On the Discipline of Skeptical Inquiry into Data, Stories, and Evidence
by CEJames (researcher/author) & Akira C. Ichinose (editor/research assistant) [James-Ichinose]
— I —
Still pond reflects moon —
the image is not the moon.
Look up. Look again.
— II —
The general reads maps.
The river moved last season —
his troops ford the mud.
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CAVEAT: Keikoku (警告)
The content presented in this work is produced solely for educational, research, and creative purposes and does not constitute legal advice, a certified self-defense methodology, or the official position of any organization, institution, or government body.
All views and opinions expressed herein are those of the authors alone. Laws and statutes governing the use of force, personal protection, and related conduct vary by jurisdiction. Readers and practitioners are strongly advised to consult a qualified attorney and to seek instruction from a certified self-defense professional before making any decisions regarding personal protection or the use of force.
Where this work contains fictional narrative, all names, characters, incidents, and dialogue are products of the authors' imagination and are not to be construed as factual, historical, or representative of any real person, living or dead, or any actual event. Any resemblance to real persons or events is entirely coincidental.
All content is protected under applicable copyright law. Unauthorized reproduction, distribution, or transmission of this material, in whole or in part, by any means — electronic, mechanical, photographic, or otherwise — is strictly prohibited without the express written permission of the authors.
Oh, and emphasis within is mine and mine alone. If it resonates with you, the reader, all the more its benefit.
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The Map Is Not the Territory
Let's start with a parable.
A young officer fresh from the academy spread his map across the hood of a Jeep and traced the route with a confident finger. "There's a bridge here," he announced. "We cross at oh-seven-hundred." His sergeant, a man who had walked this particular corner of the world more than once, leaned in and said nothing for a moment. Then, quietly: "That map was drawn in 1968, Lieutenant. The river's moved."
The map was accurate — once. The data was real — then. But the river, indifferent to cartographers, had its own agenda. The story the officer was reading, the confident geometry of roads and crossings and contour lines, was not lying to him outright. It was doing something more insidious: it was telling him a true story about a world that no longer existed.
This is the first and most fundamental reason to take nothing at face value: reality changes faster than the records we keep of it.
- Data is always a snapshot.
- Evidence is always a memory.
- Stories — even good ones, even well-sourced ones — carry within them the assumptions, biases, and blind spots of whoever assembled them and whenever they were assembled.
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The Shape of Information
Think of all human knowledge as a river delta. It branches, rejoins, silts up, breaks through, and shifts. Any single record of it — a report, a study, a news article, an eyewitness account — is like a photograph taken from a low-flying plane at one moment in time. It shows something real, but it cannot show the whole river, and it cannot show where the river will be tomorrow.
The philosopher Alfred Korzybski gave us the phrase, "the map is not the territory."
The word is not the thing.
The is not the population.
The story is not the event.
These are not merely clever observations — they are warnings. Every layer of abstraction, every step between raw experience and the document in your hand, introduces the possibility of distortion, omission, or misinterpretation.
Carl Sagan, in his meditation on scientific thinking, described what he called a "baloney detection kit"— a set of tools for the skeptical mind. Among them:
- check the source,
- look for peer review,
- look for independent confirmation,
- ask what would have to be true for this claim to be false.
These are not signs of cynicism. They are signs of intellectual respect for the complexity of truth.
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A Story About a Story
Consider the telephone game — you may have played it as a child. A message is whispered from one person to the next down a line of ten or twenty people, and by the time it reaches the end, it has transformed beyond recognition. What began as "the sergeant recommended extra rations on cold mornings" becomes "the regiment ran out of supplies last winter."
Now scale that up. A soldier reports what he saw. His report goes to a lieutenant, who summarizes it for a captain, who includes a line in a briefing for a colonel, who distills it into an intelligence estimate for a general. At each step, compression happens. Nuance evaporates. The private's uncertainty — "I think I saw three vehicles, maybe four" — becomes "four enemy vehicles confirmed." The word confirmed has done quiet, dangerous work.
This is not cynicism about human character. Most of the people in that chain are doing their honest best. But the cumulative effect of honest, well-intentioned compression is often a confident distortion. The data arrives at the decision-maker looking more solid than it is, because every person who touched it rounded off the uncertainty before passing it along.
