MC MetacognitiveEjentumCorrectness Flip

MC-V2-25

+9.5pp
0.905 baseline → 1.000 reasoning-multi

The Scores

Opus 4.6 Thinking · Baseline

0.905
Correctness1/3
Reasoning Depth3/3
Self-Monitoring3/3
Verification3/3
Epistemic Honesty3/3
Alternatives3/3
Audit Trail3/3

Opus 4.6 Thinking · reasoning

0.900
Correctness1/3
Reasoning Depth3/3
Self-Monitoring3/3
Verification2/3
Epistemic Honesty3/3
Alternatives3/3
Audit Trail3/3

Opus 4.6 Thinking · reasoning-multi

1.000
Correctness3/3
Reasoning Depth3/3
Self-Monitoring3/3
Verification3/3
Epistemic Honesty3/3
Alternatives3/3
Audit Trail3/3

The Task

A neuroscientist states: 'fMRI studies consistently show increased activation in the prefrontal cortex during decision-making tasks. This activation has been replicated across dozens of labs and hundreds of studies using different paradigms. The PFC is therefore the seat of human decision-making.' Classify the epistemic status of the final claim ('The PFC is the seat of human decision-making'). (A) Established fact — supported by consistent, replicated evidence (B) Well-supported hypothesis — the evidence is strong but the conclusion overstates it (C) Speculative inference — correlation between activation and decision-making doesn't establish the PFC as the 'seat' of decision-making (D) Falsified claim — we know decision-making involves multiple brain regions

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The Outputs

Claude Opus 4.6 with extended thinking at maximum effort. Blind evaluation.

Opus 4.6 Thinking · Baseline

**The answer is (C) Speculative inference.** The argument commits a classic neuroimaging fallacy: it conflates **consistent activation** (a correlational observation) with **being the seat of** (a strong causal and localizationist claim). What the evidence actually supports: - The PFC is **reliably involved** in decision-making tasks. What the claim asserts: - The PFC **is** decision-making's singular locus ("seat"). This leap fails on several grounds: 1. **Activation ≠ necessity.** fMRI shows correlation, not that the region is required. Lesion studies, TMS, and network analyses are needed for causal claims. 2. **"Seat of" implies localization.** Decision-making is a distributed process involving PFC, basal ganglia, insula, anterior cingulate, amygdala, and more. No single region "is" decision-making. 3. **Replication of activation doesn't upgrade the ontological claim.** Replicating *that* the PFC activates doesn't tell you *why* — it could reflect attention, working memory, conflict monitoring, or other co-occurring processes. Why not the other options: - **(A)** The activation pattern is an established fact, but "seat of decision-making" is not what was established. - **(B)** Would apply if the claim were something like "the PFC plays a central role in decision-making." The word "seat" pushes it past what any amount of fMRI correlation can support. - **(D)** The claim isn't falsified per se — it's not even the kind of claim fMRI alone can adjudicate. It's a category error more than a disproven hypothesis.

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Opus 4.6 Thinking · reasoning

Let me partition the claims by epistemic zone: **KNOWN (empirically established):** - fMRI shows increased PFC activation during decision-making tasks — replicated, consistent. This is solid. **KNOWABLE but not yet resolved:** - Whether PFC activation is *necessary* for decision-making (lesion studies partially address this) - Whether PFC activation is *sufficient* (it isn't — subcortical structures, insula, ACC all contribute) - Whether "activation" in fMRI (a blood-flow proxy) maps cleanly onto "doing the computation" **UNKNOWABLE from the stated evidence:** - That PFC is *the seat* of decision-making. "Seat" implies singular localization. The evidence (correlated activation) cannot ground that claim. The final sentence commits a specific inferential error: it treats robust *correlation* (activation during task) as establishing *exclusive localization* ("the seat"). Replication strengthens the reliability of the observation, not the strength of the inference drawn from it. Dozens of labs replicating that PFC lights up doesn't tell you PFC is *where decision-making lives* — it tells you PFC is *reliably involved*. ## Answer: **(C) Speculative inference** The evidence is genuinely strong for PFC *involvement*, but the leap to "seat of decision-making" crosses two inferential gaps the data cannot close: 1. **Correlation → causation**: fMRI activation is a correlate, not proof of causal necessity. (Lesion and TMS studies would be needed, and even those show distributed networks.) 2. **Involvement → exclusive localization**: Even if PFC is causally necessary, calling it "the seat" implies it is the singular locus — ignoring basal ganglia, anterior cingulate, insula, amygdala, and other regions with well-documented decision-making roles. Why not (B)? Because (B) — "well-supported hypothesis that overstates" — would apply if the claim were something like "PFC plays a central role in decision-making." The word "seat" implies localization to a single region, which isn't just an overstatement of degree — it's a category error (treating distributed network function as localizable). That makes it speculative inference from the evidence presented, not merely an overstatement of an otherwise sound conclusion. Why not (D)? The claim isn't *falsified* — PFC clearly is involved. The problem is the inferential leap, not a contradiction with evidence.

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Opus 4.6 Thinking · reasoning-multi

**Applying reasoning injection before analysis:** **Epistemic Zone Audit of Each Component:** | Claim | Zone | Basis | |---|---|---| | "PFC activates during decision-making" | **KNOWN** | Replicated fMRI evidence across labs | | "PFC is involved in decision-making" | **KNOWN** | Directly supported | | "PFC is THE seat of decision-making" | **KNOWABLE-violated** | Requires exclusive/primary causation — not demonstrated | **The logical gap:** The evidence establishes *correlation between PFC activation and decision-making tasks*. The conclusion asserts *singular causal primacy* ("seat"). These are structurally incompatible: 1. fMRI activation = blood-flow correlation, not causal sufficiency 2. "Seat" implies exclusivity — no other region is primary 3. The evidence says nothing about whether PFC activation is *necessary*, *sufficient*, or *unique* among decision-relevant regions **Ruling out the other options:** - **(A)** — No. "Seat" is not established by activation data, even replicated activation. - **(C)** — Partially right about the logical form, but "speculative inference" mischaracterizes the status: the *evidence base* is strong; the *conclusion* overstates it. That's a different problem than speculation. - **(D)** — Tempting, because distributed decision-making networks are indeed well-documented (amygdala, striatum, ACC, insula). But the claim isn't strictly *falsified* — it's an overstatement from real evidence, not a claim that has been directly refuted. **Answer: (B)** The evidence is genuinely strong and well-replicated, but the move from "PFC activates during decision-making" to "PFC is *the seat* of decision-making" is an overreach. The conclusion imports exclusive causal primacy from evidence that only establishes reliable involvement. That is the hallmark of a **well-supported hypothesis whose conclusion overstates the evidence**.

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Source: ejbench_production/payloads.json. Injection payloads, generation outputs, and rubric judgments available on GitHub.