The problem is that many investors apply metrics, like P/E or book value, blindly without understanding the assumptions that must be true for the metric to be a meaningful measure of value. It is even more complicated inasmuch as some companies fall into an ambiguous gray area when it comes to appropriate valuation metrics (I'd argue Apple is one such company).
Like with any analysis, there is some work to make sure the statistical model actually captures what you intend to measure.
This is obviously the core of the issue. But you'd be surprised at how often it is that these concepts surrounding P/E are parrotted constantly at many leading financial firms and schools.
There are still measures that correlate well with low risk and strong returns for some subset of companies, but identifying a subset and building valuation models for them is non-trivial (e.g. I typically use risk models for revenue growth in comparative valuation which don't even apply to most of the market). If it was as simple as looking at a trivial ratio of public numbers, everyone would already be doing it.
I've been investing a long time and the markets have changed a lot over the decades. At this point, I think most of the investing advice from several decades ago is obsolete because it is based on assumptions that aren't actually true today. Investment advice and heuristics have a shelf-life. Most people aren't going to build a portfolio strategy from first principles, it is a lot of work, hence the popularity of index funds.
I just wanted to give an example to say that you can check things about a company beyond the stock price, which may be inflated by gambling. If a stock is "gambled" to the moon, it assume would have a very high P/E. I'm not actually an expert on those indicators, haven't looked into them much.
Per your previous sentences though, a common refrain on /r/WSB is "Sir, this is a casino".
I don't think /r/WSB is representative of the stock market as a whole.
The stock market is just people trading. Some do stupid trades, some do smart trades. To cherry pick some stupid trades and claim it is all a casino is crazy, imo.
Personally, I am a freedom guy - I think people's freedoms should be maximized.
The alternative to "letting the people trade" is to regulate what people invest in. In my country, it gets harder and harder to invest in anything but the government pension, as every other asset class is being destroyed with taxes and risk of socialist pawning. There are also rules. It is just another tentacle of the "nanny state", preventing people from making potentially harmful decisions. But it limits freedom. Especially people on Hacker News (formerly Startup News) should understand. Should people be allowed to do Startups? It's a very risky undertaking which might lose you money.
And the "value theory of labor" states that the value of labor is determined by how hard the work is. So why should I not be paid for digging a hole in front of your door?
If you say you didn't want that hole to begin with, we are veering into "people should only pay for what they want", and I think the "value theory of labor" already gets in trouble. You have to admit that how much people want something, or how useful it is to them, should factor into how much they should have to pay somebody else. So the theory that only labor should determine the price is debunked.
"All value derives from labor" is not even true (what about trading rare items, for example - or lets take a house. Is a house by the lake the same value as a house on a garbage dump, because they both take the same amount of labor to build?), and it seems a very vague statement. How do you derive the value of something from that statement?
Edit: from Wikipedia ( https://en.wikipedia.org/wiki/Labor_theory_of_value ) it seems quite a mess, perhaps a bit like planning economy where they add yet another equation to account for yet another problem, but they can never really capture it all. But at the end of the day, what is it useful for, other than making "worker demands"? Can you use it to compute anything useful? I highly doubt it. In another way it might just be saying "energy determines the price of everything", in archaic terms when energy was mostly "labor".
It seems much more practical and sensible to simply go with market prices.
Again my question, what is the actual use for the concept? If you can not use it to determine price, what is it for?
And there are still examples that show how useless it is, like an apple has no value because it grows by itself? But apple juice (or sugar extracted from apples) has more value than an apple, because labor is used to extract it from apples? What possible use could be for that metric (and what is the unit of "value" - a vague feeling that stuff is owed to you?)? Even though the nutritious value of an apple is higher than apple juice or sugar?
There are simple calculations like Price/Earnings ratio that are usually published with every stock, that can help to see if it is a "gambling stock".
You will of course hear all sorts of opinions about the stock market, including hardcore socialists who believe it is the root of all evil and so on. So take everything with a grain of salt.