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‘Strong Opinions, Weakly Held’ Doesn't Work That Well

290 点作者 shadowsun7将近 5 年前

58 条评论

jrockway将近 5 年前
&gt; this is not how the human brain works<p>To some extent, to succeed in the modern world, you have to override your instincts with a thought-out response to things. Whatever heuristics we&#x27;ve built up over thousands of years are interesting, but some of them don&#x27;t apply anymore. (If you were a prehistoric human and you encountered a beehive, you&#x27;d eat all the honey. But now you can get hundreds of beehives worth of honey in one trip to the grocery store, and your body&#x27;s not going to tell you to not eat it. It will tell you the opposite -- this tastes great! You just have to learn that it&#x27;s bad for your health and choose not to do it, no matter how good it would taste.)<p>Basically, the human brain is a neural network trained on very old data. Fortunately, it is also very adaptive and can ignore that training data with some conscious effort. You need to operate your brain in that mode more now than you did 10,000 years ago.<p>&quot;Strong opinions weakly held&quot; means &quot;argue your point but sometimes you&#x27;re going to lose.&quot; Evolution might not have rewarded losing over the course of millions of years, but whatever meeting you&#x27;re arguing in doesn&#x27;t have that kind of staying power. You can lose the argument and the human race will survive another generation. Whatever argument you&#x27;re having probably doesn&#x27;t matter in any meaningful sense. It&#x27;s not life or death.
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lambdatronics将近 5 年前
My take on &quot;strong opinions, weakly held:&quot; It&#x27;s about combating your own confirmation bias by being willing to do the work of re-examining your conclusions in the light of new evidence. It&#x27;s hard to do b&#x2F;c we get emotionally invested, and also because once you make a conclusion an assumption, it becomes implicit &amp; fades into the background -- so it&#x27;s harder to question.<p>On the flip side, it&#x27;s also about trusting your own reasoning above the crowd -- you are thus able to pick up the $20 bill on the ground instead of being sure it&#x27;s fake b&#x2F;c nobody else has picked it up already.
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redelbee将近 5 年前
I think a better headline for the post would have ended with “... doesn’t work that well for me.” The author tried the “strongly held” strategy, found it difficult, and decided to justify another strategy of asking “how much are you willing to bet on that?” instead.<p>Why not both? After all, deciding “how much to bet” is probably one kind of fairly strong opinion. It’s at least strong enough to bet on. Betting strategy changes as information changes, so maybe you could construe that bet (or strong opinion) as being loosely held.<p>I agree that pithy phrases shouldn’t be used to justify “strongly held bad opinions” but how are we even deciding what a “bad” opinion looks like?<p>In the end we probably all want to come to the most correct conclusions and be willing to change when presented with new information. How we get there probably doesn’t matter as much as a majority deciding it’s worth the time and effort to do so in the first place.
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gav将近 5 年前
There&#x27;s a type of exercise where you&#x27;re not asked &quot;I want to do $x, how do I achieve that?&quot; but instead are asked &quot;I don&#x27;t know what to do, can you find out?&quot; where the scope might be anywhere from &quot;pick an new ERP&quot; to &quot;reorganise the entire worldwide operations to be a more effective at all things digital&quot;.<p>If faced with such a wide open question you could do some research and start asking all the questions you think of, but you&#x27;re then just hoping to narrow in on something by luck. The &quot;Strong Opinions, Weakly Held&quot; method works well here, if within the first week you can learn enough to form some opinions, you now have some ideas to test against and disprove. You can start to decide on what information is important and what isn&#x27;t important, rather than trying to gather all the possible information and synthesize it later on.<p>If you have an opinion such as &quot;you should formulate a strategy to sell direct to the consumer instead of relying on distribution alone&quot; you have a starting point and have narrowed things down from &quot;how do we sell more things?&quot;. You might not have one opinion, you might have five. It takes experience to come up with opinions quickly when faced with limited data and potentially a large problem space.<p>It&#x27;s hypothesis-driven decision making. It does require both iteration and the willingness to let your original opinions go--kill your darlings.
