Annotations (12)
“Klein's recognition-primed decision model discovered that experts don't generate multiple options and evaluate them on standard dimensions. They use experience to size up situations very quickly and identify what is going on, what is likely to happen next, what can be accomplished, and what should be done. Then they evaluate through mental simulation: imagine doing the action in this context and see if it works. If it works, execute. If it almost works, improve it.”— Gary Klein
p. 6
Psychology & Behavior · Strategy & Decision Making · Philosophy & Reasoning
DUR_ENDURING
Mental simulation replaces option comparison for experts
“The PreMortem process: You have a plan, the team is ready to execute. Step back. Imagine looking into a crystal ball six months or a year in the future. You see disaster. The plan has completely and embarrassingly failed. People on the team don't make eye contact when they pass each other in the hall. Now, everybody take two minutes and write down all the reasons why this plan failed.”— Gary Klein
p. 9
Strategy & Decision Making · Psychology & Behavior · Leadership & Management
DUR_ENDURING
Complete PreMortem protocol with specific steps
“At an Air Force software project kickoff, the contract monitor opposed doing a PreMortem, saying it would be too depressing and reduce confidence. Klein insisted. During the PreMortem, the most junior person, a captain specializing in information technology who hadn't spoken all meeting, revealed: The algorithms being described run on supercomputers and take a day or two.”— Gary Klein
p. 10
Strategy & Decision Making · Technology & Engineering · Leadership & Management
DUR_CONTEXTUAL
Junior captain saved project entire leadership missed
“ShadowBox training works by presenting a scenario, then stopping at decision points and asking the trainee to rank order options, goals, or information sources and write down rationale. Separately, three to five experts have already done the same exercise. After the trainee completes their ranking, they see what the experts ranked and more importantly, what the experts noticed in the same scenario.”— Gary Klein
p. 7
Leadership & Management · Psychology & Behavior
DUR_ENDURING
Training method reveals expert perception patterns
“Klein studied fighter pilots at Tyndall Air Force Base who were building Instructional System Design specs for flying tasks. Two F-106 pilots confessed: We have written all the specs, but we don't follow any of those rules. That is not the way we fly. When pressed to write down the rules they actually follow, they replied: We don't follow any rules, we just know what to do. This pattern repeated across firefighters and other experts. Expertise is not about incorporating rules.”— Gary Klein
p. 4
Psychology & Behavior · Leadership & Management
DUR_ENDURING
Expertise lives in tacit knowledge, not checklists
“A 1989 study on prospective hindsight found that giving people the perspective of a future situation where something counterfactual has occurred opens up access to kinds of thinking and speculation that people ordinarily wouldn't engage in. Klein's metaphor: during an eclipse, when the moon blocks out the sun, you see the corona and trails streaming out. It is gorgeous, but all invisible because the sun is so blinding under normal conditions.”— Gary Klein
p. 12
Psychology & Behavior · Strategy & Decision Making
DUR_ENDURING
Eclipse metaphor: block the obvious to see hidden
“Paul Johnson ran a PreMortem on a project launch with 27 people in the room. They wrote 27 things down on the first pass. Five of them were path critical. Of those five, Johnson as team leader had only thought of one. He was blown away. Five items they had already considered. Then five that were path critical, like the Air Force computer issue, that would kill the project. He hadn't thought of four as team leader, and they hadn't surfaced them in a very long planning process.”— Paul Johnson
p. 17
Strategy & Decision Making · Leadership & Management
DUR_ENDURING
27 people revealed 5 path-critical issues leader missed
“PreMortems fail when the leader doesn't have buy-in. Then the leader comes up with something trivial and everybody knows they have to not surface their prime concerns and choose something safer and minor. PreMortems also fail when the facilitator asks, What could go wrong with the plan? That is the wrong approach. That is typical critiquing. You cannot say what could go wrong. You say, I am looking at a crystal ball, the plan has failed, there is no doubt. That changes the mindset.”— Gary Klein
p. 11
Strategy & Decision Making · Leadership & Management · Psychology & Behavior
