[HN Gopher] The paradoxical efficient market hypothesis (2024)
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       The paradoxical efficient market hypothesis (2024)
        
       Author : tkhattra
       Score  : 80 points
       Date   : 2025-10-08 02:11 UTC (20 hours ago)
        
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 (TXT) w3m dump (3quarksdaily.com)
        
       | smitty1e wrote:
       | For this paradox to function, information would have to be
       | static, unless I'm missing something.
        
         | tru3_power wrote:
         | Also wouldn't all information have to be available to all
         | participants? How does insider knowledge factor here (because
         | it sure does in the market)
        
           | chii wrote:
           | those insiders could be choosing an action that affects the
           | markets, or thru inaction, affect the markets.
           | 
           | The current insider trading rules only prohibit actions, and
           | does not prevent inaction.
           | 
           | As an example, you could imagine that an insider were going
           | to sell their portfolio of company issued shares, but because
           | of insider info they have about a current project that would
           | give rise to a price hike, they may choose to sell _later_
           | (or not to sell at all). This means the liquidity of the
           | market is now less, and thus, raises the price vs the
           | counterfactual world where said insider _did_ sell. All
           | without revealing any information about the actual insider
           | project.
        
             | smitty1e wrote:
             | For a sufficiently large market, over time, one would
             | expect the Central Limit Theorem to kick in and filter the
             | noise.
             | 
             | The "Efficient Market" can be seen as an Eternal Steady
             | State, neglecting all transient signals.
        
               | chii wrote:
               | but doesnt the central limit theorem require each event
               | to be i.i.d. ?
               | 
               | I dont think the efficient market is a result of the
               | central limit theorem, since each transaction affecting
               | the market is not independent of each other.
        
               | smitty1e wrote:
               | Fair point. Thank you.
        
       | GMoromisato wrote:
       | This seems to be a case of a feedback loop creating emergent
       | behavior.
       | 
       | Let's say almost everyone believed in the Efficient Market
       | Hypothesis (EMH). Then, trading would decrease significantly,
       | since most people would think that stocks are already fairly
       | priced. That means the few people who trade would move the market
       | significantly, based on whatever idiosyncratic value-theories
       | they had.
       | 
       | But then the EMH believers would see wild moves in the market and
       | stop believing in EMH. They would start trading more to gain
       | profits.
       | 
       | And as more traders participated, the market would behave more
       | and more like the EMH were true. Eventually, the market would
       | stabilize. Prices wouldn't swing so much. This would increase the
       | number of EMH believers.
       | 
       | It would be interesting to survey belief in EMH among traders. If
       | my model is correct, the percentage of EMH believers should be
       | roughly constant, or at least oscillate around some optimum
       | value.
        
         | JetSetWilly wrote:
         | Sounds a bit like the Adaptive Markets Hypothesis. In it
         | there's constant "evolution" between different trading
         | strategies that become more or less efficient over time.
         | 
         | So here, Phase 1 would be a market dominated by EMH believers
         | who passively invest. In phase 2, speculative "noisy" traders
         | start to exploit this landscape to profit. In phase 3 there's a
         | crisis or period of high volatility. The old complacent EMH
         | strategies suffer losses and become extinct. Then no doubt in
         | phase 4 the market moves to some new equilibrium with new
         | strategies dominant!
         | 
         | So in this AMH theory what you describe is a natural process of
         | evolution.
        
         | Terr_ wrote:
         | > since most people would think that stocks are already fairly
         | priced
         | 
         | Like the classic economist joke where they ignore a $100 bill
         | on the ground: "It can't be real. If it were, somebody else
         | would have already picked it up."
        
         | wakawaka28 wrote:
         | What you seem to be missing is that people don't solely derive
         | value estimates based on the opinions of others. There are
         | business fundamentals which can lead to one or more value
         | estimates under different assumptions. If you don't do your own
         | calculations, you may still read calculations from other people
         | and reach a conclusion as to whether the true value of the
         | stock is higher or lower than the market price.
         | 
         | EMH is about the tendency of the market to be efficient over
         | time. It is purely of academic interest to dream up
         | hypothetical scenarios where everyone is equally rational and
         | informed, etc. There are degrees of efficiency and information,
         | and it's useful to talk about this to try to understand how
         | real markets work and can be made to work better.
        
       | Tazerenix wrote:
       | The EMH is a _description_ of how the market behaves when a
       | sufficiently large number of independent actors are looking for
       | alpha. It is not a _prescription_ of how the market should
       | behave.
       | 
       | The conclusion is that with a sufficiently large number of actors
       | in the market all seeking profits by trying to find misevaluation
       | of stock prices, the excess profits of any individual actor will
       | (assuming they all have access to the same information) converge
       | to zero.
       | 
       | Its less a paradox and more a matter of game theory. Every
       | investment firm which gives up trying to look for alpha
       | (believing it is fruitless) means the remaining firms have more
       | opportunities to find stocks with available information not
       | reflected in the price. There's no paradox here: each individual
       | actor is incentivized to participate in order to not miss out on
       | that potential for excess profits, and the net effect is the EMH.
        
         | repsilat wrote:
         | Yeah, I think the "paradox" is usually a problem for pundits
         | and academics and not practitioners. Lots of people have
         | experience finding and correcting market inefficiencies,
         | usually getting paid for it.
        
