➘ #07 Source Article
1) Hypothesis Space
Reader note: The hypothesis space has two competitors: = “divine authorship by an omniscient, rational agent,” and
= “human authorship within ordinary cultural–cognitive limits.”
2) Universe of Texts
= set of possible texts;
Reader note: We treat the Bible as a specific text in a universe of texts so we can talk about which features it has or lacks.
3) Rational-Benchmark Predicates
= “explicit definition of rationality and proportional belief”
= “explicit rejection of belief beyond/against the evidence (faith-based epistemologies)”
= “articulation of an epistemic gradient and credence updating”
= “commendation of rational doubt when evidence is weak”
= “rejection of rewarding disproportionate belief”
= “explicit instruction on common fallacies and cognitive biases”
Reader note: These are the paper’s rational hallmarks a truth-oriented divine text would predictably include.
4) Benchmark Bundle Definition
Reader note: A text satisfies when it has all six rational features at once.
5) Observed Evidence Statement
Reader note: The analysis claims the Bible lacks each benchmark in a systematic way.
6) Contrary Features Present
= “valorization of faith beyond evidence”
= “binary framing of belief (faithful vs. unbelieving) rather than graded credences”
= “doubt framed as vice rather than proportionate skepticism”
Reader note: These positive counter-features run opposite to what a rational, clarity-aiming deity would include.
7) Strengthened Evidence Set
Reader note: We will condition on the whole observed profile, not just the absences.
8) Predictive Adequacy Under 
For each :
For each :
Reader note: A perfectly rational, truth-aimed author has strong reasons to include the benchmarks and avoid the contrary features, given background knowledge .
9) Predictive Adequacy Under 
For each :
For each :
Reader note: Ordinary human cultural authorship predicts less rational pedagogy and more faith valorization, binary belief framing, and skepticism-averse rhetoric.
10) Likelihood Factors for Absences
Reader note: Each missing benchmark is far less expected on than on
.
11) Likelihood Factors for Contrary Features
Reader note: The contrary features are much more natural under .
12) Joint Likelihood Ratio
Reader note: Multiple disconfirmations compound the disadvantage for .
13) Odds Form of Bayes’s Theorem
Reader note: Posterior odds equal prior odds multiplied by the likelihood ratio.
14) Posterior Ordering Result
Reader note: Given the evidence profile, human authorship is more probable.
15) Likelihoodist Summary
Reader note: The cumulative weight of evidence is negative for .
16) Methodological Bridge Principle
Reader note: This is the predictive asymmetry at the heart of the paper.
17) Observational Conjunction
Reader note: The observed profile fails the benchmarks and has features contrary to rational inquiry.
18) Decision Recommendation
Reader note: On predictive grounds, the Bible’s epistemic profile fits human authorship better.
19) Rational Doxastic Policy
Reader note: Shift credence away from divine authorship in proportion to the likelihood ratio.
20) Scope Note
Reader note: This aligns with the paper’s claim that proportional belief yields better outcomes.
21) Minimal Formal Restatement
Reader note: The distilled thesis in likelihood form.
22) Mapping Features to Factors
**: no explicit definition of rationality/proportional belief
**: no repudiation of belief beyond evidence
**: no credence-gradient pedagogy
**: no commendation of proportionate doubt
**: no rejection of rewarding disproportionate belief
**: no explicit instruction on fallacies/biases
**: faith beyond evidence valorized
**: binary belief framing
**: doubt discouraged
Reader note: These directly correspond to the inventory of omissions and contrary properties.
23) Final Comparative Verdict
Reader note: Human authorship dominates in posterior probability given the observed profile.
◉ A reader-friendly explanation of the symbolic logic above.
1) Two Competing Explanations
The argument begins by setting up two possible explanations for the Bible’s authorship:
- H₁: It was written or decisively guided by an all-knowing, rational being with an interest in making truth clear to readers.
- H₂: It was written by ordinary humans with the cultural and intellectual limits of their time.
2) The Bible as One Text Among Many
We treat the Bible simply as one book among all possible books, so we can compare what features it has against what features we’d expect under each explanation.
3) Six Rational Hallmarks
The paper identifies six things that a perfectly rational, truth-focused author would almost certainly include:
- A clear definition of rational thinking and proportional belief.
- A rejection of believing things without good evidence.
- Teaching on how belief strength should vary with the strength of evidence.
- Encouragement to doubt when evidence is weak.
- A rejection of rewarding strong belief when the evidence doesn’t support it.
- Clear instruction on common mistakes in reasoning and thinking.
4) Bundling the Hallmarks
If a text has all six of these features, it “passes” the rational benchmark test.
5) What We See in the Bible
When we look at the Bible, none of these six features are present.
6) Opposite Features
Not only are the benchmarks missing, the Bible contains three features pointing the opposite way:
- Faith (believing without sufficient evidence) is praised.
- Belief is presented as all-or-nothing—either faithful or not—rather than on a spectrum.