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DoreenMichele将近 5 年前
I was unaware of the origin story for this phrase. I&#x27;ve mostly seen it used to duck actually arguing with people, a la this paragraph:<p><i>More generally, “strong opinions weakly held” is often a useful default perspective to adopt in the face of any issue fraught with high levels of uncertainty, whether one is venturing a forecast or not. Try it at a cocktail party the next time a controversial topic comes up; it is an elegant way to discover new insights — and duck that tedious bore who loudly knows nothing but won’t change their mind!</i><p>I think the original intent of &quot;strong opinion&quot; is <i>make a decisive conclusion without hemming and hawing.</i> In other words, if it looks like a duck and quacks like a duck, say &quot;Well, I believe it&#x27;s a duck&quot; but allow for the possibility that you are wrong and be willing to admit that <i>if evidence comes forth showing you are wrong.</i><p>I don&#x27;t operate that way. I have a high tolerance for ambiguity and I am more comfortable with the answer &quot;I don&#x27;t know&quot; than most people seem to be. Most people seem to have a tremendous need to categorize things and I think this is useful for such people: Go ahead, categorize it. Just don&#x27;t be overly committed to categorizing it. <i>Be willing to change your mind about it.</i><p>Most people fail at the &quot;Be willing to change your mind about it&quot; part.<p>Most people seem to use this phrase not as a rule of thumb for how to think their way through something -- which can take work and it helps if you go ahead and deal with whatever is in front of you and then take the next step -- but simply to deflect fightiness in online forums.<p>I&#x27;m happy to debate with people, but a lot of argumentation on the internet isn&#x27;t really intellectual debate trying to tease out the merits of an idea. It gets personal. It gets ugly. It is actually fighting, not debating, and we call both &quot;argument&quot; and do a poor job of distinguishing the two things.<p>So I have seen this phrase, but it was consistently used to basically say &quot;Don&#x27;t @ me!&quot; In other words, &quot;I want to go ahead and speak my mind in public to satisfy some need of mine, but I don&#x27;t really want to deal with other people not agreeing and all that. I just want to say a thing and that&#x27;s it.&quot;<p>I think the original idea has some merit -- go ahead and state firmly what you think it is <i>but be willing to change your mind</i> -- but that&#x27;s not what most people seem to use the phrase to mean. Not at all. And what it has come to mean is pretty lame.
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recursivedoubts将近 5 年前
I prefer &quot;weak opinions, strongly held&quot;, as in, &quot;I don&#x27;t know. And I am pretty sure you don&#x27;t either.&quot;<p>Won&#x27;t sell me any books, but it&#x27;s been my experience.
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ZephyrBlu将近 5 年前
&gt; In my experience, ‘strong opinions, weakly held’ is difficult to put into practice<p>I 100% agree when interacting with other people, but I think it&#x27;s still valuable for your personal growth if you&#x27;re intellectually honest with yourself.<p>&quot;How much are you willing to bet on that?&quot; is definitely a smart question to ask other people though.
owenversteeg将近 5 年前
This is one of these HN posts where the article is excellent and the comments are meh. Go read the article, everyone!
xtiansimon将近 5 年前
&gt; “Why does the framework not work very well?“<p>Framework? That’s just silly. It’s a turn of phrase that helps you change your attitude or approach a problem from a new direction.<p>“If at first you don’t succeed...” I suck. I’m never going to try again! Haha.<p>I didn’t know the origin of the phrase, and that’s a testament to its creativity.<p>As a life long learner, I found it useful in ways not related to the origin story. It helps me to overcome imposter syndrome.<p>I know a little bit about a lot of things, and a lot about a very few things. And I love solving problems with design thinking. Go for it. Feel confident about your knowledge if you have done the work, but know there are others who know more.<p>All that gets nicely summarized by Strong opinions, weakly held.
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notacoward将近 5 年前
&gt; it is quite difficult for the human mind to vacillate between one strong opinion to another.<p>For the specific subset of people in tech, I don&#x27;t believe this is true. How many times have you and someone else had a strong disagreement about the cause of a bug or design of a system, conclusively determined that one answer is correct, and then had the other person come back (usually after a small delay) acting as though they&#x27;d agreed with you all along? I&#x27;ve been seeing this for over thirty years. Half the time, the other person even tries to claim they came up with the idea on their own and everyone else was slow to pick it up. Same thing is frequently evident right here. It&#x27;s <i>easy</i> for some people to switch from one strong opinion to another, and the popularity of &quot;strong opinions weakly held&quot; makes it even easier.<p>I also think that SOWH is behind a lot of cargo culting and conspiracy theories. People want to get credit for being the <i>champion</i> of an idea, even if they don&#x27;t fully understand it or it has low odds of being correct, and the appeal increases with the challenge of convincing others. After all, if they&#x27;re wrong they can just switch sides and claim they&#x27;d been on the right side all along. If they&#x27;re right, it&#x27;s an <i>epic</i> victory (in their own minds at least).<p>Strength of belief is not inherently virtuous. It should be proportional to strength of evidence, not armor worn for the sake of a silly maxim. Strong belief in SOWH itself is an example of faith over empiricism.
