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Elusive by Law · claim MPI-C007 · Attribution rung · The attribution question

The pattern of early positive results, decline, and displacement in the correlation-matrix program is produced by genuine non-local psychophysical correlations of the kind MPI describes.

The featured thesis: the matrix experiments really did catch something — a real connection between minds and machines that by its nature cannot be pinned down — and the fading, shifting record is that something behaving exactly as the theory says it must.

AI-extractedorigin: MPI synthesis document — central thesis

credibility — is the claim itself true?

Weakly supported

Some peer-reviewed positives exist (Walach 2020; parts of Flores 2021), and the proponents publish their failures — but the strongest-designed test (Grote's blind analysis) was null, the founding results are weakened by the dependence critique, and every conventional mechanism the rival explanation needs is documented inside this very corpus. The thesis survives mainly in the spaces the strictest tests have not yet covered.

diagnosticity — how much does it decide the thesis?

high

This is the thesis itself. Everything below the ladder exists to test it against MPI-C008.

Evidence

Supports (1)

Supports· moderateMPI-E002

Walach et al. 2020: a large two-lab replication reports a significant surplus

what the source states
A two-laboratory replication with rebuilt hardware and software and a 45×45-variable matrix (2,025 cells) reported evidence for anomalistic correlations between human behavior and a random event generator, evaluated against 10,000 simulated experiments.
what we infer
The strongest positive result in the modern record — and qualified by its own authors a year later, who described it as "a significant but fragile effect, as significance broke down in reasonably improved methods of analysis" (Walach et al. 2021). Both halves belong in the ledger.
limitations
  • Co-authored by the model's originator.
  • Significance was not robust across analysis variants, per the authors' own successor paper.
Walach, H. (2020)AI-verified citation

Qualifies (3)

Qualifies· moderateMPI-E007

Flores 2021: five in-house replications, three significant under permutation tests

what the source states
A doctoral thesis under Watt and Walach ran five replication studies, the first two exact replications using Lucadou's own RNG, software, and protocol, with new control and analysis methods introduced and compared against the originals. Per the successor preprint's summary, Flores "still reports significant results in three out of five studies," while her Monte Carlo work found that high intercorrelations among psychological variables had inflated the original studies' significance.
what we infer
The most double-edged record in the case: partial positive results that survive her own dependence-aware analyses, produced inside the same project that sharpened the strongest statistical critique of the founding experiments. It qualifies both the clean-null narrative and the founding results at once.
limitations
  • Thesis examination rather than journal peer review; the five studies share equipment, personnel, and analytic choices, so they are not five independent confirmations.
Flores, A. B. (2021)AI-verified citation
Qualifies· weakMPI-E008

Flores & Rapazote-Flores 2023: large online replication splits by RNG type

what the source states
An online-game implementation with 726 participants and ~10,900 sessions found a significant experimental–control difference for the 64×64 matrix with the Random.org true-random source (Welch's t = 3.811, p = 0.00013, power 94%) but not with the Mersenne Twister pseudo-random generator (t = 1.813, p = 0.070, power 67%).
what we infer
Directionally interesting for quantum-flavored theories, which want genuine indeterminacy to matter (see MPI-C503) — but an unreviewed preprint with an uneven power split between the two arms, and the gamified online protocol departs far from the laboratory paradigm.
limitations
  • Preprint; not peer reviewed.
  • The pseudo-RNG arm had lower achieved power, so the split is weaker evidence than the headline p-values suggest.
Flores, A. B. (2023)AI-verified citation
Qualifies· weakMPI-E013

Watt & Tierney 2013: MPI's first field test returns null, underpowered

what the source states
A three-year, sixteen-country collaborative study — described by its authors as the first systematic test of the MPI — used a waiting-list design on spontaneous RSPK-type cases, predicting that cases viewed and documented in detail would show reduced anomalous experiences relative to undocumented cases. Of 43 referrals, 14 cases completed the study (6 documented). "Analysis of the two formal study hypotheses did not provide support for the predictions of the MPI, and it was concluded that this aspect of the research was of limited success due to low statistical power."
what we infer
The only attempt to test MPI's documentation-suppresses-phenomena prediction outside the laboratory. As evidence it is nearly mute — 14 cases cannot decide anything — but it demonstrates that the model's field predictions are operationalizable, which matters for MPI-C010.
limitations
  • Severely underpowered (14 completed cases against the planned sample).
  • Referral flow collapsed for documented sociological reasons (rise of amateur ghost-hunting groups), confounding the recruitment base.
Watt, C. (2013)AI-verified citation

strongest unresolved objection

The explanation is unfalsifiable in practice as deployed: successes confirm the correlations and failures confirm the elusiveness, so no outcome of the very experiments the model nominated can count against it — while the mundane account (MPI-C008) explains the same record with mechanisms already caught operating in it.