           | rcxdude wrote:
           | Yeah, I feel like people have this idea that the EMH is
           | 'economists think markets are perfectly efficient' when
           | really it's 'under these idealised conditions a market should
           | approach perfect efficiency' and any real market is obviously
           | not going to be perfectly efficient, but ones that get closer
           | to those conditions should be more efficient.
           | 
           | (And looking at how traders work, it's all about finding a
           | strategy that no-one else has found and executing on it. Once
           | two competitors with similar resources know the strategy, it
           | ceases to be particularly profitable, which to me seems to be
           | pretty in line with the EMH)
        
         | johnnienaked wrote:
         | If the market is efficient then there is no risk adjusted
         | alpha, which renders the search for it a waste of time and
         | effort, which means no actor would rationally continue it,
         | which means there is no mechanism for price discovery, which
         | would render the market totally inefficient.
         | 
         | This is the paradox.
         | 
         | EMH is unfalsifiable at best and tautological at worst.
        
       | throw0101a wrote:
       | See also:
       | 
       | > _The Grossman-Stiglitz Paradox is a paradox introduced by
       | Sanford J. Grossman and Joseph Stiglitz in a joint publication in
       | American Economic Review in 1980[1] that argues perfectly
       | informationally efficient markets are an impossibility since, if
       | prices perfectly reflected available information, there is no
       | profit to gathering information, in which case there would be
       | little reason to trade and markets would eventually collapse.[2]_
       | 
       | * https://en.wikipedia.org/wiki/Grossman-Stiglitz_paradox
       | 
       | So the more efficient markets are, the hard it will be to find
       | "alpha" (returns), and so more people will stop trying. But as
       | more people stop trying, markets will become more inefficient, in
       | which case people can find alpha again, which encourages more
       | participants.
        
         | ggm wrote:
         | Turnips and Carrots could be priced equally per tonne, and
         | still be worth trading because although you might think all
         | root vegetables are substitutable, it turns out you can't make
         | carrot soup with Turnips.
         | 
         | It's always worth remembering trade involves use values as
         | well. We don't only trade for asymmetric profit, and there are
         | things like hedging which include a yield where both can
         | acknowledge future risk, and price accordingly.
         | 
         | I'm probably ignorant of some magic economist reason why the
         | words are fluid and don't mean what I think they mean: this
         | always seems to be the case talking economics from the stuffed
         | armchair.
         | 
         | Another take on this is that we can agree to facts and disagree
         | to consequences. Same information, different conclusions.
        
         | imtringued wrote:
         | This plays directly into fisher Black's "Noise"
         | http://www.e-m-h.org/Blac86.pdf
        
       | derf_ wrote:
       | Anyone who has lived through a market correction (the tariff
       | announcements in early April this year being a recent example,
       | though there have been far worse) should be able to see that
       | market prices do not always accurately reflect even the consensus
       | view of value (which itself can be wrong). As people are forced
       | to de-lever, everything goes down at once, often by very similar
       | amounts, even though it cannot be possible that everything
       | suddenly lost the same amount of value simultaneously.
       | 
       | To quote Richard Bookstaber, "The principal reason for intraday
       | price movement is the demand for liquidity... the role of the
       | market is to provide immediacy for liquidity demanders. ...market
       | crises... are the times when liquidity and immediacy matter most.
       | ...the defining characteristic is that time is more important
       | than price. ...diversification strategies fail. Assets that are
       | uncorrelated suddenly become highly correlated, and all positions
       | go down together. The reason for the lack of diversification is
       | that in a high-energy market, all assets in fact _are_ the
       | same.... What matters is who holds the assets. " (from A
       | Framework for Understanding Market Crises, 1999)
       | 
       | Was the market drop an accurate reflection of the value that
       | would have been destroyed by those tariffs, discounted by the
       | probability that they would have been enacted as drafted? Nobody
       | knew then, and I maintain that nobody even knows now. That was
       | not the calculation that was being made.
        
         | AnthonyMouse wrote:
         | > As people are forced to de-lever, everything goes down at
         | once, often by very similar amounts, even though it cannot be
         | possible that everything suddenly lost the same amount of value
         | simultaneously.
         | 
         | The price of something and the value of something were never
         | expected to be the same. What's the value of food? If you have
         | none you die, so the value is quite high, but the price is much
         | lower than that because there are many competing suppliers.
         | 
         | And the price of a large class like investment securities can
         | easily change all at once if there is a large shift in supply
         | or demand.
        
           | nopassrecover wrote:
           | > The price of something and the value of something were
           | never expected to be the same
           | 
           | While I agree with you (quite firmly: it's a great starting
           | point to put on the table to challenge orthodoxy in this
           | space), and think you're agreeing with the parent comment, it
           | is a fundamental tenet of mainstream economics and the
           | political arguments of neoliberal (aka current mainstream)
           | policy that [price == (market averaged) value], or at the
           | very least [price ~= value].
           | 
           | Another interesting line of argument is to explore things
           | that are valuable that don't typically get a price: for
           | example household labour, or love and friendship (at least
           | directly: I'm sure a Friedman acolyte would reduce all
           | relationships to exchange and reframe gifts and acts of love
           | as investments).
           | 
           | As an aside for the parent comment: thanks for sharing this,
           | it's one of the top category of comments/quotes I've seen on
           | HN in being useful, insightful, and challenging of
           | conventional understanding in a way that improves
           | understanding and future prediction.
        
             | addcommitpush wrote:
             | Note that in orthodox microeconomic theory, price is equal
             | to the marginal value of the last exchanged unit. To use
             | the above example of food:
             | 
             | > What's the value of food? If you have none you die, so
             | the value is quit of high, but the price is much lower than
             | that because there are many competing suppliers.
             | 
             | The first calories of the day, the ones that prevent you
             | from dying, have a very high subjective value - but you pay
             | them at the value of the 3000th calorie of the day, the
             | extra drop of ketchup on your fries, which has a very
             | little value.
             | 
             | And thus of course average value x volume is very different
             | from (marginal value of last unit) x volume.
        
