"Do not walk to the truth, but dance. On each and every step of that dance your foot comes down in exactly the right spot. Each piece of evidence shifts your beliefs by exactly the right amount, neither more nor less. What is exactly the right amount? To calculate this you must study probability theory. Even if you cannot do the math, knowing that the math exists tells you that the dance step is precise and has no room in it for your whims." -- from "Twelve Virtues of Rationality", by Eliezer Yudkowsky
One of the more useful mental tools I've found is the language Lojban ( http://www.lojban.org/tiki/Learning ), which makes explicit many of the implicit assumptions in languages. (There's also a sub-language based on Lojban, called Cniglic ( http://www.datapacrat.com/cniglic/ ), which can be added to most existing languages to offer some additional functionality.)
One of the things Lojban (and Cniglic) has are 'evidentials', words which can be used to tag other words and sentences to explain how the speaker knows them: "ja'o", meaning "I conclude", "za'a" meaning "I observe", "pe'i" meaning "It's my opinion", and more. However, there hasn't been any easy and explicit way to use this system to express Bayesian reasoning...
... until today.
Lojban not only allows for, but encourages, "experimental" words of certain sorts; and using that system, I have now created the word "bei'e" (pronounced BAY-heh), which allows a speaker to tag a word or sentence with how confident they are, in the Bayesian sense, of its truth. Taking an idea from the foundational text by E.T. Jaynes, "bei'e" is measured in decibels of logarithmic probability. This sounds complicated, but in many cases, is actually much easier to use than simple odds or probability; adding 10 decibels multiplies the odds by a factor of 10.
The current reftext for "bei'e" is at http://www.lojban.org/tiki/bei%27e , which basically amounts to adding Lojbannic digits to the front of the word:
ni'uci'ibei'e | -oo | 0% | 1:oo | complete disbelief, paradox |
ni'upabei'e | -1 | 44.3% | 4:5 | |
ni'ubei'e | <0 | <50% | <1:1 | less than even odds, less likely than so |
nobei'e | 0 | 50% | 1:1 | neither belief nor disbelief, agnosticism |
ma'ubei'e | >0 | >50% | >1:1 | greater than even odds, more likely than not |
pabei'e | 1 | 55.7% | 5:4 | preponderance of the evidence |
rebei'e | 2 | 61.3% | 3:2 | |
cibei'e | 3 | 66.6% | 2:1 | clear and convincing evidence |
vobei'e | 4 | 71.5% | 5:2 | |
mubei'e | 5 | 76.0% | 3:1 | beyond a reasonable doubt |
xabei'e | 6 | 80.0% | 4:1 | |
zebei'e | 7 | 83.3% | 5:1 | |
bibei'e | 8 | 86.3% | 6:1 | |
sobei'e | 9 | 88.8% | 8:1 | |
panobei'e | 10 | 90.9% | 10:1 | |
pacibei'e | 13 | 95.2% | 20:1 | |
xarebei'e | 62 | 99.99994% | 1,500,000:1 | 5 standard deviations |
ci'ibei'e | oo | 100% | oo:1 | complete belief, tautology |
xobei'e | ? | ?% | ?:? | question, asking listener their level of belief |
By having this explicit mental tool, even if I don't use it aloud, I'm finding it much easier to remember to gauge how confident I am in any given proposition. If anyone else finds use in this idea, so much the better; and if anyone can come up with an even better mental tool after seeing this one, that would be better still.
.uo .ua .uisai .oinairo'e
While technically true, those 2000-some words combine in nontrivial and mostly arbitrary ways. The language is no toki pona. I think the proper comparison is with Mandarin; there one learns on the order of 4000 characters, which then combine in not-immediately-obvious ways.
The PEG that parses Lojban is the size of an X-Box. This claim is plainly false. There are more than 11 cmavo that substantially change the parsing of lojban in distinct ways.
Then suddenly,
These are all gismu places that have to be memorized, because there is no template rule for gismu referring to materials. While "there are no irregularities, no words that change arbitrarily" is technically true, there are also few regularities in the basic words (= gismu and cmavo) of the language. The situation is resoundingly worse once one starts forging lujvo.
I think the operating phrase here is "summarized," it is akin to the way you can write a human-readable book about english grammar even though the only known parser for it is the human brain. I have, specifically, viewed the Yacc code that can parse Lojban (with some clever use of error recovery) and it holds on the order of 600 rules. My point was that if you wrote a book on Lojban grammar it would have 11 chapters, each meticulously detailing... (read more)