- Doubt is treated as a vice, not as a reasonable response when evidence is lacking.
7) Full Evidence Profile
The “evidence” we’re working with is both the absence of all six benchmarks and the presence of these three contrary features.
8) Predictions from Divine Authorship
If the Bible were written by a perfectly rational, truth-focused deity, we would expect each of the six benchmarks to be there and each of the three contrary features to be missing.
9) Predictions from Human Authorship
If the Bible were written by humans of the ancient world, we would expect the opposite: little or no systematic rational teaching, but plenty of faith-promotion and discouragement of doubt.
10–11) Likelihood of the Evidence
Each missing benchmark is much less likely if H₁ is true than if H₂ is true. Likewise, each contrary feature is far less likely if H₁ is true than if H₂ is true.
12) Combining the Evidence
When we put all these differences together, the combined pattern we see in the Bible is vastly more likely if H₂ is true than if H₁ is true.
13–14) Bayesian Update
Using Bayes’s theorem, the prior odds we have for H₁ vs. H₂ should be multiplied by this likelihood ratio. Because the ratio is very small, our confidence in H₁ should drop, unless we started with an extremely high prior belief in H₁.
15) Overall Weight of Evidence
Each missing benchmark and each contrary feature pushes the evidence against H₁. Adding them all up produces a strong net weight in favor of H₂.
16) Core Predictive Difference
The heart of the argument is that a rational, truth-focused deity would strongly tend to produce a book with these benchmarks, while human authors wouldn’t.
17) What the Evidence Shows
The actual Bible fails all six benchmarks and has all three contrary features.
18) Comparative Judgment
Given this pattern, the human-authorship hypothesis is the better explanation.
19) Rational Belief Adjustment
A rational thinker should shift their belief toward human authorship by an amount proportional to how much less likely this evidence is under H₁.
20) Broader Implication
If H₂ is true, then societies are better served by promoting evidence-proportional belief rather than faith.
21) Condensed Claim
The short version: The way the Bible treats belief is far more likely under human authorship than divine authorship.
22) Feature-by-Feature Mapping
The argument explicitly ties each absence and contrary feature to its impact on the likelihood ratio, making the case evidence-driven rather than rhetorical.
23) Final Conclusion
Given the observed features of the Bible, human authorship is the more probable explanation.
◉ Prose Version:
The argument begins by framing two competing explanations for the Bible’s authorship. The first, H₁, holds that it was written or decisively guided by an all-knowing, rational being intent on making truth clear to readers. The second, H₂, posits that it was authored by ordinary humans working within the cultural and intellectual limitations of their era. By treating the Bible as one text among many possible texts, we can compare its actual features against what each hypothesis would predict.
The paper identifies six rational hallmarks that a perfectly rational, truth-focused author would be expected to include: a clear definition of rational thinking and proportional belief; an explicit rejection of believing without sufficient evidence; instruction on how belief strength should vary with the strength of evidence; encouragement to doubt when evidence is weak; rejection of rewarding strong belief when evidence does not support it; and explicit guidance on common reasoning errors and cognitive biases. If a text contains all six of these features, it satisfies the rational benchmark test.
Upon examining the Bible, however, none of these benchmarks appear. More than that, the text contains three features that run in the opposite direction: it praises faith as belief without sufficient evidence, it frames belief as binary—either one is faithful or not—rather than as a spectrum, and it portrays doubt as a vice rather than as a reasonable response when evidence is lacking. The evidence under consideration is therefore the complete absence of all six benchmarks combined with the presence of these three contrary features.
From the standpoint of divine authorship, we would expect the benchmarks to be present and the contrary features absent. From the standpoint of human authorship in an ancient cultural context, we would expect the opposite: little or no systematic rational instruction, along with promotion of faith and discouragement of doubt. Each missing benchmark is much less likely if H₁ is true than if H₂ is true, and each contrary feature is likewise far less likely under H₁ than H₂. When combined, these differences make the overall evidence pattern vastly more probable on H₂ than on H₁.
Applying Bayes’s theorem, our prior odds for H₁ versus H₂ should be multiplied by this likelihood ratio. Because the ratio is very small, our confidence in H₁ should decrease significantly, unless we began with an extremely high prior belief in H₁. Each missing benchmark and each contrary feature pushes the evidence against H₁, and together they create a strong cumulative case for H₂. The central predictive asymmetry is that a rational, truth-focused deity would be expected to produce a book that included these benchmarks, whereas ordinary human authors would not.
Given that the actual Bible fails to meet any of the six benchmarks and contains all three contrary features, the human-authorship hypothesis fits the observed facts better. A rational thinker should adjust their belief toward H₂ in proportion to how much less likely this evidence is under H₁. If H₂ is correct, then societies benefit more from promoting belief proportionate to evidence than from valorizing faith. In short, the Bible’s treatment of belief is far more consistent with human authorship than with divine authorship, and this conclusion follows directly from the comparative likelihoods of the observed evidence under each hypothesis.



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