             | dragonwriter wrote:
             | > While I agree with you (quite firmly: it's a great
             | starting point to put on the table to challenge orthodoxy
             | in this space), and think you're agreeing with the parent
             | comment, it is a fundamental tenet of mainstream economics
             | and the political arguments of neoliberal (aka current
             | mainstream) policy that [price == (market averaged) value],
             | or at the very least [price ~= value].
             | 
             | For mainstream economics, this is true in a very specific
             | technical sense; all averages lose information, and the
             | "market average" is a very particular form of average that
             | doesn't behave the way most people think of an average
             | behaving--particularly, it is not like a _mean_ , the
             | normal "average" that people think of, that is sensitive to
             | changes in any individual values, it is somewhat like a
             | median in that it is insensitive to changes in existing
             | values that do not cross the "average"; e.g., if you take
             | an existing market for a commodity with a given clearing
             | price, and reduce, by any amount, the value of the
             | commodity to any proper subset of sellers who would sell at
             | the current market clearing price, the market clearing
             | price does not change. The assessment of value across the
             | market has decreased, but the output of the particular
             | averaging function performed by the market has not.
        
             | energy123 wrote:
             | Mainstream economists believe that value >= price. This is
             | where economic surplus comes from. This is why trade is not
             | zero sum, and it's why trade causes societies to get
             | wealthier. Friendship and love fit into this framework just
             | fine, as the price is $0, but the value is greater than $0.
        
           | tennysont wrote:
           | Put another way: price is determined by need _and_ supply
           | (aka, demand curve meets supply curve).
           | 
           | I would pay anything for air if I needed it, but I will
           | gladly sell air in my yard for $1/m^3 because that air is
           | worthless to me.
           | 
           | Is air priceless or worthless?
           | 
           | That is why price != value as most people think of it.
        
             | teiferer wrote:
             | Not disagreeing with you, but isn't that already obvious
             | from the fact that economic activity happens in the first
             | place?
             | 
             | If you buy 5 apples from me for $5 then two things must be
             | true: 1. The value that those 5 apples have to you
             | _exceeds_ the value that $5 have to you, at least at this
             | very moment. Otherwise you would hang on to your $5
             | instead. 2. The value that those 5 apples have to me is
             | _less than_ $5 have to me, otherwise I would hang on to the
             | apples.
             | 
             | The price of those 5 apples at this moment may be $5 but
             | that doesn't reflect the value they have to neither me nor
             | you. It's not the avereage either, necesarily. The only
             | thing we know is that the value of them to you is higher
             | and to me is lower.
        
               | AnthonyMouse wrote:
               | Not necessarily. You could have a transaction take place
               | where the buyer and the seller both value what's being
               | exchanged in exactly the same amount and then go through
               | with the transaction anyway because they both find trades
               | entertaining or have a cultural preference for doing
               | business with each other or just both place zero value on
               | transaction costs.
               | 
               | That isn't common but that doesn't mean it could never
               | happen.
        
               | JackFr wrote:
               | > they both find trades entertaining or have a cultural
               | preference for doing business with each other
               | 
               | That is value. It is any benefit they capture which they
               | would not otherwise.
        
         | kqr wrote:
         | It seems like Bookstaber argues not that it's liquidity demand
         | over information change, but that it is _both_. The tariff
         | announcements are actually a great example, because it was
         | triggered by new information, and diversification still kind of
         | worked (at least some government bonds gained value during the
         | drop in other assets classes).
         | 
         | The main question, I suppose, is why correlations were so high
         | after the tariff announcements:
         | 
         | - In some cases, the high correlations are probably due to the
         | markets being directly affected by the announcements: both
         | commodities and equity are affected, and they got more
         | correlated, which makes sense.
         | 
         | - In some cases, the high correlations are probably due to
         | liquidity demand rather than markets being directly affected by
         | the announcements: we would not expect cryptocurrencies to be
         | directly affected by US tariffs, but they ended up correlated
         | with equity markets anyway. That's probably because people
         | needed to sell off their cryptocurrency to cover equity losses.
         | 
         | Thus in this case, it's again probably a bit of both.
         | 
         | Great paper. Thanks for referencing.
        
           | readthenotes1 wrote:
           | "was triggered by new information,"
           | 
           | Trump had been threatening tariffs for the campaign and
           | mentioning them before. There wasn't that much new
           | information that should have caused the plummet.
           | 
           | Also I will point out that it's more like the avoidance of
           | information that caused some of it Nvidia's stock plunged on
           | an announcement that went something like:
           | 
           | Sentence 1: we are putting tarrifs on Taiwan Sentence 2:
           | except semiconductor related goods
           | 
           | It as if the market participants read sentence 1 and very few
           | of us read sentence 2.
           | 
           | The EMH would assert that a casual observer like me wouldn't
           | see the price gap between the time it took for people to read
           | sentence 2. But it took several business days...
        
         | mikeiz404 wrote:
         | Paper: A Framework for Understanding Market Crises (1999)
         | 
         | https://www.risknet.de/uploads/tx_bxelibrary/Bookstaber-Unde...
        