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DarkWiiPlayer将近 5 年前
I don&#x27;t like the idea all that much. It seems close to how I operate instinctively, but somewhat neglects the coexisence of mutually exclusive ideas, which, I believe, is rooted in the poor choice of the word &quot;opinion&quot;.<p>The reality of human perception is that we never have absolute knowledge and can only operate on a framework of assumptions; when two possible assumptions are mutually exclusive, we often pick the most likely candidate and focus on that scenario.<p>This seems to be a reasonable methodology throughout most of human evolution, where decisions more often needed to be immediate.<p>In a modern world though, it seems like a way more helpful mental model is a superposition of scenarios and adequate responses to any of them; in conclusion, the only reasonably principle on which to make decisions would be maximizing the probability of being adequately prepared for the outcome of a situation, which can be simplified as &quot;Be prepared for as many likely outcomes as possible&quot;, or, more correctly, act in such a way that maximises the sum of the probabilities of all the outcomes you are adequately prepared for.<p>EDIT: I probably should have read the entire article before writing all that; just one paragraph after where I had stopped the author actually makes a very similar point.
gnicholas将近 5 年前
I understand what “weakly held” means, but what does the “strong opinions” part mean? I couldn’t get this from the post.<p>What would be an example of a weak opinion and a related strong opinion? Is this just the difference between “the 49ers will win most of their games this year” and “the 49ers will win the Super Bowl this year”?<p>If so, why is the latter preferred?<p>Edit: thanks for the downvote, perhaps you can help me understand what is meant by the term, or why you found my comment to be inappropriate?
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jakeogh将近 5 年前
There is an entire industry devoted to giving people strong opinions about stuff they have not researched themselves.<p>They hide behind the false idea that people are unable to evaluate evidence. They will chew it for us. As proof of this, they offer up endless anecdotes of others believing things that the viewer is really sure are either true or false. The most effective &#x27;bias hacks&#x27; are easily shown to be false; all that matters is that the viewer believe that &quot;other&quot; people hold that opinion.<p>A real test is who is willing to discuss it without getting emotional and derailing. The side that needs insulation does that for a reason.<p>Gaming confirmation bias is perhaps the 2nd most effective tool used to manipulate mass psychology.<p>Propaganda and Manipulation: How mass media engineers and distorts our perceptions <a href="https:&#x2F;&#x2F;www.youtube.com&#x2F;watch?v=Pfo5gPG72KM" rel="nofollow">https:&#x2F;&#x2F;www.youtube.com&#x2F;watch?v=Pfo5gPG72KM</a>
hn_throwaway_99将近 5 年前
I perhaps haven&#x27;t been using the phrase as originally intended, but I&#x27;ve always used the phrase &quot;strong opinions, loosely held&quot; when it comes to hiring and building a team, and I&#x27;ve found it incredibly useful.<p>The &quot;strong opinions&quot; part for me means hiring someone who not just has a lot of experience on some topic or technology, but they understand it at a very deep level. The strong opinions come from a place of perhaps having been burned hard by a particular technology or process (or, contrarily, loving a technology or tool for some reason), and being able to point out the 10 little details that turn out to be big issues in real-world usage.<p>The &quot;loosely held&quot; part to me means being able to trust that (a) you don&#x27;t know everything in all situations and (b) most importantly you&#x27;re willing to really listen to other people on the team and are open to the idea that you may be wrong.
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jonahbenton将近 5 年前
It&#x27;s terrible as a meme, and terrible as a culture guidepost for a big group.<p>It is only effective in the context of a closed small trusting group making decisions.<p>One needs to make decisions, often with laughably insufficient information. So make one and watch carefully and be able to reverse if evidence tells you differently. Only works if you already have a strong trust culture and relatively equal power.<p>Using that policy as a leader of a larger group with a necessarily weaker trust culture and unequal power fails terribly because it comes across as capricious, and irresponsible.
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jermier将近 5 年前
I do this on Hackernews sometimes. I just state my opinion, however weakly held, and wait for it to be torn apart, where I learn a lot, and all my biases are revealed to me. That&#x27;s how learning works: you challenge your own assumptions, or let your assumptions to be challenged by others.
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Dangeranger将近 5 年前
I&#x27;ve found this is a phrase loved by those who enjoy argument for its own sake, and who don&#x27;t have a very deep understanding of a particular subject matter.
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skybrian将近 5 年前
I think an approach of collecting questions rather than answers works well. If you&#x27;re really interested in a question then you should try to answer it, but be wary of accepting the first answer you see or think of.<p>I have questions that I&#x27;ve thought about for years, and some tentative hypotheses to go with them.<p>Inspired by: <a href="http:&#x2F;&#x2F;kiriakakis.net&#x2F;comics&#x2F;mused&#x2F;a-day-at-the-parkhttp:&#x2F;&#x2F;kiriakakis.net&#x2F;comics&#x2F;mused&#x2F;a-day-at-the-park" rel="nofollow">http:&#x2F;&#x2F;kiriakakis.net&#x2F;comics&#x2F;mused&#x2F;a-day-at-the-parkhttp:&#x2F;&#x2F;k...</a>
xref将近 5 年前
Honestly I rarely remember the full details of why I chose a particular tech. I did the deep research, picked what I believed to be the best tool, implemented and deployed it and now that tool is my baseline.<p>If you asked me a couple years later “why the hell did you chose that?!” I probably couldn’t give you many details that formed my opinion originally and couldn’t vociferously defend it by arguing minutiae of spec sheets. But I do know if you want to sell me on something new its gotta beat that baseline tool, not whatever opinions I might have had at the time of choosing.