DUR_ENDURING
Wrong framing kills PreMortem effectiveness entirely
“Klein ran a study with seven four-person teams doing a garden path exercise where initial information misled them and subsequent cues indicated something else. None of the seven teams got off the garden path. The initial assumption held for the entire session. But each person kept a diary of what they were thinking. In every team, at least one or two people had noticed the anomalies and worried about them. The knowledge was in the team, in the subconscious of the team, but nobody said anything.”— Gary Klein
p. 16
Psychology & Behavior · Leadership & Management
DUR_ENDURING
Knowledge exists in team but stays unspoken
“Klein compared PreMortems to other risk mitigation methods. Devil's advocates: only one study tried to evaluate their effect. It found devil's advocates were significantly worse than not using one. Reason: you don't know if the person is raising genuine concerns or just playing their role, so it is easy to discount them. Also, having a devil's advocate means you outsource criticism and don't have to be critical yourself.”— Gary Klein
p. 19
Strategy & Decision Making · Leadership & Management · Psychology & Behavior
DUR_ENDURING
Devil's advocates make groups worse, not better
“Klein's company grew to 37 people and noticed some projects went well while others didn't. Postmortems after project completion helped future projects but didn't help the finished one. They moved the analysis forward to the kickoff meeting. The analogy: a medical postmortem benefits the physician and family but not the patient, because the patient is dead. A PreMortem anticipates what could happen at the project start, so the project itself benefits.”— Gary Klein
p. 8
Strategy & Decision Making · Operations & Execution
DUR_ENDURING
Move postmortem forward to save the project
“Two minutes for writing reasons is trial and error calibrated. One minute left people frustrated because they were still writing when time was called. Three minutes meant people finished early and were twiddling their thumbs, reducing room energy. Two minutes is the sweet spot. The project lead goes first because people don't know how candid to be and the leader sets the example. If the leader picks something frivolous or trivial, that tells people not to take it seriously.”— Gary Klein
p. 11
Leadership & Management · Psychology & Behavior
DUR_ENDURING
Timing and sequence calibrated through trial and error
Frameworks (3)
Recognition-Primed Decision Model
How Experts Make Decisions Under Time Pressure
A decision-making framework that describes how experts use pattern recognition to rapidly assess situations and mentally simulate solutions, rather than comparing multiple options against evaluation criteria. The model consists of pattern recognition, situation assessment, mental simulation, and action or iteration.
Components
- Pattern Recognition
- Situation Assessment
- Mental Simulation
- Action or Iteration
Prerequisites
- Domain expertise
- Tacit knowledge development
- Experience with mental simulation
Success Indicators
- Rapid situation assessment
- High first-choice success rate
- Ability to articulate why decision felt right
Failure Modes
- Insufficient experience leading to poor pattern matching
- Overconfidence in pattern match
- Context shift invalidating pattern library
ShadowBox Training Method
Seeing the World Through Expert Eyes
A scenario-based training approach where learners compare their perception and judgment to that of multiple experts who have previously analyzed the same scenario. By revealing what experts noticed and how they interpreted it, trainees develop the perceptual skills underlying expertise without requiring direct expert mentorship.
Components
- Scenario Presentation
- Decision Point Pause
- Individual Response
- Expert Comparison
- Reflection Loop
Prerequisites
- Access to domain experts
- High-quality scenarios
- Platform for delivery
Success Indicators
- Trainee perception patterns converge toward expert patterns
- Reduced time to competence
- Improved decision quality
Failure Modes
- Poor scenario quality
- Experts not calibrated
- Insufficient repetition
- Focus on rankings not perception
PreMortem Risk Assessment
Anticipating Project Failure Before Execution
A structured process for identifying project risks by having the team imagine the project has already failed and work backward to determine causes. The method leverages prospective hindsight to surface concerns that would remain unspoken in traditional planning, creating psychological safety for candid risk discussion.