       | mg wrote:
       | the hypothesis maintains that         stock prices reflect all
       | relevant         information about the stock
       | 
       | This is a common description of the EMH. But every time I read
       | it, I think: Does information really directly impact the price of
       | a stock? How?
       | 
       | What if it takes 12 months of hard thinking to draw the right
       | conclusion from the information? Are there many investors who go
       | to such lengths? Are they all thinking at the same speed? And if
       | not, what does that tell us about the EMH?
       | 
       | Google released DeepDream in 2015. My feeling is that with enough
       | thinking, one could have predicted where image generation is
       | going in the next decade and that language generation would go a
       | similar route. And that this will lead to a high demand in
       | Nvidia's GPUs. But that thinking would not be instantly. It would
       | take months or years.
        
         | truekonrads wrote:
         | In systems thinking there's the concept of "stocks" or
         | "buffers". Meaning that change of inputs into the systems first
         | affect stocks/buffers before the outputs.
        
         | AnthonyMouse wrote:
         | > What if it takes 12 months of hard thinking to draw the right
         | conclusion from the information? Are there many investors who
         | go to such lengths?
         | 
         | It's not required to be all of them. Suppose that it indeed
         | isn't, but the ones who do that work for investment funds who
         | control significant pools of money.
         | 
         | Now the investors in two or three of those places do the
         | research and conclude that some company is about to start doing
         | well and their share price is currently $50 but is about to be
         | $150. So they start buying it, and keep buying it until it gets
         | up near $150. Which happens pretty quickly because they control
         | enough money to use up all of the short-term liquidity at the
         | lower prices and the majority of the shares are held by people
         | who aren't even paying attention and therefore don't try to
         | sell when the price starts going up. Once the price gets to
         | that point they don't buy any more because it's no longer
         | selling at a discount.
         | 
         | Then the company actually starts doing well to the point that
         | everyone can see it but the price hardly moves because it was
         | already priced in.
        
           | mg wrote:
           | But do we see that happen?
           | 
           | That would mean that the p/e-ratio of a company would rise
           | sharply long before the profits set in. And that rise would
           | be called "mysterious" by the general public. And then only
           | when the profits set in, the p/e would come down.
           | 
           | I can't see that in Nvidia for example:
           | 
           | https://www.macrotrends.net/stocks/charts/NVDA/nvidia/pe-
           | rat...
           | 
           | The price roughly rose along the earnings. Even though the
           | foundations for generative AI became clear in 2015.
        
             | nearbuy wrote:
             | The landmark paper, "Attention is all you need", that
             | triggered the breakthrough that led to current transformer
             | architecture LLMs, only came out in 2017. Without that
             | breakthrough, they wouldn't exist. And even then, the early
             | models produced gibberish. Better gibberish than older
             | Markov chain text generators, but asking GPT-2 "What is
             | three plus five?" would give some nonsense, non-sequitur
             | answer, that might start with a (incorrect) number if you
             | were lucky. At the time, everyone was wondering if scaling
             | up the model size would improve intelligence or hit a wall.
             | ChatGPT didn't release until 2022.
             | 
             | And you'd need to know back in 2015 that Nvidia
             | specifically would be the big winner from AI. They don't
             | even manufacture their own chips. Intel also designs chips
             | and GPUs, but if you bet on them in 2015, you'd have lost
             | money between then and 2025.
        
             | AnthonyMouse wrote:
             | You're not likely to see that in huge companies because
             | everybody is already paying attention to them and it's
             | harder to know something someone else doesn't about the
             | thing everybody already knows everything about. Also, then
             | it's more likely to happen on a scale of 10 days than 10
             | years.
             | 
             | Where that really happens is with startups and younger
             | companies. Some company is currently making negative
             | dollars but a few people have figured out that they're
             | likely to be big so their share price is up before their
             | earnings are.
             | 
             | And suppose you somehow actually knew what every major
             | company's earnings would look like in every year from 2015
             | to now. Do you invest in Nvidia in 2015? Or do you invest
             | in Netflix in 2015 and Tesla in 2019 and so on and not
             | bother with Nvidia until just before the hockey stick?
        
             | throw0101a wrote:
             | > _That would mean that the p /e-ratio of a company would
             | rise sharply long before the profits set in. And that rise
             | would be called "mysterious" by the general public. And
             | then only when the profits set in, the p/e would come
             | down._
             | 
             | You have to look at the volumes involved: if there are tens
             | of millions of shares of a particular stock moved everyday,
             | a single event that involves 100,000 shares is going to be
             | lost in the noise.
             | 
             | There are always people who think they know better (if they
             | didn't think so they wouldn't be trading), and they may
             | make crazy-appearing trades. Lots of the people in _The Big
             | Short_ were viewed as  'lunatics' ("You're betting against
             | the housing market?") that turned out to be right. But also
             | remember that there are people who think the world is flat.
             | 
             | > _The price roughly rose along the earnings. Even though
             | the foundations for generative AI became clear in 2015._
             | 
             | It's also why you hear the talking heads on television say
             | things like "...this has already been priced in.".
        
         | chii wrote:
         | you're wrong about the mechanism - it's not that the thinking
         | is the cause of the efficiency. It's the large number of
         | participants all doing their own brand of thinking, and that
         | the _average_ of all of those approaches the "correct" price.
         | It requires the large number of participants because for such
         | an average to approach "correct", errors within each
         | participant's guesses cancel each other out.
         | 
         | And the immediacy comes from the large amount and speed of the
         | transactions. It does not require that these participants sus
         | out the correct value from information - they could've actually
         | just guessed.
        