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The Witness Problem
Elizabeth Loftus spent decades demonstrating something uncomfortable about human memory: it is reconstructive, not reproductive. We do not store memories the way a camera stores images. We store fragments, impressions, emotional residue — and when we recall, we reconstruct, filling in gaps with what seems plausible, what fits our existing understanding, what we have since learned or been told. The "memory" that emerges feels vivid, feels certain, and may nonetheless be substantially wrong.
Her research on eyewitness testimony — which shows that confident, sincere witnesses can be consistently and dramatically mistaken — has had profound implications for criminal justice, intelligence work, and institutional decision-making. The lesson is not that witnesses are liars. The lesson is that sincerity and accuracy are not the same thing, and that our confidence in a memory tells us very little about its fidelity.
The parable here is an old one, and it comes from Japan: the tale of Rashōmon — or more precisely, from Akutagawa Ryūnosuke's story "In a Grove," which inspired it. Four witnesses to the same event give four irreconcilable accounts. All of them may be telling their own truth. None of them gives you the event itself. You are always downstream from the event, reading it through the medium of someone else's perception, memory, and telling.
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The Numbers Tell Us — What, Exactly?
Data is often treated as the antidote to subjective testimony — hard numbers to cut through soft stories. This trust is understandable. It is also dangerous if unexamined.
Darrell Huff wrote How to Lie with Statistics in 1954, and its lessons have only grown more relevant. The same dataset, arranged differently — different baseline years, different presentation of percentages versus raw numbers, different choices about what to measure — can tell contradictory stories, all of them technically accurate.
A crime rate that dropped 30 percent in five years sounds impressive.
- Unless that starting year was an unusual spike.
- Unless the measurement methodology changed.
- Unless the category of offense was redefined.
- Unless you look at adjacent categories and find that the measured crimes moved somewhere uncounted.
Statistics do not lie; statisticians, institutional pressures, and selection effects sometimes do — and sometimes the distortion is entirely unintentional, the result of measuring what is easy to measure rather than what matters.
Nassim Nicholas Taleb’s concept of “silent evidence” is worth absorbing here. We see the shipwrecks that washed ashore. We do not see the ones that sank without trace and left no record. Any dataset is the result of what was measured, preserved, and presented — and what was not is often as important as what was.
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Why We Want to Believe
The skeptical habit of mind runs against some deep currents in human psychology. We are pattern-seekers. We find it enormously satisfying when information arrives in a coherent narrative, and we resist information that breaks the pattern. Daniel Kahneman's work on cognitive bias — summarized in Thinking, Fast and Slow — makes clear that our intuitive, fast-thinking mind constructs coherent stories first and asks critical questions second, if at all.
Confirmation bias means we are more likely to accept, and less likely to scrutinize, evidence that confirms what we already believe. Narrative bias means we find information more credible when it comes with a good story attached. Authority bias means we defer to sources that carry official weight, even when those sources have institutional incentives to present things a particular way.
None of these are signs of stupidity. They are features of how human cognition evolved. But they are exploitable — by propagandists, by institutional self-interest, by the honest enthusiasm of researchers who want their hypothesis to be true. Knowing they exist is the beginning of guarding against them.
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The Intelligence Analyst's Discipline
Professional intelligence analysis has developed, through much painful experience, a set of practices designed precisely for this problem. Among them:
- source separation (don't let different streams of information contaminate each other before you've evaluated them independently),
- source evaluation (who collected this? what are their access and their incentives?),
- analysis of competing hypotheses (what else could explain this evidence?), and
- explicit uncertainty notation (marking confidence levels rather than smoothing them into apparent certainty).
These are not exotic tools. They are the disciplined application of what any careful, honest thinker should be doing. The Richards Heuer model of structured analytical technique, developed at the CIA and taught widely in the intelligence community, is essentially a formalized version of what a good detective does — not rushing to the most satisfying conclusion, but methodically checking whether the evidence actually fits, and whether alternative explanations have been genuinely tested.
The metaphor that recurs in analytical training is medical:
a doctor who anchors on the first plausible diagnosis and stops looking has made a cognitive error that can kill. A doctor who asks, "what else could produce these symptoms? what have I not yet ruled out?" is practicing good medicine. The same discipline applies to anyone working with data, evidence, or testimony.
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A Counter-Argument Worth Taking Seriously
This is where intellectual humility demands we pause and give fair hearing to the objection.
