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← Thinking with a single model is a disastrous way to think and to…
17 connected korrents · 15 moments from 15 Jun 2012 to 15 Sept 2026.
Everything filed under mental models
mental models
Everything filed under design
design
Everything filed under mathematics
mathematics
Everything filed under LLMs
LLMs
Everything filed under simplicity
simplicity
Everything filed under AI alignment
AI alignment
Everything filed under innovation
innovation
Everything filed under humility
humility
Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject
Read this korrent: Thinking with a single model is a disastrous way to think and to operate in the world, so multiple models are needed
Thinking with a single model is a disastrous way to think and to operate in the world, so multiple models are needed
CM
Charlie Munger — holds since c. 1994 — tap for who they are
Same subject: With only one or two models in use, a person is liable to torture reality to fit them, or to think they fit — tap to centre the map on it
With only one or two models in use, a person is liable to torture reality to fit them, or to think they fit
CM
Charlie Munger — holds since c. 1994 — tap for who they are
Same subject: Thinking in terms of explicit mental-model checklists is less useful than focusing on the few lessons that keep proving important across many situations. — tap to centre the map on it
Thinking in terms of explicit mental-model checklists is less useful than focusing on the few lessons that keep proving important across many situations.
Last stated 7 years ago
28 Dec 2019
NR
Naval Ravikant — holds since 2019-12-28 — tap for who they are
Same subject: A mental model only helps if it is known well, practised, and applied in the right context at the right time. — tap to centre the map on it
A mental model only helps if it is known well, practised, and applied in the right context at the right time.
Last stated 10 years ago
by 6 Jul 2016
GW
Gabriel Weinberg — holds since 2016-07-06 — tap for who they are
Same subject: A model is better thought of as a living creature with a personality you must get to know than as a component you specify. — tap to centre the map on it
A model is better thought of as a living creature with a personality you must get to know than as a component you specify.
Last stated 2 months ago
27 Jul 2026
BC
Boris Cherny — holds since 2026-07-27 — tap for who they are
Same subject: A model may have a worldview of its own, but it can never be placed above a person under any circumstance. — tap to centre the map on it
A model may have a worldview of its own, but it can never be placed above a person under any circumstance.
Last stated 4 months ago
3 Jun 2026
KH
Kelsey Hightower — holds since 2026-06-03 — tap for who they are
Same subject: Models are very good at busy work but not at the actual ideas and design thinking, so good ideas are the currency these days. — tap to centre the map on it
Models are very good at busy work but not at the actual ideas and design thinking, so good ideas are the currency these days.
Last stated 2 months ago
4 Aug 2026
NP
Nate Parrott — holds since 2026-08-04 — tap for who they are
Same subject: A model you have to fine-tune for each thing you want it to do is not a general-purpose model. — tap to centre the map on it
A model you have to fine-tune for each thing you want it to do is not a general-purpose model.
Last stated 2 months ago
12 Aug 2026
CF
Chelsea Finn — holds since 2026-08-12 — tap for who they are
Same subject: A model can produce version two of a product that already exists, but the genuinely new version one still has to be made by people. — tap to centre the map on it
A model can produce version two of a product that already exists, but the genuinely new version one still has to be made by people.
Last stated 4 months ago
7 Jun 2026
TF
Tony Fadell — holds since 2026-06-07 — tap for who they are
Same subject: A persistently rising dividend yield eventually forces capital appreciation as the market rerates the stock. — tap to centre the map on it
A persistently rising dividend yield eventually forces capital appreciation as the market rerates the stock.
Last stated 7 months ago
3 Mar 2026
SB
Sanjay Bakshi — holds since 2026-03-03 — tap for who they are
Same subject: A proof and an explanation are different things, and a theorem can stay an unsolved expository problem long after it is proved. — tap to centre the map on it
A proof and an explanation are different things, and a theorem can stay an unsolved expository problem long after it is proved.
Last stated 3 months ago
30 Jun 2026
GS
Grant Sanderson — holds since 2026-06-30 — tap for who they are
Same subject: A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent. — tap to centre the map on it
A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent.
Last stated 3 months ago
30 Jun 2026
GS
Grant Sanderson — holds since 2026-06-30 — tap for who they are
Same subject: A CEO grading themselves a failure for their mistakes does not help; every CEO makes thousands of mistakes — tap to centre the map on it
A CEO grading themselves a failure for their mistakes does not help; every CEO makes thousands of mistakes
Last stated 14 years ago
15 Jun 2012
BH
Ben Horowitz — holds since 2012-06-15 — tap for who they are
Same subject: A designer's assumption about where a component belongs is a personal assumption and does not mean that the market or the users will react to the component that way. — tap to centre the map on it
A designer's assumption about where a component belongs is a personal assumption and does not mean that the market or the users will react to the component that way.