         | Galanwe wrote:
         | > What if it takes 12 months of hard thinking to draw the right
         | conclusion from the information?
         | 
         | I think the idea behind EMH is that this probability is priced
         | in, at any point in time. It just so happens that longer term
         | probabilities are discounted as more volatile, thus impacting
         | less the present price.
        
         | nearbuy wrote:
         | Information that requires 12 months to figure out isn't
         | information that's available now.
         | 
         | Say you want to know the 400 trillionth digit of pi. We have
         | all the information needed right now to know how to compute it.
         | But you don't know what the actual digit is yet. The
         | information isn't available and won't be until you set your
         | supercomputer on it for some number of months. Having the
         | information necessary to derive other information isn't the
         | same as having the derived information.
         | 
         | If there is some information about a future stock price that
         | could theoretically be computed after months of work, that's
         | still not information that currently exists, and therefore is
         | not currently reflected in the price. If no investors go to the
         | lengths to get that information, it'll continue to not affect
         | the stock price. It's not violating EMH because it's not
         | information that exists yet.
        
           | mg wrote:
           | That definition would mean that smarter investors, who can
           | think faster and further ahead, get information faster. And
           | therefore have information now that others do not.
           | 
           | That seems to be directly the opposite of the common
           | definition of the EMH, which emphasizes how the market
           | _reacts_ to new information. And not how it _produces_
           | information. For example in TFA:
           | 
           | "the market rapidly responds to new information"
           | 
           | Wikipedia starts the "Theoretical background" with an example
           | on how information becomes widely available to all investors,
           | not how one fast smart thinker generates it:
           | Suppose that a piece of information about the value
           | of a stock (say, about a future merger) is widely
           | available to investors.
           | 
           | https://en.wikipedia.org/wiki/Efficient-market_hypothesis
        
             | nearbuy wrote:
             | The smartest, fastest investors are the ones who make a
             | profit by incorporating their information into the stock
             | price in the EMH. The stock price can't move on its own.
             | Under the EMH, someone has to be the first to trade stock
             | based on information so that the stock price reflects it.
             | When they say "the market rapidly responds to new
             | information", that means investors with the new information
             | are buying or selling accordingly. It's not opposite at
             | all.
             | 
             | How the information gets produced is irrelevant to the EMH.
             | Whether it's obvious or takes hard thinking, either way,
             | once investors obtain the information, they will trade
             | based on it, and that will move the stock price.
        
             | johnnienaked wrote:
             | >That definition would mean that smarter investors, who can
             | think faster and further ahead, get information faster. And
             | therefore have information now that others do not.
             | 
             | And that is trivially true
        
         | throw0101a wrote:
         | > _What if it takes 12 months of hard thinking to draw the
         | right conclusion from the information? Are there many investors
         | who go to such lengths? Are they all thinking at the same
         | speed? And if not, what does that tell us about the EMH?_
         | 
         | To paraphrase William Gibson: the information may be available,
         | but it is not evenly distributed.
         | 
         | It's why (e.g.) hedge funds use satellites to get information
         | on company activities:
         | 
         | * https://newsroom.haas.berkeley.edu/how-hedge-funds-use-
         | satel...
         | 
         | * https://internationalbanker.com/brokerage/how-satellite-
         | imag...
         | 
         | It's takes resources (time, money, etc) to gain an advantage,
         | and it's only do it because they think some extra bits of
         | information will allow them to know more than The Market in
         | general / their counterparties to get a better conditions on a
         | trade or options.
         | 
         | Why do you think insider trading became illegal: some folks
         | have that information before others simply because of their
         | job/position. There was a case of someone knowing something
         | early, because information can only travel as fast of the speed
         | of light, which some "beat":
         | 
         | > _Last Wednesday, the Federal Reserve announced it would not
         | be tapering its bond buying program at 2 p.m. ET. The news
         | takes seven milliseconds -- about the speed of light -- to
         | reach Chicago. But before the seven milliseconds was up, a few
         | huge orders based on the Fed 's decision were placed on Chicago
         | exchanges._
         | 
         | *
         | https://www.npr.org/sections/alltechconsidered/2013/09/24/22...
         | 
         | * https://www.motherjones.com/kevin-drum/2013/11/final-
         | frontie...
         | 
         | EMH is saying people that if people think they can make money,
         | they will spend the resources to get an information edge to
         | accurate price what a commodity is 'worth', either higher or
         | lower. If you better know what it 'should' be, then you can
         | devise a trading strategy (buy/sell/short/long) to get one over
         | your counterparty.
        
       | rich_sasha wrote:
       | I think what is unquestionable is that statistically, given
       | available information, it is hard to make money against other
       | market participants.
       | 
       | It _is_ a form of informational efficiency, but it does not
       | necessarily follow that prices are even statistically correct.
       | The market can be irrational for longer than you can remain
       | solvent.
        
       | saghm wrote:
       | I forget where I first heard it, but there's a joke about two
       | economists walking down the street. One of them notices a $20
       | bill on the ground and points it out out, saying "Look, it's $20
       | just lying there on the sidewalk!" The other shakes his head and
       | says "No, that can't be true; if it were, someone else would have
       | picked it up already"
        
         | verbify wrote:
         | This joke was in the article?
        
           | scubbo wrote:
           | Reading the article would have been inefficient.
        
           | program_whiz wrote:
           | HN equivalent: someone sees a link to an article and says
           | "why would I read it, when all relevant information has
           | already been incorporated into the comments?" Its the
           | "efficient comments" hypothesis, all information relevant to
           | a rational HN user about the article is already in the
           | comments.
        
