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An open-source analysis hosted on GitHub has tested the theory that Elon Musk is Satoshi Nakamoto, the pseudonymous creator of Bitcoin. The study, which utilized the Grok AI chatbot developed by Musk’s company xAI alongside statistical stylometry techniques, found that Musk’s writing habits diverge significantly from those attributed to Satoshi.
Writing Fingerprint Discrepancies
The research focused on three specific linguistic markers often cited by proponents of the Musk-Satoshi connection: double spacing, British spelling usage, and function-word patterns. The analysis revealed stark contrasts between the two writers’ digital footprints.
In terms of punctuation, the data showed that Satoshi used two spaces after periods in 95.3% of instances. In contrast, Musk’s raw posts on X displayed zero cases of this habit. The study also examined spelling conventions, noting that Satoshi’s writing included British forms in 32.7% of cases. Musk’s writing, however, relied on British spellings in only 0.65% of instances. Furthermore, the analysis found no evidence that Musk’s early writing exhibited British characteristics; his earliest testable texts, dating from 2006, already employed American spelling.
Word pattern analysis provided additional separation. Musk ranked 30th out of 66 writers in function-word similarity, a position no closer to Satoshi than a typical control writer. The method itself demonstrated reliability, correctly attributing Satoshi’s text samples in 27 out of 30 tests. This accuracy lends statistical weight to the comparative findings, suggesting that the linguistic distance between Musk and Satoshi is substantial.
Context and Limitations
The theory that Musk is Satoshi has circulated for years, partly fueled by a claim made by a former SpaceX intern in 2017. Musk has repeatedly denied creating Bitcoin. In a November 2017 tweet, he stated: “Not true. A friend sent me part of a BTC a few years, but I don’t know where it is.”
The repository also tested the X posts of Bitcoin advocate Brad Mills. Mills’ writing ranked 52nd out of 66 writers, indicating that the data does not support a link between him and Satoshi either. Other figures were also compared: cypherpunk Hal Finney scored closer to Satoshi’s style than Musk did, while Nick Szabo scored further away.
Specific lexical quirks also highlighted the differences. Satoshi wrote the hyphenated form “e-mail” 17 times and the unhyphenated “email” only three times. Musk, conversely, wrote “email” 65 times and never used the hyphenated form. The author of the study noted several caveats that limit the scope of the findings. A genre gap exists, as Satoshi primarily wrote emails and forum posts, while Musk mostly writes tweets. Additionally, smartphone formatting often converts double spaces automatically, which weakens the reliability of that specific test. The study also identified a small sample size for early texts, finding only eight Musk spelling examples prior to 2013.
The README for the project describes the work as a hobby-scale project rather than forensic linguistics. Consequently, the analysis cannot definitively prove or disprove the identity of Satoshi Nakamoto. The creator of Bitcoin remains an unsolved mystery, with no confirmed public identity.
Frequently Asked Questions
Did the study use Elon Musk’s own AI to analyze his writing?
Yes, the researcher combined the Grok Bot, an AI chatbot built by Musk’s company xAI, with stylometry techniques to conduct the analysis.
What were the three main writing fingerprints tested in the study?
The study examined double spacing after periods, the frequency of British spelling, and function-word similarity patterns.