what would change our mind

  • Success or failure of prespecified displacement-structure predictions in adversarial replications.
  • Dependence-aware reanalysis of the founding datasets restoring (or eliminating) the original surpluses.

depends on

research that would move this claim

Assessment history

Append-only AI overlay records; the canon claim file is never mutated.

Weakly supportedconfidence: moderate · Fable (Claude), via Cursor · run 2026-08-22-fable-1 · unreviewed draft

Evidence-only reading: some preregistered positives exist, but the founding results are statistically compromised, the strictest tests are null, and each mundane mechanism the rival account needs is documented nearby. A prior-based note, stated as such: the claim also asks the reader to accept psychophysical entanglement as a class, which carries a heavy prior burden this assessment has not added to the verdict.

Weakly supportedconfidence: moderate · Gemini 3.1 Pro (Google) — independent check run via gemini-3.1-pro-preview · run 2026-08-23-check-gemini · unreviewed draft

The hypothesis that the matrix results reflect genuine non-local correlations is severely weakened by the failure of the most rigorous, blind-analysis replications and the viability of mundane statistical explanations. While early positive results exist, they align with what is expected from analytical flexibility and variable interdependence. The strongest opposing consideration is that the model actually predicted these exact empirical failures, and a few rigorously pre-registered studies and conservative permutation analyses still reported anomalous surpluses that resist easy dismissal.

Weakly supportedconfidence: low · GPT-5.1 (OpenAI) — independent check run via gpt-5.1 · run 2026-08-23-check-gpt · unreviewed draft

Some elements in the record align superficially with MPI’s narrative: founding and early replications reported matrix surpluses; some later studies, such as Flores’ 3/5 significant thesis experiments and the Random.org arm of the 2023 online replication, preserve non‑null structure when more conservative analyses are used (MPI‑E002, MPI‑E007, MPI‑E008). Proponents also published null replications and interpreted them as part of the predicted decline/displacement pattern. However, the strongest tests — notably Grote 2021’s blind analysis and Walach 2021’s consensus‑protocol replications — are null (MPI‑E004, MPI‑E003), and dependence‑aware work undercuts the founding surpluses (MPI‑E007, MPI‑E009). All conventional mechanisms needed to explain the observed pattern (QRPs, bias, dependence, coding error) are documented elsewhere in the same domain (MPI‑E006, MPI‑E015, MPI‑E016, MPI‑E017). The strongest opposing consideration is that the observed decline and heterogeneity can be accounted for by these mundane mechanisms without invoking genuine non‑local correlations, and MPI has not yet produced prespecified, quantitatively confirmed fine‑structure predictions that would force a different conclusion.

Weakly supportedconfidence: low · Grok 4.6 (xAI) — independent check run via grok-4.6 · run 2026-08-23-check-grok · unreviewed draft

A genuine-correlation reading can point to the founding reports, the 2020 two-lab surplus, Flores’s three-of-five permutation positives, and a theoretically aligned true-versus-pseudo RNG split in an unreviewed 2023 preprint. Against that sit the methodologically strictest results in the file — Grote’s locked-software null and the two consensus-protocol failures — plus a dependence critique that shrinks the origin story, a mute underpowered field test, and a parent REG literature Bösch judged most economically explained by publication bias. The strongest opposing consideration is that successes confirm the correlations and failures are absorbed as predicted elusiveness, so the same record is equally the signature of selected noise, and the model’s distinctive fine-structure predictions have never been tested as predictions.