       | t_serpico wrote:
       | My practical interpretation of the EMH is more that easily
       | accessible, public information is already priced in. But non-
       | obvious insights may not be simply because the volume of people
       | trading on that information will be smaller.
        
       | OutOfHere wrote:
       | EMH is nonsense that is repeated routinely to scare people from
       | trading the market.
        
       | Nevermark wrote:
       | Information characterizing a company's value isn't the same thing
       | as information indicating a company's value. There can be a lot
       | of analysis and model building in between. And different models
       | can behave very differently, even if their prediction strength is
       | similar.
       | 
       | Information publicly available doesn't mean anyone can process it
       | all. Every actor is operating off a different subset of
       | information.
       | 
       | Lots of intentionally low information investors (inhabitants of
       | indexed funds) demand stock or supply stock, pushing prices in
       | directions unrelated to value changes, due to index list changes
       | and rebalancing events.
       | 
       | Investors, of all magnitudes of wealth, have unending personal or
       | private idiosyncratic reasons for the timing of many investments
       | or sales, besides individual asset return optimization.
       | 
       | The value of a stock rises and falls as its absolute expected
       | return rises and falls relative to the changing returns of the
       | rest of the entire market of investment vehicles. Everything
       | impacts everything.
       | 
       | All these shifts happen over varying time frames.
       | 
       | Almost all relevant market facts are time varying, often with
       | turbulence and ambiguity.
       | 
       | The fast moving investors most influential in setting prices,
       | must model the whole market's 2nd order and even 3rd order
       | reactions (by similar actors) due to feedback effects and
       | dynamics.
       | 
       | Sudden market wide changes trigger waves of low analysis buying
       | and selling. Compounded by the higher order risk this creates to
       | leverage, annuity responsibikities, hedging, and many other
       | amplifiers of behavior.
       | 
       | The efficient market hypothesis is an interesting and
       | enlightening thought experiment. A reduced dimension toy/sim
       | market.
       | 
       | Not a credible model.
       | 
       | Not even if every single participant was frantically and
       | relentlessly re-valuing and re-balancing at the margins to a
       | firehose of comprehensive market information.
        
       | janalsncm wrote:
       | Does the EMH state that prices will reflect on the price of a
       | stock instantly? If not, I don't think there's a paradox. EMH
       | would just mean it will eventually converge? I guess that makes
       | it pretty toothless in practice then.
       | 
       | I feel like the stock market is pretty divorced from fundamentals
       | at this point i.e. speculation makes it more like a Keynesian
       | beauty contest (picking stocks you think other people will think
       | are valuable).
       | 
       | https://en.m.wikipedia.org/wiki/Keynesian_beauty_contest
        
         | marcus_holmes wrote:
         | This is the truth. What drives the price up or down is
         | speculation about whether the price will go up or down. There
         | is only a very loose connection with actual company
         | performance.
        
         | vintermann wrote:
         | Some institutional designs are more prone to Keynesian beauty
         | contests than others.
         | 
         | It's instructive to compare "Crowdfunding" which took off with
         | Kickstarter ~15 years ago, with "Equity Crowdfunding", which
         | gets tried again and again, and has not a single success story
         | to its name.
         | 
         | Kickstarter was made to fund artistic ventures, and for the
         | first years, they were strict about only allowing that on their
         | site. The idea was to reduce risk for e.g. people trying to
         | bring their favorite band to the area for a concert.
         | 
         | On old Kickstarter, you only pledged to a project if YOU want
         | the product/outcome for its own sake.
         | 
         | However, in "equity crowdfunding", where backers are tempted
         | with a share in the profits of a venture, you should, if you
         | are smart, try to ignore what YOU want. Your own wants are a
         | source of error here: as a fan of the band, you're likely to
         | overestimate its appeal. You should play the Keynesian beauty
         | contest and try to guess what others want.
         | 
         | Kickstarter understood the difference very well. In the early
         | years, they banned such things as "reseller's tiers". Some
         | people would support e.g. a boardgame with pledging for five
         | copies of the game, betting on its success and hoping to resell
         | four of them. That brings the KBC factor in again, and
         | Kickstarter thought that it would eventually lead to the site
         | being flooded with the things everyone thought everyone else
         | wanted, rather than the things they actually wanted.
         | 
         | There's a whole scam industry dedicated to exploiting the gap
         | between what you want and what for its own sake and what you
         | want because you think others want it: MLMs. MLM victims get
         | tricked into a loop where they on one hand convince themselves
         | that the product is great because they hope to sell it, and on
         | the other convince themselves that the product will sell
         | because it's great.
        
         | throw0101a wrote:
         | > _I feel like the stock market is pretty divorced from
         | fundamentals at this point i.e. speculation makes it more like
         | a Keynesian beauty contest (picking stocks you think other
         | people will think are valuable)._
         | 
         | Momentum investing is a thing:
         | 
         | * https://www.investopedia.com/terms/m/momentum.asp
         | 
         | * https://en.wikipedia.org/wiki/Momentum_investing
         | 
         | A number of people make / made money when The Market became
         | "divorced from fundamentals": see _The Big Short_.
         | 
         | * https://en.wikipedia.org/wiki/The_Big_Short_(film)
         | 
         | Just remember: "The market remain irrational longer than you
         | can remain solvent." -- Keynes,
         | https://www.goodreads.com/quotes/603621
        
       | whatever1 wrote:
       | Sir this is just a casino. Stocks have nothing to do with the
       | businesses right after they are issued. A business can opt to
       | just never issue dividends (Hi Amazon). So the stock itself has 0
       | actual value. It does not generate cash. (Ok if the company goes
       | belly up you will get a percentage of the carcass)
       | 
       | But we can all gamble on what it is worth!
       | 
       | So stockholders are like roulette pill holders. Everyone just
       | bets on where the pill will fall. Few are luckier than others.
       | Some smarter know whether the roullete is rigged and have better
       | chances.
        