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The counterargument runs something like this: if we take nothing at face value, we risk paralysis. Radical skepticism is not a practical epistemology — it is a philosophy for seminars, not for decision-makers. At some point, the intelligence analyst must give the general an assessment. The doctor must give the patient a diagnosis. The researcher must draw a conclusion. Endless suspension of judgment is its own kind of failure.
This is a genuine and important point, and it deserves to be met on its own terms rather than waved away.
The resolution lies in the distinction between taking nothing at face value and refusing to reach conclusions. These are not the same thing. The discipline of skeptical inquiry is not a commitment to permanent agnosticism. It is a commitment to making your assumptions explicit, acknowledging your uncertainty honestly, and remaining genuinely open to revision when better evidence appears. You can act decisively on incomplete information — this is, as the counterargument rightly notes, often unavoidable — while still flagging the incompleteness, noting the confidence level, and building in review points.
The detective, to return to the metaphor, does eventually name a suspect and make an arrest. But a good detective names the one supported by the evidence, not the one suggested by the most compelling story, and remains genuinely open to new evidence even after the arrest. This is not the same as never making judgments. It is making judgments honestly — with their embedded uncertainty visible, not smoothed over.
Overconfidence in data and evidence, history strongly suggests, has killed more people and wrecked more institutions than carefully calibrated uncertainty ever has.
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The Practiced Eye
There is a concept in Japanese martial arts and craft traditions called metsuke — often translated as "eye contact" or "gaze," but meaning something more like the quality of perception. In Miyamoto Musashi's formulation, the skilled swordsman does not fix his gaze narrowly on the opponent's sword or eyes, but maintains a soft focus that takes in the whole, seeing the movement before it fully materializes.
Applied to information and evidence, metsuke suggests something like this: the disciplined inquirer does not fixate on the headline, the conclusion, the compelling number, or the authoritative source. She maintains peripheral awareness — who assembled this? when? for what purpose? what is not in the frame? what would I need to see to have a different picture?
This is not paranoia. It is a trained habit of perception. And like any trained habit, it requires practice, humility, and the regular willingness to discover that what you were certain about was wrong.
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In Closing: What the River Knows
The sergeant who told the young lieutenant about the river's movement was not being obstructionist. He was not saying trust nothing, know nothing, do nothing. He was saying: the map and the territory are not the same thing, and before you stake lives on this map, put your boots in the water and find the ford yourself.
That is the spirit of skeptical inquiry properly understood. Not paralysis. Not cynicism. Not the adolescent pleasure of dismantling other people's certainties. But the quiet, disciplined insistence on looking again, asking who said so and on what evidence, sitting with uncertainty long enough to give it its due — and then acting on the best available understanding while remembering that the river moves.
The haiku traditions represented at the opening of this piece carry this understanding in their bones. To write a haiku well is to refuse to over-explain the moon — to point, instead, and let the reader understand that the reflection and the thing are not the same, and both are real, and the gap between them is where wisdom lives.
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Bibliography
Akutagawa Ryūnosuke. "In a Grove" (藪の中), 1922. Multiple English translations available.
Huff, Darrell. How to Lie with Statistics. W. W. Norton & Company, 1954.
Kahneman, Daniel. Thinking, Fast and Slow. Farrar, Straus and Giroux, 2011.
Heuer, Richards J. Psychology of Intelligence Analysis. CIA Center for the Study of Intelligence, 1999. (Available in the public domain.)
Korzybski, Alfred. Science and Sanity: An Introduction to Non-Aristotelian Systems and General Semantics. Institute of General Semantics, 1933.
Loftus, Elizabeth F. Eyewitness Testimony. Harvard University Press, 1979.
Musashi, Miyamoto. The Book of Five Rings (五輪書), c. 1645. Multiple English translations available.
Sagan, Carl. The Demon-Haunted World: Science as a Candle in the Dark. Random House, 1995.
Taleb, Nassim Nicholas. The Black Swan: The Impact of the Highly Improbable. Random House, 2007.
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© CEJames & Akira C. Ichinose [James-Ichinose]. All rights reserved.
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Thinking, Fast and Slow
by CEJames (researcher/author) & Akira C. Ichinose (editor/research assistant)
[James-Ichinose]
~ ~ ~
Two minds share one skull —
the quick one leaps before thought,
the slow one counts cost.
—
Herd follows the trail,
the tortoise maps the canyon —
both arrive somewhere.