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heisenbit将近 5 年前
For me the „strong opinion weakly held“ is a way of mental prototyping:<p>&gt; Allow your intuition to guide you to a conclusion, no matter how imperfect — this is the “strong opinion” part. Then – and this is the “weakly held” part – prove yourself wrong. Engage in creative doubt. Look for information that doesn’t fit, or indicators that pointing in an entirely different direction. Eventually your intuition will kick in and a new hypothesis will emerge out of the rubble, ready to be ruthlessly torn apart once again. You will be surprised by how quickly the sequence of faulty forecasts will deliver you to a useful result.<p>The author of the blog post however finds failure with it for guiding investments gradually, it failing when new information is discovered along the way. But that isn‘t the purpose, to guide one in small day to day adjustments. The purpose is to explore a not well known landscape for strategic decision making. To gather enough solid non trivial insight to make a well founded strategic decision. There are better tools for operational management once one has committed to a direction.<p>Strong opinions help me often to escape analysis paralysis. It also helps me to surface my premature judgements and transcend them.
bena将近 5 年前
I feel like a lot of these types of adages come back to try to convince humans to do one thing: Be Wrong.<p>And I don&#x27;t mean, deliberately make incorrect decisions, I mean, allow yourself to have made a mistake.<p>Some people get the reputation that they act like they know everything. You can even see some of those accusations creep up in various threads on this topic.<p>There are two major types of people who get that reputation. People who will never admit they&#x27;re wrong and people who will admit they&#x27;re wrong so fast, you don&#x27;t even notice they&#x27;ve changed their stance.<p>The first type of people think the second type is just doing what they&#x27;re doing. But no, the second type is more than willing to be wrong. They know that it&#x27;s going to happen. It goes back to Socrates, knowing you know nothing. Accepting that your knowledge is incomplete. There are no stakes for being wrong if you don&#x27;t put them up. The second type are also the type to not worry about laying blame about who is wrong. They just want to correct the mistake.<p>Be more concerned about <i>what</i> is wrong rather than <i>who</i> is wrong.
naveedn将近 5 年前
An great counterpoint to this argument comes from Allen Holub in his talk “#NoEstimates”.<p>The system of making bets does not translate well when communicating that to business folks and managers — which is why it’s largely non-existent for story pointing in agile environments. People are overly optimistic; they hear 80% and think 100%. Doing percentages isn’t foolproof either.
tunesmith将近 5 年前
I&#x27;ve thought along these lines recently and I think a better formulation for clear communication of opinions is:<p>1) State a complete argument with premises, reasoning, and conclusion<p>2) State whether you believe the argument to be true<p>3) Check your stated reasoning to the point that you believe it to be logically valid<p>4) Check your stated premises to the point that you believe them to be true.<p>I believe that by sharing our premises and our reasoning, we are not only offering some humility, but we&#x27;re also inviting respectful engagement. We express accountability by stating our beliefs. That way, if any of those are challenged, it means they&#x27;re being challenged on the merits and it helps us update our own point of view.<p>By stating an argument in that manner, that can be compared to stating it &quot;strongly&quot;, even if you are also welcoming input on the truth of your premises or the validity of your reasoning, which can be compared to &quot;weakly held&quot;.
ChrisMarshallNY将近 5 年前
This reminds me of this old (full-fat clickbait) article from Cracked: <a href="https:&#x2F;&#x2F;www.cracked.com&#x2F;article_19468_5-logical-fallacies-that-make-you-wrong-more-than-you-think.html" rel="nofollow">https:&#x2F;&#x2F;www.cracked.com&#x2F;article_19468_5-logical-fallacies-th...</a>
dwd将近 5 年前
It unfortunately doesn&#x27;t work because people in general don&#x27;t get that knowledge progresses and what may previously been considered a truth, no longer is - and that should be how it works because we learn and grow as a civilisation.[1]<p>But it&#x27;s not - people don&#x27;t accept that what they were told previously is no longer correct. A good example is the current arguments around mask wearing. By originally saying don&#x27;t wear masks, that has stuck and a lot of people think either you lied originally or you don&#x27;t know what you&#x27;re talking about - ideas made worse by being promoted for political gain.<p>[1] <a href="https:&#x2F;&#x2F;en.m.wikipedia.org&#x2F;wiki&#x2F;Half-life_of_knowledge" rel="nofollow">https:&#x2F;&#x2F;en.m.wikipedia.org&#x2F;wiki&#x2F;Half-life_of_knowledge</a>
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dack将近 5 年前
While I want to believe this post, I also wonder how long they have been doing the new technique (did i miss them mentioning that?). I say it because I wonder if &quot;percentage confidence&quot; is now the hard part, where humans are terrible at estimating such things.
asveikau将近 5 年前
&gt; For instance, Steve Jobs was famous for arguing against one position or another, only to decide that you were right, and then come back a month later holding exactly your opinion, as if it were his all along.<p>Unrelated to the larger theme of the post, but I absolutely hate it when people do this. I thought it sounded like a silly parable until I saw people do it in real life. At which point I concluded it was some kind of characteristic of narcissism.<p>To this type of person, an idea isn&#x27;t good until it&#x27;s theirs. They will trash your idea, and trash you. When your idea seems convenient they will take credit and fail to cite you as an influence. That&#x27;s ok, one can suppose, if not for the next part. Likely they have forgotten you gave them that idea in order to help them. They still think you are trash. They will have no qualms trashing your next idea with personal attacks just like the last one.