         | tempestn wrote:
         | A company could decide to never pay a dividend, yes. But that
         | doesn't mean the stock is worthless; you need to take the
         | thought process further. Who ultimately controls a company? The
         | shareholders. So, imagine a scenario where a company is
         | profitable and seemingly valuable, but for some reason the
         | share price is not increasing, so the shareholders are not
         | seeing their wealth increase. In that scenario they would
         | probably either pay a dividend or, more likely, take advantage
         | of the profitability and low stock price to buy back stock,
         | driving up its value.
         | 
         | Either way, the owners of a successful company are going to
         | want to profit from it, which will _make_ the shares valuable.
         | Of course, investors know this, and so the share price tends to
         | track current value of expected future earnings even without
         | the company taking direct action to distribute profits.
        
           | mullingitover wrote:
           | > Who ultimately controls a company? The shareholders.
           | 
           |  _Some subset of_ shareholders. For example: Meta Inc. and
           | their Class A vs B shares, GOOGL vs GOOG, etc.
        
             | whatever1 wrote:
             | Also not clear what their voting power is as at any point
             | the company can just issue infinite more shares.
        
               | tempestn wrote:
               | The existing controlling shareholders would need to
               | support the issuing of new shares. They would only choose
               | to dilute their own holdings if it were advantageous to
               | do so.
        
             | tempestn wrote:
             | Sure, but whichever shareholders control the company, they
             | ultimately want to profit from that ownership, right? So if
             | the stock price isn't reflecting the true value of the
             | underlying company, they're going to do something about it.
             | 
             | I suppose there are edge cases where they will instead
             | attempt to profit by convincing the board to pay the CEO a
             | trillion dollars, but even that kind of thing probably only
             | flies if the stock price is also going up. (I wouldn't have
             | thought to include that exception at all some years ago,
             | but at least one salient example has proven this possible,
             | if not likely.) So I could see a case for not trusting the
             | valuation of companies that behave in that particular
             | manner. Where the CEO is effectively the controlling
             | shareholder, especially if they have shown a willingness
             | and ability to inflate their own compensation.
        
         | mullingitover wrote:
         | It's a Keynesian Beauty Contest:
         | 
         | > A Keynesian beauty contest is a metaphorical beauty contest
         | in which judges are rewarded for selecting the most popular
         | faces among all judges, rather than those they may personally
         | find the most attractive.
         | 
         | This explains why informed investors know TSLA is worthless,
         | but they also know that the retail market as a whole thinks
         | it's as precious as unicorn tears, so it is priced accordingly.
        
           | whatever1 wrote:
           | So the market actually predicts the gambling strategies of
           | the players.
           | 
           | For example people who kiss their dice will likely put money
           | on red.
        
       | notmyjob wrote:
       | Nancy Palosi.
        
       | flave wrote:
       | > if a sufficiently large majority of investors believe the
       | hypothesis, they naturally would assume that new information
       | about a stock would very quickly be reflected in its price. They
       | would conclude that since relevant news almost immediately moves
       | the price up or down, and since new developments can't be
       | predicted, neither can price increases or decreases
       | 
       | This is an oversimplification of how professional investing
       | works.
       | 
       | The vast majority of the dollar value of markets isn't governed
       | by immediate profit seeking behaviour - it's people trying to
       | manage money in the context of a real business. Pension fund
       | money is the largest "pot" in the markets at any one time.
       | 
       | Pensions funds aren't incentivised to maximise returns in any
       | particular quarter/year. Instead, they're looking to manage risk
       | and ensure consistent returns in the very long term.
       | 
       | Therefore, the "value" they place on various assets is different
       | to what a trend fund or retail investor is thinking about. The
       | price at which they would buy/sell is different.
       | 
       | The market value might "reflect" that information but it could
       | easily create a situation in which short-term, strictly returns-
       | motivated investors might value an asset much more than pension
       | funds or vice versa. That creates opportunity for both to do a
       | non-zero-sum trade and both "make money".
       | 
       | I've seen it elsewhere in this thread but it's simply not the
       | case that the "markets are a casino _". The vast dollar value of
       | the market is about sharing risk and providing liquidity.
       | 
       | The global bond market are at least 1.5 times the size of the
       | equities market(s).
       | 
       | _yes some markets are basically a casino but they're tiny in
       | comparison.
        
         | Galanwe wrote:
         | > The vast dollar value of the market is about sharing risk and
         | providing liquidity.
         | 
         | This, very well summarized.
         | 
         | I would nuance (but not disagree with) your comments on pension
         | funds though. The thing is PF do not invest themselves, they
         | usually are, or delegate to, funds of funds, which in turn
         | decide on allocation based on the desired risk profile. It
         | could very well happen that the total allocation is the sum of
         | a multitude of individually short term investments, as long as
         | these are diversified enough. I would concede that in practice
         | that is not really feasible though.
         | 
         | These risks profiles are numerous, diverse, and ultimately
         | idiosyncratic. People often forget or don't know about all
         | these risk constraints, because they work in a fund that is
         | bound to a specific risk mandate.
         | 
         | For instance, depending on how your investment vehicule is
         | structured (the regulatory enveloppe through which you sell
         | your fund, which ultimately determines to who you can sell, how
         | you can advertise, how profits are taxed, etc), you can have
         | liquidity constraints (e.g. clients should be able to redempt
         | daily, weekly, ...) risk parity constraints (e.g. per asset
         | class vol budgets, to be respected daily, weekly, etc),
         | exposure budgets (e.g. country, sector, beta, ...),
         | counterparty risk (e.g. minimum number of managers to allocate
         | to, or clearing houses, or custodians), idiosyncratic risks
         | (e.g. an insurance company will need to be neutral against
         | natural disasters, healthcare exposure, etc), ESG, etc
        
         | bjourne wrote:
         | But maximizing long term returns means consistently maximizing
         | short term returns. In fact, the larger the capital the larger
         | risk you can take since you can survive longer streaks of bad
         | luck as long as your bets have positive expected value.
        