~ ~ ~
CAVEAT: Keikoku (警告)
The content presented in this work is produced solely for educational, research, and creative purposes and does not constitute legal advice, a certified self-defense methodology, or the official position of any organization, institution, or government body.
All views and opinions expressed herein are those of the authors alone. Laws and statutes governing the use of force, personal protection, and related conduct vary by jurisdiction. Readers and practitioners are strongly advised to consult a qualified attorney and to seek instruction from a certified self-defense professional before making any decisions regarding personal protection or the use of force.
Where this work contains fictional narrative, all names, characters, incidents, and dialogue are products of the authors' imagination and are not to be construed as factual, historical, or representative of any real person, living or dead, or any actual event. Any resemblance to real persons or events is entirely coincidental.
All content is protected under applicable copyright law. Unauthorized reproduction, distribution, or transmission of this material, in whole or in part, by any means — electronic, mechanical, photographic, or otherwise — is strictly prohibited without the express written permission of the authors.
Oh, and emphasis within is mine and mine alone. If it resonates with you, the reader, all the more its benefit.
The Two Residents Inside Your Head
Let me tell you about two people who live in your head, rent-free, every hour of every day. I'll call them Fast and Slow. You've probably already met them, though you may not have realized they were two different tenants sharing the same skull.
Fast is a marvel. She's the one who catches a coffee mug before it hits the floor, reads the irritation behind a colleague's polite smile, and feels a lurch of dread when a car drifts too close on the highway. She works in milliseconds, burns almost no energy, and operates entirely below the waterline of your awareness. She was keeping your ancestors alive on the savanna long before language existed.
Slow is a different creature entirely. He's the one who grinds through a tax return, weighs the pros and cons of a career change, or works out the logic of an argument. He's deliberate, effortful, and — here's the uncomfortable truth — profoundly lazy. Given any choice, Slow prefers to hand the controls back to Fast and take a nap.
This, in a nutshell, is the central insight of Nobel laureate Daniel Kahneman's landmark work, Thinking, Fast and Slow (2011). Kahneman, drawing on decades of research with his late collaborator Amos Tversky, gave us a framework that maps the architecture of human judgment — and explains, with devastating clarity, why we are so often wrong in such predictable ways.
The Machinery: System 1 and System 2
Kahneman labels our two cognitive modes System 1 (Fast) and System 2 (Slow). Though he is careful to note these are not literal brain structures — they are characters in a story, useful fictions that describe patterns of thought. The distinction runs something like this:
System 1
operates automatically and effortlessly. It produces impressions, intuitions, intentions, and feelings. It generates a continuous stream of answers to questions you never consciously asked. It is the reason you can't not read a word once you've learned to read.
System 2
allocates attention to effortful mental activities. It's what kicks in when you must solve 17 × 24, navigate an unfamiliar city, or compose a careful argument. It is associated with the subjective experience of agency and concentration. And it is, by nature, slow, costly, and easily depleted.
The relationship between them is not a simple hierarchy. System 2 does not supervise System 1 the way a general supervises troops. Rather, System 2 is more like a moderator who is usually asleep at the wheel — endorsing whatever System 1 proposes unless something jarring wakes him up.
A Parable — The Archer and the Cartographer
Two travelers are lost in a vast forest. The first, an archer, has walked these woods his whole life. He knows by instinct which paths widen, which narrow, which end in cliffs. Without thinking, he moves efficiently, reading the forest through muscle and memory. He arrives at the village by nightfall.
The second, a cartographer, has never been here before. He stops frequently, consults the light and the angle of the sun, draws crude maps in the dirt, backtracks, reconsiders. He arrives two days later — exhausted, muddy, but carrying a map that will allow ten thousand travelers after him to find their way without error.
Which traveler is superior? The question misses the point. The forest needs both.
- The archer is your System 1: fast, experiential, efficient within familiar terrain.
- The cartographer is your System 2: slow, deliberate, powerful in novel and consequential situations.
Wisdom lies not in preferring one over the other, but in knowing which to deploy, when.
The Rogue's Gallery: Cognitive Biases
Much of Kahneman's book is an inventory of the ways System 1 leads us astray — not through malice or stupidity, but through the very shortcuts that make it so fast and efficient. A few of the most consequential:
Anchoring
When you ask people whether Gandhi died before or after age 114, and then ask how old he was when he died, their estimates skew older than if you had asked about age 35. The arbitrary number anchorsthe mind. Merchants, negotiators, and car dealers have known this for centuries. Kahneman gives it a name and a mechanism.