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karmakaze将近 5 年前
The best way I can see this play out is with development. At the start you might have an intuition but there could be several good contenders for direction. Instead of talk&#x2F;paper analyze them all pick one, any one and move forward as if you&#x27;d picked the right one. Along the way look for signs that perhaps this isn&#x27;t the best or even second best choice. Keep going anyway until you have a clear idea as to what&#x27;s wrong, at which point you should know which direction is better and what to change to go that way.<p>It closely follows ship early ship often. These are not hard things to do just takes some practice and being honest. Just don&#x27;t tie any personal stakes to the initial direction.
OliverJones将近 5 年前
Of course, &quot;strong opinions weakly held&quot; is a refactoring of the scientific approach to knowledge. Karl Popper taught that scientific hypotheses necessarily must be disprovable. Hypotheses that aren&#x27;t disprovable (falsifiable) are useless in science.<p>Insisting on falsifiable hypotheses is a difficult personal discipline, not to mention collective discipline. &quot;Nothing is true unless it might be false!&quot; Wait, what? How can a company make decisions based on that sort of epistemology? How can a government set policy? It&#x27;s much easier to make decisions when we have the illusion we&#x27;re sure about the facts.<p>Maybe the only sensible path is to hold all our opinions, personal and group, lightly.
kerkeslager将近 5 年前
TL;DR: Strong opinions, weakly held doesn&#x27;t work because of Anchoring Bias[1].<p>Obviously if you fall prey to anchoring bias, you&#x27;re doing the &quot;weakly held&quot; part wrong, but I think that <i>almost everybody</i> does this wrong, even people who know about anchoring bias and do their best to guard against it. I&#x27;ve known about anchoring bias for maybe a decade, recognized it in my own beliefs, taken steps to attempt to address it (i.e. meditation and reading opposing opinions to my own) and while I&#x27;ll give myself the credit that maybe I&#x27;m a bit better than an average person at changing my own beliefs now, I&#x27;m still objectively very bad at it, frequently coming across places where it&#x27;s clear looking back that I was wrong for years due to anchoring bias. It&#x27;s much easier, I think, to permeate everything in my own belief system with a fundamental level of doubt, and only form really strong opinions with overwhelming evidence. But even that is only somewhat effective. Anchoring bias is a pretty powerful foe.<p>[1] <a href="https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Anchoring_(cognitive_bias)" rel="nofollow">https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Anchoring_(cognitive_bias)</a>
klagermkii将近 5 年前
I think it&#x27;s difficult to approach a problem with a Depth-first Search mentality without using &quot;Strong Opinions, Weakly Held&quot;. If one goes in with &quot;weak opinions&quot; it&#x27;s easy to find oneself constantly backtracking and checking the other nodes early on in the chain of assumptions and doing a mental Breadth-first Search instead.<p>That&#x27;s not to say that it&#x27;s the right approach for every situation, but for problems that will have a lot of dependent unresolved assumptions &quot;Strong Opinions, Weakly Held&quot; is sometimes necessary to maintain focus to break through the problem.
gridlockd将近 5 年前
What I like to do is to just just put out provocative views that I don&#x27;t necessarily hold, just to see what happens.<p>If there&#x27;s something epistemologically wrong with them, some smart person will probably correct you, for free.<p>If there&#x27;s something emotionally wrong with them, some indignant person will probably chastise you.<p>Either dimension is important.<p>Message boards are good places to do this. Always keep in mind:<p>&quot;Communication occurs only between equals&quot;<p><a href="https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Celine%27s_laws#Celine&#x27;s_Second_Law" rel="nofollow">https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Celine%27s_laws#Celine&#x27;s_Secon...</a>
yellowstuff将近 5 年前
I think you can draw an analogy between probability and counting. Negative numbers seem weird and very different from positive numbers, but for many applications 0 is not a particularly interesting boundary, and you benefit from not treating negative and positive numbers as two different cases. EG, I could owe you $2 or -$4.<p>In probability, 50% feels like it should be a special boundary. But often there&#x27;s a lot of benefit to not treating it that way, and treating a 49% belief more like a 51% belief than like a 10% belief.<p>It sounds trivial written out, but how often do people behave that way?
kazinator将近 5 年前
The fix:<p>&gt; <i>Use Probability as an Expression of Confidence</i><p>If the probability is just some made up number reflecting a hunch, it&#x27;s no better at informing us to take an action or drop an opinion. It&#x27;s just a way of talking about how weakly we are holding the opinion, and not the real deal from statistics.<p>The concept still provides no concrete framework for assigning the probability, and for taking action. E.g. do you abort the plan when the probability of success feels like it has dropped to 65%, or does it have to feel like 35%?