Components
- Frame the Failure
- Individual Silent Writing
- Leader Goes First
- Round-Robin Capture
- Mitigation Phase
- Leader Synthesis
Prerequisites
- Leader buy-in and willingness to model candor
- Team assembled and ready to execute plan
- Physical or virtual space for visible list capture
Success Indicators
- 5+ path-critical issues surfaced that weren't in planning discussions
- Junior team members contributing substantively
- Team references PreMortem insights during execution
- Reduced overconfidence
- Increased candor in subsequent meetings
Failure Modes
- Leader lacks buy-in and goes through motions
- Asking what could go wrong instead of stating failure
- Not giving exactly two minutes for writing
- Skipping around table or letting people dominate
- Trying to solve problems in the meeting instead of capturing them
Mental Models (5)
Tacit Knowledge
PsychologyKnowledge that cannot be easily articulated or transferred through instruction.
In Practice: Fighter pilots explaining they don't follow the written rules but just know what to do
Demonstrated by Leg-gk-001
Temporal Reframing
TimeChanging the temporal perspective from which a problem is viewed to gain new ins
In Practice: Klein realizing that moving postmortem analysis to the kickoff meeting allows th
Demonstrated by Leg-gk-001
Prospective Hindsight
PsychologyA cognitive technique where imagining that an event has already occurred increases the ability to identify reasons why it might occur.
In Practice: 1989 study showing that assuming a counterfactual future has occurred opens access to thinking
Demonstrated by Leg-gk-001
Groupthink
PsychologyA psychological phenomenon where the desire for harmony in a group results in dysfunctional decision-making.
In Practice: Garden path study where every team had members who noticed anomalies but nobody spoke up
Demonstrated by Leg-gk-001
Recognition-Primed Decision Making
Decision MakingA decision-making model where experts use pattern recognition to rapidly assess situations and identify a course of action, then use mental simulation to evaluate it, rather than generating and comparing multiple options. Based on experience and intuition more than analytical comparison.
In Practice: Klein describing his research on how experts actually make decisions under time pressure
Demonstrated by Leg-gk-001
Connective Tissue (1)
Solar eclipse revealing the corona
During a solar eclipse, the moon blocks the sun's overwhelming brightness, revealing the corona and trails of plasma streaming from the sun that are normally invisible. Klein uses this as a metaphor for the PreMortem: normal enthusiasm for a plan is like the sun's blinding light, making it impossible to see problems. The PreMortem acts like the eclipse, temporarily blocking the enthusiasm so that warning signs and concerns can become visible. The beauty of the corona represents the valuable insights that were always there but couldn't be perceived until the dominant signal was suppressed.
Klein explaining why prospective hindsight works by comparing it to viewing a solar eclipse
Key Figures (3)
Paul Johnson
15 mentionsFormer Investor and Professor of Finance
Paul Sonkin
12 mentionsFormer Investor and Professor of Finance
Neil Hintze
1 mentionsRetired New York Fire Department Battalion Commander
Developed the ShadowBox training technique in the wake of the 9/11 attacks.
- Created ShadowBox method after 9/11 to train for unforeseeable situations
Glossary (3)
tacit
VOCABULARYUnderstood without being stated; implied knowledge not easily articulated
“Expertise is not about incorporating all the rules. Expertise is about building tacit knowledge.”
corona
DOMAIN_JARGONThe outer atmosphere of the sun, visible during a total eclipse
“When the eclipse occurs and the moon blocks out the sun, you see the corona.”
garden path
DOMAIN_JARGONA misleading scenario that leads people down an incorrect path of reasoning
“We ran seven teams through a garden path exercise.”
Key People (2)
Neil Hintze
Retired NYFD Battalion Commander who developed ShadowBox training
Bryce Hoffman
Author of Red Teaming book
Concepts (5)
Instructional System Design
CL_TECHNICALSystematic methodology for developing training by breaking tasks into components
mental simulation
CL_PSYCHOLOGYCognitive process of imagining action execution in context to evaluate likely outcome before acting
prospective hindsight
CL_PSYCHOLOGYLooking backward from an imagined future to identify causes more easily than looking forward
devil advocate
CL_STRATEGYPerson assigned to argue against proposals to test robustness
red team
CL_STRATEGYOutside expert group brought in to critique plans from adversarial perspective
Synthesis
Synthesis
Migrated from Scholia