luckily it was human oversight that prevented accidents with Alaska Airlines recently — watch the machines. Today, most commercial aircraft fly most of the time on autopilot. What does this do to pilot concentration and skill degradation? Perhaps pilots should spend even more time in simulators practicing for those 2% of situations that require high expertise. Or perhaps what they really need is more experience. 

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watch the machines

I wrote the next two paragraphs in a blog post last year — we have met the enemy.

A long time ago — pre-pandemic and pre-9/11 — I was flying on a commercial passenger aircraft. The flight was over-booked and as I was wearing my Army uniform, I was offered to sit in the jump seat, just behind the pilots. Yes, these things happened in the ‘before times’.

It was a short flight but I had a chance to speak with the pilots. The captain told me that many civilian pilots had a military background but their training and experience resulted in some differences. He mentioned that if there was an observed incident on take-off, most of the civilian-trained pilots would make small adjustments to the throttle speed, aware that fuel costs money for the company. On the other hand, many of the military-trained pilots might react to an incident by slamming the throttles forward and getting out the situation and in the air as fast as possible. This of course costs more fuel, but from a military operational perspective would probably be the best default action.

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leadership in broken systems

Over the past year I have given a lot of consideration on the role of leaders in our organizations and how some of the core assumptions about leadership need to change.

Surviving in broken systems and moving beyond them

Many of our systems and institutions are broken. So how can we survive in these? The answer may be in adopting an ironic sense of humour, coupled with honesty and humility. Sensemaking through irony, and not falling into a state of anger, frustration, or apathy, can lead us toward envisaging new systems. When people in the roles of decision maker, expert, & resource controller — traditional bottlenecks for knowledge flow in organizations — adopt these perspectives then “distributed, iterative sense-making, decision-making, and action-taking” can be enabled.

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misinforming ourselves

On the last Friday of each month I curate some of the observations and insights that were shared on social media. I call these Friday’s Finds.

“I set out to write a letter to friends who know Twitter and are Mastodon-curious. As I worked on it, I thought: What if the letter could serve as a starting point for anyone explaining Mastodon?”Lee Lefever

society: damn misinfo at scale is getting a bit out of hand lately. seems like a problem.
tech guys: i have invented a machine that generates misinformation. is that helpful?”
@Jacqueline

“The more I think about what went wrong with web search, it comes down to this: the internet companies did not ever come up with a workable definition of truth, or fealty to reality, or anything like it. What are the markers of fact in some text? They never figured that out. You cannot organize all the world’s information without that core concept. The chatbots are just making this failure plain (and weird).”Alexis Madrigal

The boss has been pestering me to attend a leadership conference so I, completely jokingly, said, “A true leader would never sit in a audience being told what to do” and now half this office is in existential crisis.Elle Gray

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innovation in complexity and chaos

In 2019 I summarized my observations about innovation in — What is innovation? I concluded that while innovation may be 15 different things to 15 different people, I still found nine general guidelines.

  1. The connection between innovation and learning is evident and we cannot be innovative unless we integrate learning into our work.
  2. Radical innovation only comes from networks with large structural holes, which are more diverse. This is why our social networks cannot also be our work teams, or they become echo chambers.
  3. In our work teams we can focus on incremental innovation, to get better at what we already do.
  4. Communities of practice then become bridges on the continuum between knowledge networks and work teams.
  5. Innovation is all about connections. At a certain point, not enough connections may even destroy the innovations we have made.
  6. Innovation is not a process. It’s more of an attitude focused on curiosity, learning, and experimentation.
  7. A focus on processes and error reduction — such as Six Sigma — actually gets in the way of innovation.
  8. Innovation is like democracy, it needs people to be free within the system in order to work.
  9. Creative work is not routine work done faster. It’s a whole different way of work, and a critical part is letting the brain do what it does best — come up with ideas. Without time for reflection, most of those innovative ideas will get buried in the detritus of modern workplace busyness.