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oh_sigh将近 5 年前
This viewpoint leads to blog posts like &quot;Why you MUST do X to be a good engineer (2015)&quot;, and then &quot;Why I was wrong to say you MUST do X to be a good engineer (2019)&quot;
rdiddly将近 5 年前
Has always been a terrible name for &quot;take a guess, then try to come up with a better guess.&quot; It&#x27;s not rocket science. Although rocket scientists probably use it.
huffmsa将近 5 年前
On the contrary, I&#x27;ve found that one of the worst things you can do when demonstrating &#x2F; deploying a machine learning model is to show the underlying prediction confidences.<p>You can be right 95% of the time, but critics will only remember, and fault the whole system, because of a single, incorrect, but high confidence error.<p>Which would be reasonable if that erroneous prediction had fat tail consequences, but in cases I&#x27;ve had this happen, it has not
InternetPerson将近 5 年前
Paul Saffo writes, &quot;I will force myself to make a tentative forecast based on the information available, and then systematically tear it apart.&quot;<p>That&#x27;s similar in spirit to scientific method: Formulate a hypothesis and then set out to disprove it. (Overly simplified, of course.)<p>So, there&#x27;s definitely something here. But in my experience, the phrase &quot;Strong Opinions, Weakly Held&quot; is mostly just used to excuse bad behaviors.
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oxfordmale将近 5 年前
This hits the nail on its head:<p>In simpler terms, ‘strong opinions, weakly held’ sometimes becomes a license to hold on to a bad opinion strongly, with downside protection, against the spirit and intent of Saffo’s original framework.<p>Beliefs are very hard to change as the human brain has a perception bias in favour of currently held believes. Data driven goals are a much more objective way to test your beliefs and drive business decisions.
cel1ne将近 5 年前
&quot;Strong opinions, weakly held&quot; makes sense in exactly one situation: When you are definitely an expert in a topic you should have your strong opinions about it.<p>But since everybody is sometimes wrong about something, and that should be very seldom in the expert case, you should be able to let go of one of your opinions, in case you get counter-arguments.
hugey010将近 5 年前
I&#x27;ve always been this kind of person, opinionated but backed by reasons, and most people find it abrasive. There&#x27;s nothing I like more than having someone change my opinion, because that means they taught me something. The catch is, most people are either unwilling to teach such an opinionated person, or have nothing of value to teach.
rezeroed将近 5 年前
Ah, good. I&#x27;ve always thought this saying to be utterly stupid. I was geared up for a rant, but now I see from the article that the guy who came up with it has done a poor job of distilling his approach into a catchy saying. His approach is basically agile; his catchy saying sounds more like bluster and bravado until you look stupid.
dwighttk将近 5 年前
There is a sort of financial epistemology that a lot of people like because it tells them they are successful and therefore right. It also allows them to talk about testing hypotheses and get results in hard numbers. And it even works as far as it does, but I’m more and more skeptical that it explains everything.
082349872349872将近 5 年前
&quot;Skate to where the puck is going to be&quot; is an example of SOWH working well. A weak opinion (waiting to get clearer data) would result in skating to where the puck has been. A strongly held opinion would result in skating to where the puck isn&#x27;t going at all, and has never been.
douglaswlance将近 5 年前
To answer the question of &quot;when should you change your opinion?&quot;:<p>All new data should change opinions, even if it&#x27;s a small piece of data that affects your opinion only on the margins, it is still a change toward an opinion that will better map onto reality.
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karlkatzke将近 5 年前
&gt; It is quite difficult for the human mind to vacillate between one strong opinion to another<p>The author has apparently never met someone on the autistic spectrum with ADHD and who has enough life experience to know how to be wrong gracefully.
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renewiltord将近 5 年前
Ultimately, truth-seeking is a personal thing and you should tune your methods to the machine that is you.<p>tl;dr SOWH is good. Don&#x27;t claim it for yourself. Sloppy Priors are good. Be careful of not adjusting on evidence. The bet trick is very good. Be careful about your utility function.<p>Personally, among the people I know the following doesn&#x27;t happen:<p>&gt; <i>In such cases, the failure mode is that ‘Strong Opinions, Weakly Held’ turns into ‘Strong Opinions, Justified Loudly, Until Evidence Indicates Otherwise, At Which Point You Invoke It To Protect Your Ass.”</i><p>And that is mostly because it&#x27;s really easy to claim you&#x27;re operating in SOWH and really hard to determine if you actually are. So most truth-seekers apply the same techniques of epistemology to it as they do to other things that require auto-evaluation with no objective truth set: you trust weighted external input more than your own. Am I charismatic? Am I intelligent? Am I whiny? It is hard for me to say. It is far easier for me to find that out from people I can identify as trusted on the subject.<p>I remain convinced that operating in SOWH is empowerment (at a 80% certainty har-har). I believe that the Bet Trick and the Sloppy Prior Trick are both clever techniques to improve your search for truth as well.<p>The Bet Trick is very good. My personal danger is that I do not apply linear utility (i.e. an unlikely win makes me much happier than a string of losses). So if I predicted that the US would be open by August and I&#x27;m right that makes me way happier than if I predict repeatedly that median summer temperature is greater than median winter temperature in Saskatoon. I&#x27;m okay losing $200 repeatedly on the former for the win.<p>The Sloppy Prior also has the trick that it allows you to examine your reaction to evidence. Your Sloppy Posterior to the weakest of evidence must be different from your Sloppy Prior! If it isn&#x27;t, your cognition is currently failing you. The only problem is that the sloppiness gives you room to avoid having different posteriors.<p>That last part I find very hard in almost-certain and almost-never situations: if a set of instrument measurements show that temperatures across the Earth are the same as they were 40 years ago, then it&#x27;s highly likely that the measurements are broken, but it is not certain, so my posteriors for AGW given that evidence should drop. But they don&#x27;t unless I am conscious of this.
