Links on the page just before this one. You don’t have to do a lot of searching.

Regards,
MG
Chat GptStylometry, the analysis of writing style to attribute authorship, faces several challenges that can undermine its reliability. These challenges include:
1. **Variability in Writing Style**: An individual's writing style can vary significantly depending on context, audience, purpose, or time. For example, a person might write differently in formal academic papers than in casual emails or in personal diaries. Stylometry typically relies on consistent patterns in word choice, sentence structure, and other linguistic features, but these patterns can shift based on circumstances, making accurate authorship attribution difficult.
2. **Small Sample Size**: Stylometric studies often work with limited samples of text, especially when analyzing historical works where not much writing from a specific author survives. A small sample size may not accurately represent an author’s full range of style, leading to erroneous conclusions.
3. **Overfitting and Bias**: Machine learning algorithms used in stylometry can sometimes overfit the data to match patterns that aren't meaningful, producing false positives. The selection of features (e.g., sentence length, punctuation patterns) can also introduce bias based on what the researcher considers important, potentially skewing results.
4. **Authorial Influence and Collaboration**: Many historical works were produced with input from collaborators, editors, or even ghostwriters, which can make it harder to attribute a work to a single author. In these cases, the stylistic features used in the text may not be consistent with the supposed author’s known style, leading to inaccurate conclusions.
5. **Language Evolution**: Language changes over time, and an author’s style may evolve too. Stylometry based on modern linguistic patterns might not account for historical shifts in grammar, vocabulary, or spelling, which can distort the analysis when applied to older texts.
6. **Text Manipulation or Forgery**: In some cases, texts might be deliberately altered to imitate another author’s style. This can be done in a way that confounds stylometric analysis, making it difficult to distinguish between genuine authorship and a deliberate forgery.
7. **Limited Features and Lack of Context**: Stylometry typically analyzes surface-level features like word frequencies or syntactic patterns. However, it often ignores deeper elements of authorship, such as thematic concerns, cultural context, or personal voice, which can provide important clues to authorship. Without considering these factors, stylometry might fail to capture the true complexity of an author’s style.
And we have this:I Have Questions wrote: ↑Wed Nov 20, 2024 6:59 pm
I don’t trust stylometry studies for those reasons.
We can go back and forth with A.I. on this.
Stylometry studies can be useful in discerning the authorship of a text like the Book of Mormon by analyzing the unique writing style of individual authors. These studies have been conducted on the Book of Mormon and have found distinct "wordprints" or writing patterns for the major contributors like Nephi, Mormon, Moroni, and Alma, which differ from Joseph Smith's own writing style.
This evidence suggests that the Book of Mormon was written by multiple authors, rather than just Joseph Smith on his own. Stylometry studies provide scientific data that can help to support the Book of Mormon's internal claims about its authorship and provide insight into the process by which it was created.
Pi A.I.
Add in, specific to this thread, that there may have been collaboration, the 'authors' cannot be verified as existing in the time and place of the book setting, and that writers of fiction can and do develop different voices in their storytelling, and the theory collapses entirely.I Have Questions wrote: ↑Wed Nov 20, 2024 6:59 pmChat GptStylometry, the analysis of writing style to attribute authorship, faces several challenges that can undermine its reliability. These challenges include:
1. **Variability in Writing Style**: An individual's writing style can vary significantly depending on context, audience, purpose, or time. For example, a person might write differently in formal academic papers than in casual emails or in personal diaries. Stylometry typically relies on consistent patterns in word choice, sentence structure, and other linguistic features, but these patterns can shift based on circumstances, making accurate authorship attribution difficult.
2. **Small Sample Size**: Stylometric studies often work with limited samples of text, especially when analyzing historical works where not much writing from a specific author survives. A small sample size may not accurately represent an author’s full range of style, leading to erroneous conclusions.
3. **Overfitting and Bias**: Machine learning algorithms used in stylometry can sometimes overfit the data to match patterns that aren't meaningful, producing false positives. The selection of features (e.g., sentence length, punctuation patterns) can also introduce bias based on what the researcher considers important, potentially skewing results.
4. **Authorial Influence and Collaboration**: Many historical works were produced with input from collaborators, editors, or even ghostwriters, which can make it harder to attribute a work to a single author. In these cases, the stylistic features used in the text may not be consistent with the supposed author’s known style, leading to inaccurate conclusions.