       | rhubarbtree wrote:
       | The EMH is obviously bs, as anyone with an ounce of common sense
       | can observe from today's market. To appeal to authority, buffet
       | and monger and graham point out how insane Mr Market is, and
       | they've done pretty well by exploiting its inefficiency.
       | 
       | Market prices are derived from supply and demand. A heavy
       | determinant of demand is income equality. Another is interest
       | rates. These are nothing to do with, in general, a particular
       | stock.
       | 
       | It's so obviously false to anyone trading or even watching stocks
       | that serious discussion by academics just adds weight to the
       | accusation that they don't know what they're talking about. We
       | need a new, more serious, science of economics.
        
         | tempestn wrote:
         | All models are flawed; some are useful. I would argue the EMH
         | is an imperfect but useful model of market behaviour.
        
           | rhubarbtree wrote:
           | You make a good point and I'm open to changing my mind.
           | 
           | How do you think it's useful? Can it be used to make
           | predictions about the future, for example?
        
             | tempestn wrote:
             | Aggregate predictions, yes. For example, the long-term,
             | risk-adjusted expected return of all liquid securities
             | should be the same if we believe EMH. Therefore by holding
             | a diversified sample of securities in a market, your
             | expected return should be the same as that of the market as
             | a whole (though actual return won't be). Any _expected_
             | difference would theoretically be due to a difference in
             | risk.
             | 
             | Now, it may be that the risk is one that other people care
             | about but you don't. Some investors might be more sensitive
             | to short-term volatility than others, for example. But a
             | weak EMH can at least give a framework for thinking about
             | these kinds of decisions. (Like whether to value tilt, for
             | example. Or whether to invest in active or passive funds.)
             | 
             | It also gives you a framework to think about in which cases
             | it is more or less likely to hold. Small, illiquid markets
             | are the least likely to be efficient, in my opinion and
             | experience. My only actively managed investment is in such
             | a market.
        
       | daft_pink wrote:
       | The efficient market hypothesis is a useful framework to
       | understand complicated dynamic markets, but like almost all
       | economic theories it isn't like a law of physics that explains
       | reality 100%, but is a partial abstraction that explains key
       | patterns of human behavior and information flow within markets.
       | 
       | You can think of it like a form of compression: it condenses an
       | incredibly complex, chaotic system into something we can reason
       | about. That simplification makes it powerful and insightful, but
       | it also means that a lot of nuance and unpredictability are lost
       | in the process. In contrast, a physical law can be calculated
       | precisely and consistently, while market behavior is always
       | shaped by human psychology, uncertainty, and imperfect
       | information.
        
       | johnnienaked wrote:
       | Any hypothesis based on false assumptions is a priori false, and
       | the EMH is filled with false assumptions.
        
       | randomtoast wrote:
       | I have just written an post on technical analysis that presents a
       | balanced perspective on the Efficient Market Hypothesis, the
       | Random Walk Hypothesis, and their relationship to practical
       | applications. I explore how retail traders identify patterns, how
       | these patterns may be exploited in high-frequency trading, and
       | how machine learning contributes to detecting and leveraging such
       | patterns. In case someone is interested:
       | https://beuke.org/technical-analysis/
        
       | water9 wrote:
       | It makes no sense because people do not acquire information at
       | the exact same time, nor do they act on it with the same amount
       | of force, i.e., capital.
       | 
       | It's the same stupid people who say the market is a random walk.
       | Oh yeah, if it was a random walk, then why do earnings reports
       | even matter? Companies could just lose and gain whatever they
       | want, and stocks would just fluctuate randomly.
       | 
       | Here's the truth. It's called Rice's theory of opportunity. It
       | says that there is a golden window on the order of a few weeks to
       | a few months where the signal-to-noise ratio has the least
       | attenuation. This is because it avoids the initial transitory
       | periods, the real-time gap between the knowledge existing and the
       | knowledge spreading to people with enough resources to make a
       | difference.
        
       | tim333 wrote:
       | I think the valuations of dogecoin and fartcoin don't fit well
       | with the efficient market hypothesis. They both have no assets
       | and no profits but fartcoin is valued at $668 million and
       | dogecoin at $39 billion. Surely in a rational market fartcoin
       | should be valued at more as it has a funnier name?
       | 
       | Slightly more seriously his assertion:
       | 
       | >Alternatively stated, the Efficient Market Hypothesis is true if
       | [...] a sufficiently large majority of investors believes it to
       | be false.
       | 
       | is flawed. They could believe it false but still make a mess of
       | the valuations. Which can cause real world problems if
       | profesional investors put your pension money into webvan or other
       | bubble stocks and then there is a cash shortage after the dot com
       | bubble burst. Of course they are wiser now and won't make such
       | errors with AI.
        
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