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My sources are bountiful. Find the circle. My argument looks more like the chart and less like a circle.
(Chart from: Robert Arp et al., Bad Arguments 100, pg. 7)
P1: AI has certain essential properties necessary for its operation.
Evidence:
1-Prima facie true.
P2: One of these essential properties is Tokenization, and it is shared by all AIs.
Evidence:
1- blogs.nvidia.com/blog/ai-tokens…
2- Blake, Jordan. The Ultimate Generative AI For Beginners Collection, (p. 229).
P3: Tokenization means that AI doesn't have true knowledge, it only predicts what token comes next.
Evidence:
1- Mollick, Ethan. Co-Intelligence: Living and Working with AI (p. 9, p. 93-95).
P4: Grok shares in the essential problems of P3.
Evidence:
1- Grok itself x.com/grok/status/20…
2- Grok is a species/member of AI, and thus (from P1) necessarily has this property.
P5: Anything lacking true conceptual knowledge should not be trusted as one's sole or primary source of evidence.
Evidence:
1- Prima Facie True
2- Knowledge is required to have concepts in the first place. Rand, Ayn. Introduction to Objectivist Epistemology: Expanded Second Edition (p. 65).
3- J.P. Moreland; William Lane Craig, Philosophical Foundations for a Christian Worldview, Ch. 2-3.
Therefore
C1: Since Grok has no true conceptual knowledge (from P1-4), we should not trust it as one's sole or primary source of evidence (from p5).
Evidence:
1- Grok itself x.com/grok/status/20…
BUT WAIT, there's more!
P6: AI hallucinates, commonly producing incorrect information.
Evidence:
1- Because the output is purely predictive based on training data and feedback (from P2 and P3), there is always the chance the prediction is wrong.
P7: AI is wrong more often than experts.
Evidence
1- Scientific studies confirm the rate of AI Error x.com/IntroOfCoffee/…
3- Other AIs show similar rates x.com/IntroOfCoffee/…
4- These numbers (45-52%) are higher than the 15% error rate you cited x.com/Spiciest_Mouth…
5- 15% error rate verified, "de Lacey and colleagues found a 15% misquotation rate, a statistic that was confirmed by a more recent study by Mogull." sciencedirect.com/science/articl…
6- Arguing Grok is immune to this is special pleading
P8: Sound epistemology does not start or end at expert opinion anyways; one should not ground their epistemology solely on one fallible method.
Evidence:
1- Same as P5, just study epistemology my guy it'll help you.
2- See chart and its source.
Therefore:
C2: Because Grok is fallible (from P6-8), we should not use Grok as one's sole or primary source of evidence (reaffirming C1).
This means not only is my argument not circular, but there are also multiple avenues to confirm my opinion. That means you are wrong in multiple ways. There is no circle. You are just dumb.

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