5. **Language Evolution**: Language changes over time, and an author’s style may evolve too. Stylometry based on modern linguistic patterns might not account for historical shifts in grammar, vocabulary, or spelling, which can distort the analysis when applied to older texts.
6. **Text Manipulation or Forgery**: In some cases, texts might be deliberately altered to imitate another author’s style. This can be done in a way that confounds stylometric analysis, making it difficult to distinguish between genuine authorship and a deliberate forgery.
7. **Limited Features and Lack of Context**: Stylometry typically analyzes surface-level features like word frequencies or syntactic patterns. However, it often ignores deeper elements of authorship, such as thematic concerns, cultural context, or personal voice, which can provide important clues to authorship. Without considering these factors, stylometry might fail to capture the true complexity of an author’s style.
I don’t trust stylometry studies for those reasons.
He was a gifted story teller who had been developing a fictional narrative about where the native Americans came for a lot of his life. He don’t need to be a good writer because he employed scribes to write down his oration.
A magicians prop.And remember, his head was in a hat during the translation process. A little(or big) twist to the process as you think about it.
What’s that got to do with anything?IHQ is a confirmed nonbeliever.
Says the bloke who uses A.I. frequently and who posts links to stuff he hasn’t read.It is incumbent on each individual to do their OWN research and investigation.
Absolutely, check what I say, check my facts, check my links, check the things I post against corroborations.Do not rely on the words of an apostate.
Absolutely.Marcus wrote: ↑Wed Nov 20, 2024 7:57 pmAdd in, specific to this thread, that there may have been collaboration, the 'authors' cannot be verified as existing in the time and place of the book setting, and that writers of fiction can and do develop different voices in their storytelling, and the theory collapses entirely.I Have Questions wrote: ↑Wed Nov 20, 2024 6:59 pmChat Gpt
I don’t trust stylometry studies for those reasons.
https://www.churchofjesuschrist.org/stu ... y?lang=engDuring our evening conversations, Joseph would occasionally give us some of the most amusing recitals that could be imagined. He would describe the ancient inhabitants of [the American] continent, their dress, mode of traveling, and the animals upon which they rode; their cities, their buildings, with every particular; their mode of warfare; and also their religious worship. This he would do with as much ease, seemingly, as if he had spent his whole life among them.
This is classic MG 2.0.MG 2.0 wrote: ↑Wed Nov 20, 2024 7:29 pmIHQ is a confirmed nonbeliever. It is incumbent on each individual to do their OWN research and investigation. Do not rely on the words of an apostate.
Even if he comes across as a nice guy.![]()
(he may well be…but we don’t know that either, do we?)
The nature of online communication. We don’t know ‘the other’. What I do know is that IHQ is an apostate for whatever that might be worth in the equation of things.
My problem is with MG's passive-aggressive: "Even if he comes across as a nice guy.drumdude wrote: ↑Wed Nov 20, 2024 11:23 pmCredulity is not a virtue.
When MG calls us “unbelievers” or “apostates” or “atheists” it is not derogatory to me. Those positions are the default to any outrageous claim. Anyone who believes without good evidence is credulous. And I think Mormons are as credulous as Scientologists.
There is as much evidence for Nephi’s existence as there is for the space alien emperor Xenu. Zero!
I noticed that he took a little swipe at me too, upthread.Morley wrote: ↑Wed Nov 20, 2024 11:50 pmMy problem is with MG's passive-aggressive: "Even if he comes across as a nice guy.drumdude wrote: ↑Wed Nov 20, 2024 11:23 pmCredulity is not a virtue.
When MG calls us “unbelievers” or “apostates” or “atheists” it is not derogatory to me. Those positions are the default to any outrageous claim. Anyone who believes without good evidence is credulous. And I think Mormons are as credulous as Scientologists.
There is as much evidence for Nephi’s existence as there is for the space alien emperor Xenu. Zero!![]()
(he may well be…but we don’t know that either, do we?)." He doubles down by implying that not being a nice guy could be linked to what he calls IHQ's apostasy.
In MG's mind, the insertion of a smiley face gives him deniability. I'm sure my comment will also bring charges that I'm canceling him. But I'm not. I don't really care what insults he suggests. I doubt if IHQ does, either. That said, I do find it interesting when the mask slips.