CarbyAu将近 5 年前
Strong Opinions, Weakly Held&quot; - I missed this being a thing. Seems like terrible wording for something that already had english words.<p>Science. Devils Advocate.(although this is not obviously a better phrase...)
hejja将近 5 年前
the truth is probably more nuanced<p>objectively considering information is further than most people ever get. most people are just out here trying to win arguments<p>so let&#x27;s assume you&#x27;re open minded<p>you could weave components of this new info into what you already know, and discard the rest<p>but what do you keep?<p>does the most convincing empiricism trump everything? are personal values involved?<p>that&#x27;s up to you
physicsguy将近 5 年前
I think that &#x27;Strong Opinions, Weakly Held&#x27; often makes people intolerable to work with, to be honest.
JohnBooty将近 5 年前
<p><pre><code> More generally, “strong opinions weakly held” is often a useful default perspective to adopt [...] Try it at a cocktail party the next time a controversial topic comes up </code></pre> Ah, yes. We&#x27;ve all met this guy at parties.<p>&quot;[Technology X] is the worst thing ever and people who use it are setting the industry back by ten years. Prove me wrong!&quot;<p>Don&#x27;t be that guy.<p>The guy who&#x27;s even worse than a regular blowhard: the blowhard that doesn&#x27;t even necessarily believe what he&#x27;s saying; he&#x27;s just trying to stir up debate.<p>The social equivalent of a message board troll, essentially.<p>If you want to incorporate &quot;strong opinions, weakly held&quot; into your own internal decision-making and opinion-forming process, cool. Not a bad way to go. It&#x27;s also appropriate in many contexts with others - ie spitballing sessions where everybody is tossing out possible solutions to a problem they&#x27;re tying to solve or hell, maybe a drinking session with friends where you&#x27;re all three or four drinks deep and shooting the shit, being silly.<p>But at &quot;cocktail parties&quot; or other casual social situations like hallway or lunch table conversations? <i>Yeeesh.</i> Don&#x27;t be that person, where you obnoxiously dump your &quot;strong opinions&quot; onto others. A lot of people don&#x27;t enjoy debate for debate&#x27;s sake. (I actually tend to enjoy it - but many do not.)
legerdemain将近 5 年前
In my experience, &quot;strong opinions weakly held&quot; is a style of workforce management, not a thinking style. In brief:<p>- Project total confidence to your employees. At any given moment, your course of action is the best one available.<p>- Announce changes instead of proposing them. Announce them at the last possible moment, or even retroactively.<p>- Never mention past iterations you have discarded. Now is now.
skrebbel将近 5 年前
tl;dr: it doesn&#x27;t work that well because it&#x27;s difficult.<p>To be honest this feels a bit to me like saying that cryptography doesn&#x27;t work that well because it&#x27;s difficult. The article itself even has <i>examples</i> of people for which it has worked well (eg Steve Jobs).<p>I recognize the argument that there&#x27;s people who don&#x27;t realize that they&#x27;re bad at and still quote the &quot;strongly opinions, weakly held&quot; idea, but that means it&#x27;s misused, not that it doesn&#x27;t work well.<p>Again, the crypto analogy holds up. We all know some examples of crypto rolled by people who didn&#x27;t realize it was too difficult for them. But that doesn&#x27;t mean crypto doesn&#x27;t work.
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Godel_unicode将近 5 年前
&gt; ...make a tentative forecast based on the information available, and then systematically tear it apart, using the insights gained to guide my search for further indicators and information...<p>This is literally the scientific method. Come up with a falsifiable premise, then attempt to falsify it. Arguing that science is hard is pretty irrelevant. Most of the failings present in this article are really just evidence of not doing the second half. You should be looking for evidence that you&#x27;re wrong, not evidence that you&#x27;re right.<p>This is later borne out by the proposal of adding confidence intervals and dates by which assumptions should be robust against being disproven. You&#x27;ll find this type of language on experimental design in lots of scientific fields.<p>This article is about someone&#x27;s journey to rediscover the thing their source already knew (using scientific rigor can take a hypothesis into a theorem, and gradually bring you nearer an understanding of the underlying truth), and then call it something else because the original distillation of a theory into a soundbyte flew past them.