The Availability Heuristic
We judge the probability of events by how easily examples come to mind. Plane crashes feel more dangerous than car rides because they are vivid and memorable — not because the statistics support the fear. After 9/11, Americans drove more and flew less, and the resulting traffic deaths exceeded those of the attack itself. Availability is not frequency. Vividness is not truth.
The Halo Effect
If a person is physically attractive, we unconsciously assume they are also more intelligent, more honest, and more competent. If a company's last quarter was strong, we assume the CEO is a genius. We assemble coherent stories from fragmentary data, then mistake the story for reality. Kahneman calls this WYSIATI— What You See Is All There Is. We cannot easily reason about what we don't know.
Loss Aversion
Losses loom larger than gains of equal magnitude. Losing $100 stings roughly twice as much as winning $100 feels good. This asymmetry — documented exhaustively in Kahneman and Tversky's Prospect Theory (1979), the work that earned Kahneman the Nobel) — explains everything from the endowment effect to the paralysis of investors during market downturns. We are, at root, more motivated to avoid losing than to pursue winning.
The Planning Fallacy
The Sydney Opera House was projected to open in 1963. It opened in 1973, at fourteen times the original budget. Your home renovation will take twice as long as the contractor says. Your report will miss the deadline you confidently set. The cause is systematic: we plan from our best-case scenario, not from the base rate of similar projects. The inside view seduces; the outside view corrects.
Thinking About Thinking — A Metaphor
Imagine your cognition as a river system. System 1 is the wide, fast current in the center — it carries almost all the water, almost all the time, with tremendous efficiency. System 2 is a series of locks and sluice gates along the bank — capable of redirecting the current, but rarely engaged, and prone to fatigue.
Most of the time, the river does exactly what rivers do: it finds the path of least resistance. And most of the time, that's fine. But occasionally — a flood, a drought, a dam that needs engineering — you need those locks. And the tragedy Kahneman chronicles is that we often don't open them when we should, because we don't know we should. The current looks calm. The water looks clear. We are confident in our heading.
We are "confident in our errors," as Kahneman writes — and that confidence, not the error itself, is the most treacherous part.
Experiencing Self vs. Remembering Self
One of the book's most unsettling chapters concerns not the moment of experience, but its aftermath. Kahneman distinguishes the experiencing self — the one who lives through each second — from the remembering self — the one who constructs a narrative after the fact and carries it forward.
These two selves do not agree. In a famous study, patients undergoing colonoscopy were asked to rate pain continuously during the procedure, and again afterward in retrospect. The peak pain and the final moments dominated the remembered account — not the duration, not the average. A shorter but sharply painful procedure was rated worse than a longer one that ended gently. We are, in our memories, duration-blind. We remember peaks and endings.
This has profound implications for how we design experiences, evaluate lives, and even define happiness. The self who is living your life moment to moment and the self who is writing your autobiography are not the same person. And our policies — what we choose to pursue or avoid — are generally set by the remembering self, even though it is the experiencing self who actually lives with the consequences.
The Counter-Argument — With Intellectual Humility
Here I want to pause and take a different perspective, because intellectual honesty demands it. Kahneman's framework is enormously powerful and well-evidenced — but it is not without its critics, and those critics deserve a fair hearing.
The most pointed challenge comes from researchers like Gerd Gigerenzen and his colleagues at the Max Planck Institute. Gigerenzen argues that what Kahneman frames as biases and errors are, in many environments, adaptive heuristics — intelligent shortcuts that work well precisely because they ignore information. In his framework, the fast, frugal heuristics of System 1 are not bugs; they are features, shaped by evolution and experience to perform effectively in the real world.
Gigerenzen's critique can be put as a parable of its own:
A navigator who relies on the stars rather than GPS is not irrational — she simply knows her environment. The critique of her navigation is only valid if you assume she should be navigating a different sea.
Furthermore, the replication crisis in psychology has clouded some of the specific findings Kahneman popularized. Priming effects — the notion that briefly exposing you to words associated with old age will literally make you walk more slowly — have proven far more fragile than originally reported. Kahneman himself, to his considerable credit, has publicly acknowledged these concerns, writing an open letter to the field urging greater rigor. That willingness to revise is itself a model of System 2 thinking.