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nineteen years of blogging

“A knowledge worker is someone who’s job is having really interesting conversations at work.” —Rick Levine (1999) The Cluetrain Manifesto [and that’s what blogging lets you do, from anywhere]

Today marks my 19th anniversary of blogging here. This post is #3,566. I note that on my 5th anniversary I mentioned that I had started ‘micro-blogging’ on Twitter. Fast forward to November 2022 and I asked in whither Twitter if it will survive its new owner and CEO. I am still on Twitter though having more and often better conversations on Mastodon. The train wreck that Twitter has become reinforces the value of this blog and the open covenants on which it is based.

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hierarchies, experts, and dogma

Dogmaprescribed doctrine proclaimed as unquestionably true by a particular group — a settled or established opinion, belief, or principle.

In 2021, research concluded that medical orthodoxy, such as ‘droplet dogmatism’, blocked the acceptance that the SARS-CoV-2 virus was mainly transmitted through the air, in spite of knowledge from fields outside infectious disease.

Three fields—political, state (policy and regulatory), and scientific—were particularly relevant to our analysis. Political and policy actors at international, national, and regional level aligned—predominantly though not invariably—with medical scientific orthodoxy which promoted the droplet theory of transmission and considered aerosol transmission unproven or of doubtful relevance. This dominant scientific sub-field centred around the clinical discipline of infectious disease control, in which leading actors were hospital clinicians aligned with the evidence-based medicine movement. Aerosol scientists—typically, chemists, and engineers—representing the heterodoxy were systematically excluded from key decision-making networks and committees. Dominant discourses defined these scientists’ ideas and methodologies as weak, their empirical findings as untrustworthy or insignificant, and their contributions to debate as unhelpful.
Conclusion:
The hegemonic grip of medical infection control discourse remains strong. Exit from the pandemic depends on science and policy finding a way to renegotiate what Bourdieu called the ‘rules of the scientific game’—what counts as evidence, quality, and rigour. —Orthodoxy, illusio, and playing the scientific game

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Kieran Egan 1942-2022

I found out the other day that another person who has inspired my work has passed away. Kieran Egan’s book, The Educated Mind: How Cognitive Tools Shape Our Understanding greatly influenced my thinking on public education. I have curated some of his work that has been shared on this blog over the past two decades. It remains pertinent to this day.

Egan said that Western education is based on three incompatible ideas:

  1. Education as Socialization (age cohorts, class groupings, team sports)
  2. Education as learning about Truth & Reality, based on Plato (varied subjects, academic material, connection to culture)
  3. Education as discovery of our nature, based on Rousseau (personal sense-making, teacher as facilitator)

One of these ideas may be dominant at any given time but no education system can foster all three at once. Therefore we keep trying to re-balance something that can never be balanced. It’s a constantly shifting three-legged stool. In addition, each one by itself is inadequate in a modern society, wrote Egan.

Socialization to generally agreed norms and values that we have inherited is no longer straightforwardly viable in modern multicultural societies undergoing rapid technology-driven changes. The Platonic program comes with ideas about reaching a transcendent truth or privileged knowledge that is no longer credible. The conception of individual development we have inherited is based on a belief in some culture-neutral process that is no longer sustainable.

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Farewell Roger Schank

“Learning by doing is really how we learn: Teaching others to do this is the next step in the education revolution.”Roger Schank

I found out yesterday from Socratic Arts that its founder, Roger Schank has died. Roger’s work has been an inspiration for my own over the past two decades. Roger’s work on story-centered curricula was helpful as our children were going through school.

These are story-centered curricula. Students work in teams in virtual apprenticeships with experts producing deliverables that get increasingly complex throughout the year. No classes. No tests. One curriculum per year — complete four of them and you graduate. Ideally there would be hundreds of curricula to choose from but we have to start somewhere so I chose those four.

When I talk to people who might be interested in radical education reform I always ask what curricula their communities might need so we can think about how to produce those as well. The idea that every high school should be more or less the same offering of the same potpourri of algebra, American history, and Charles Dickens is just absurd, so I ask what they need in their world. —Roger Schank 2006

Our son was so impressed with the Student’s Bill of Rights — from Roger’s book Engines for Education — that he took it to school and showed his teacher. She was not impressed!

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