Last stated 6 months ago
2 Apr 2026
MS
Marvin Schwaibold — holds since 2026-04-02 — tap for who they are
Same subject: A designer's PRs should be very small and manageable if the designer is not comfortable reviewing or writing the code themselves. — tap to centre the map on it
A designer's PRs should be very small and manageable if the designer is not comfortable reviewing or writing the code themselves.
Last stated 4 months ago
26 May 2026
AM
Andy Madrick — holds since 2026-05-26 — tap for who they are
Same subject: A browser works better as a single window than as multiple separate windows. — tap to centre the map on it
A browser works better as a single window than as multiple separate windows.
Last stated 3 weeks ago
15 Sept 2026
CC
Chris Coyier — holds since 2026-09-15 — tap for who they are
Same subject: A business is more likely to fail from taking on too much complexity than from lacking resources. — tap to centre the map on it
A business is more likely to fail from taking on too much complexity than from lacking resources.
Last stated 8 years ago
29 Sept 2018
TG
Tren Griffin — holds since 2018-09-29 — tap for who they are
Same subject: A business succeeds through a small number of highly effective distribution channels, not many mediocre ones. — tap to centre the map on it
A business succeeds through a small number of highly effective distribution channels, not many mediocre ones.
Last stated 3 years ago
17 Feb 2024
AW
Adam Wiggins — holds since 2024-02-17 — tap for who they are
same subject or similar wording a cloud: claims about one subject, named for it bar: when it was last stated, on a scale from 2012 to today (stretched back to the oldest claim here) — full is today a face: someone who holds the claim — tap it for who they are
At the centre
Thinking with a single model is a disastrous way to think and to operate in the world, so multiple models are needed
Last stated c. 1994
Holds Charlie Munger
Read this korrent →
Similar wording
With only one or two models in use, a person is liable to torture reality to fit them, or to think they fit
Last stated c. 1994
Holds Charlie Munger
Similar wording
Thinking in terms of explicit mental-model checklists is less useful than focusing on the few lessons that keep proving important across many situations.
Last stated 28 Dec 2019 · 7 years ago
Holds Naval Ravikant
Similar wording
A mental model only helps if it is known well, practised, and applied in the right context at the right time.
Last stated by 6 Jul 2016 · 10 years ago
Holds Gabriel Weinberg
Similar wording
A model is better thought of as a living creature with a personality you must get to know than as a component you specify.
Last stated 27 Jul 2026 · 2 months ago
Holds Boris Cherny
Similar wording
A model may have a worldview of its own, but it can never be placed above a person under any circumstance.
Last stated 3 Jun 2026 · 4 months ago
Holds Kelsey Hightower
Similar wording
Models are very good at busy work but not at the actual ideas and design thinking, so good ideas are the currency these days.
Last stated 4 Aug 2026 · 2 months ago
Holds Nate Parrott
Similar wording
A model you have to fine-tune for each thing you want it to do is not a general-purpose model.
Last stated 12 Aug 2026 · 2 months ago
Holds Chelsea Finn
Similar wording
A model can produce version two of a product that already exists, but the genuinely new version one still has to be made by people.
Last stated 7 Jun 2026 · 4 months ago
Holds Tony Fadell
Same subject: mathematics
A persistently rising dividend yield eventually forces capital appreciation as the market rerates the stock.
Last stated 3 Mar 2026 · 7 months ago
Holds Sanjay Bakshi
Same subject: mathematics
A proof and an explanation are different things, and a theorem can stay an unsolved expository problem long after it is proved.
Last stated 30 Jun 2026 · 3 months ago
Holds Grant Sanderson
Same subject: mathematics
A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent.
Last stated 30 Jun 2026 · 3 months ago
Holds Grant Sanderson
Same subject: humility
A CEO grading themselves a failure for their mistakes does not help; every CEO makes thousands of mistakes
Last stated 15 Jun 2012 · 14 years ago
Holds Ben Horowitz
Same subject: humility
A designer's assumption about where a component belongs is a personal assumption and does not mean that the market or the users will react to the component that way.
Last stated 2 Apr 2026 · 6 months ago
Holds Marvin Schwaibold
Same subject: humility
A designer's PRs should be very small and manageable if the designer is not comfortable reviewing or writing the code themselves.
Last stated 26 May 2026 · 4 months ago
Holds Andy Madrick
Same subject: simplicity
A browser works better as a single window than as multiple separate windows.
Last stated 15 Sept 2026 · 3 weeks ago
Holds Chris Coyier
Same subject: simplicity
A business is more likely to fail from taking on too much complexity than from lacking resources.
Last stated 29 Sept 2018 · 8 years ago
Holds Tren Griffin
Same subject: simplicity
A business succeeds through a small number of highly effective distribution channels, not many mediocre ones.
Last stated 17 Feb 2024 · 3 years ago
Holds Adam Wiggins