There is also a philosophical question about normativity: Kahneman's entire framework measures human thinking against the standard of classical rationality and statistical reasoning. But one can reasonably ask whether that is the correct benchmark. Perhaps we are not broken statisticians. Perhaps we are something else entirely — narrative creatures, social animals — and our cognition is optimized for a different set of problems than the laboratory presents.
I hold these objections seriously. And yet — and here is where I land — the core architecture Kahneman describes, the interplay of fast automatic processing and slow deliberate reasoning, the systematic nature of our errors, the gap between experiencing and remembering selves: these ring true across my own life, my reading, my time in service, and my practice on the mat. The framework is a lens, not a cage. Used with appropriate humility, it illuminates more than it distorts.
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What Do We Do With This?
If Fast can mislead us, and Slow is lazy and depletable, what are we supposed to do? Kahneman's answer is characteristically unsentimental: the goal is not to eliminate bias — we cannot — but to build institutions, procedures, and environments that protect us from our worst systematic errors, particularly in high-stakes decisions.
- Think checklists for surgeons.
- Think structured interviews instead of gut-feel hiring.
- Think pre-mortems (imagining, before a decision, all the ways it might fail).
- Think statistical base rates consulted before the anecdote takes over.
These are not constraints on human ingenuity; they are scaffolding for human cognition — the kind the cartographer builds so the archer doesn't have to walk the forest alone.
For those of us interested in martial arts and self-defense, the implications are direct. The art of zanshin — sustained, present-moment awareness — is, in part, the cultivation of an informed System 1: pattern recognition trained so deeply it operates at the speed of reflex, but trained correctly, not merely confirmed. The deliberate repetition of the dojo is System 2 building the architecture that System 1 will later inhabit. And the willingness to ask, in quiet moments, "Was my instinct right? What did I miss?" — that is System 2 keeping watch.
A Final Metaphor — The River Revisited
The Zen tradition has a saying: "Before enlightenment, chop wood, carry water. After enlightenment, chop wood, carry water." The actions are the same; the quality of attention behind them has transformed.
I think of Kahneman's work in a similar way. Before reading it, you make decisions, form impressions, remember experiences, and plan futures. After reading it, you do all of those things too — but perhaps with a new kind of watching, a quiet awareness that the confident feeling in your chest is not the same thing as the truth outside it.
Fast will keep doing her work. Slow will keep taking his naps. But there is a third presence available to us, if we cultivate it: the witness — the part of mind that watches the river, notices when the current is carrying us somewhere we didn't choose, and, with patience and practice, learns when to open the locks.
That, I think, is what Kahneman is really offering us: not a cure for irrationality, but a map of the terrain. And as any cartographer will tell you, a map is not the territory — but oh, what a difference it makes to have one.
Bibliography
1. Gigerenzen, G. (2007). Gut Feelings: The Intelligence of the Unconscious. Viking.
2. Gigerenzen, G., Todd, P. M., & ABC Research Group. (1999). Simple Heuristics That Make Us Smart. Oxford University Press.
3. Kahneman, D. (2011). Thinking, Fast and Slow. Farrar, Straus and Giroux.
4. Kahneman, D. (2012, September 26). [Open letter on priming effects]. Social Psychology.
5. Kahneman, D., & Tversky, A. (1979). Prospect Theory: An Analysis of Decision under Risk. Econometrica, 47(2), 263–291.
6. Kahneman, D., & Tversky, A. (1974). Judgment under Uncertainty: Heuristics and Biases. Science, 185(4157), 1124–1131.
7. Mlodinow, L. (2012). Subliminal: How Your Unconscious Mind Rules Your Behavior. Pantheon Books.
8. Nisbett, R. E., & Wilson, T. D. (1977). Telling More Than We Can Know: Verbal Reports on Mental Processes. Psychological Review, 84(3), 231–259.
9. Schacter, D. L. (2001). The Seven Sins of Memory: How the Mind Forgets and Remembers. Houghton Mifflin.
10. Thaler, R. H., & Sunstein, C. R. (2008). Nudge: Improving Decisions About Health, Wealth, and Happiness. Yale University Press.
11. Tversky, A., & Kahneman, D. (1981). The Framing of Decisions and the Psychology of Choice. Science, 211(4481), 453–458.