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kgwgk将近 5 年前
&gt; It is quite difficult for the human mind to vacillate between one strong opinion to another<p>The author has apparently never met a Trump supporter.
godelski将近 5 年前
This is such a strange article. The tldr is &quot;Strong opinions weakly held doesn&#x27;t work because people don&#x27;t do it.&quot; Then the author makes some pretty strong opinions about how that&#x27;s not how the brain works. I also believe that he&#x27;s talking about two different ideas.<p>The first idea: having strong opinions but they aren&#x27;t held strongly.<p>I have never read Saffo&#x27;s work or even heard of these people here, but this tactic described here is something I use frequently and has been very successful for me as a scientist and is what many other scientists I know do. The key issue of his complaint is that people do not hold their ideas weakly enough.<p>Here&#x27;s how I see it. Every opinion I have is just wrong. You cannot have all the data and all the relevant facts, so no matter what conclusion you make it is incomplete. The question is just &quot;how wrong.&quot; If it is a little wrong, no worries, but if it is a lot wrong, big worries. The strength of your opinion should be proportional to this evidence. Essentially we&#x27;re all making Fermi estimates, but as time goes on they become better and better. But that doesn&#x27;t mean you aren&#x27;t possibly missing some piece of key information. So you should always be open to changing your opinion. You can also hold an opinion strongly but change it with updating evidence. If you don&#x27;t update your opinion to account for new evidence you are just a bad and stubborn scientist.<p>Second idea: method for developing good ideas<p>The second idea is about building up, tearing down, and repeating the process. Teams I&#x27;ve been on have used this method successfully to develop new theories and new products. You don&#x27;t have to account for everything but it provides a good baseline. This model development really only is in the initial stages of development. You use it to figure out what to test and probe. Before you start a million dollar experiment you sure better have some good ideas and explanations for why you&#x27;re doing what you&#x27;re doing. This is essentially creating a red and blue team. You can do this as a group or you can do this individually (harder because you have to accept cognitive dissonance). This adversarial process can be highly successful in creating good conclusions (Hell, this is analogous to what a GAN does). The issues are when someone is really stubborn about their conclusions. But the big reason this works is because when you&#x27;re submitting a proposal you&#x27;ve already answered basically any question anyone can ask of you. This is because a reviewer SHOULD be trying to find reasons to reject your proposal because you don&#x27;t want to waste money.<p>So how this works in the real world is that I develop opinions based on the evidence that I have. I stick to my guns because I didn&#x27;t form these opinions willy nilly, even with a lot of self doubt (focus on the adversarial benefit and it is okay to be wrong). (And the key part) When someone presents new and compelling evidence you update your model. But it is perfectly acceptable to determine if this evidence is irrelevant or an outlier. I do know this is hard for many people but it isn&#x27;t that hard if you just accept the relativity of wrong [1] as a fundamental principle. In my undergrad studying experimental physics it is hounded into you to account for error of your measuring tools. The next logical conclusion is to try to account for the error from your most important measuring tool, you. If you accept that you aren&#x27;t perfect, can&#x27;t have perfect knowledge (i.e. &quot;The map is not the territory&quot;), this is not that hard. But then again, I&#x27;m considered weird, so I&#x27;m completely open to being wrong.<p>[0] <a href="https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Fermi_problem" rel="nofollow">https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Fermi_problem</a><p>[1] <a href="https:&#x2F;&#x2F;chem.tufts.edu&#x2F;AnswersInScience&#x2F;RelativityofWrong.htm" rel="nofollow">https:&#x2F;&#x2F;chem.tufts.edu&#x2F;AnswersInScience&#x2F;RelativityofWrong.ht...</a>
aeternum将近 5 年前
The article is spot on. As humans it is incredibly difficult to avoid being committed to your decision, a big problem for &#x27;strong opinions, weakly held&#x27;. I think Elon&#x27;s advice is much better and I try to exercise it regularly: &quot;Assume you are wrong. Your goal is to be less wrong.&quot;
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gklefnbkon将近 5 年前
Strong Opinions Weakly Held, sounds reasonable in theory. In practice, it means Always act like your right, until you change your mind, then pretend like you always held the other view all along. At least that&#x27;s how I see it used on this site, whenever people praise Steve Jobs, Linus Torvalds, etc, for being dismissive and rude.<p>Yes, leaders have to make bold choices, and they can&#x27;t waffle. But that doesn&#x27;t require you to be rude to others, or to act like you&#x27;re always right. It doesn&#x27;t require you to take a confrontational style to discussion, where you assert your beliefs loudly and expect others to fight you on it.<p>Can we just admit that for some people on this site, technology and entrepreneurship plays into a power fantasy?