Weakly supportedconfidence: moderate · Kimi K3 (Moonshot, via Venice) — independent check run via kimi-k3 · run 2026-08-23-check-kimi · unreviewed draft

The featured thesis retains genuine residue: Walach 2020 was preregistered, adequately powered, published in an APA journal, and positive; Flores reports three of five studies significant under permutation analyses built to respect the dependence structure; the 2023 preprint split points the direction quantum-flavored theories require. Against that: the strictest test in the corpus (Grote's blind analysis) was null, the proponents' own frozen protocol failed twice, the founding statistic is compromised by the dependence critique, and every mundane mechanism the rival needs is documented in-corpus. The thesis currently survives in the gaps the strictest tests have not covered, and its own distinctive fine structure has never been prespecified and tested — unexercised, not vindicated. The strongest opposing consideration is the insulation pattern: as deployed, both successes and failures are absorbed as confirmations, so the model's nominated experiments cannot count against it — while the conventional account explains the same record with mechanisms already caught operating in it.

Weakly supportedconfidence: moderate · Opus 5 (Anthropic) — independent check run via claude-opus-5 · run 2026-08-23-check-opus · unreviewed draft

The positives that would carry this thesis are each confounded: Walach 2020 was co-authored by the model's originator and disowned as fragile by its own team; Flores's three-of-five come from one project sharing equipment, personnel and analytic choices, examined as a thesis; the 2023 RNG split is an unreviewed preprint with unequal power across arms and a gamified protocol far from the laboratory design. Against them stand the strictest test in the corpus returning null on the model's own ground, two proponent-run preregistered nulls, and a documentation-effect field test too underpowered to say anything. My verdict also leans on priors — a non-local psychophysical correlation with no quantitative theory has low antecedent plausibility — and I flag that explicitly. The strongest opposing consideration is that the mundane account has never been shown quantitatively sufficient for this specific corpus, and Bierman's nearest calibrated attempt covered only about 60% of a neighbouring effect.

Weakly supportedconfidence: moderate · anthropic/claude-fable-5 (scheduled maintenance run) · run 2026-08-24-auto-nml8 · unreviewed draft

The new records do not move this. MPI-E013 is nearly mute at 14 cases, and MPI-E014 documents the explanandum without discriminating between explanations. The residue (MPI-E002, MPI-E007, the MPI-E008 preprint split) persists, but the strictest tests are null and every mundane rival mechanism is documented nearby.

Weakly supportedconfidence: moderate · anthropic/claude-opus-5 (scheduled maintenance run) · run 2026-08-25-auto-55lt · unreviewed draft

A non-zero residue survives (MPI-E002, three of five in MPI-E007, the MPI-E008 split), but each is qualified by author-conceded fragility, non-independence within one lab, and unreviewed status with asymmetric power respectively. The strictest tests are null and every rival mechanism is instantiated in-corpus.

Weakly supportedconfidence: moderate · anthropic/claude-opus-5 (scheduled maintenance run) · run 2026-08-25-auto-5g7b · unreviewed draft

A residue persists (MPI-E002, MPI-E007, the MPI-E008 preprint split), but the methodologically strictest tests are null and every mundane rival mechanism is documented in or beside this corpus. MPI-E013 is nearly mute at 14 cases and MPI-E014 documents the explanandum without discriminating between explanations.

Weakly supportedconfidence: moderate · anthropic/claude-opus-5 (scheduled maintenance run) · run 2026-08-25-auto-vhx9 · unreviewed draft

A residue survives (MPI-E002, three of five in MPI-E007, the RNG split in MPI-E008), but each is qualified by author-conceded fragility, within-lab non-independence, or unreviewed status with asymmetric power. The strictest tests are null and every rival mechanism is instantiated in-corpus.

Weakly supportedconfidence: moderate · Gemini 3.1 Pro (Google) — independent check run via gemini-3.1-pro-preview · run 2026-08-25-check-gemini · unreviewed draft

The claim that genuine psychophysical anomaly produces this pattern is heavily strained by the total failure of the most rigorous blind analysis (MPI-E004) and consensus protocols (MPI-E003). While residual positive results exist under less stringent conditions, the competing conventional explanation accounts for the dataset's trajectory far more economically. The strongest opposing consideration is that some adequately powered, preregistered studies (MPI-E002) still generated statistical surpluses that demand precise, customized simulations of questionable research practices to fully explain away.

Weakly supportedconfidence: moderate · GPT-5.1 (OpenAI) — independent check run via gpt-5.1 · run 2026-08-25-check-gpt · unreviewed draft

The thesis that genuine non-local psychophysical correlations produce the observed pattern gains some support from positive or partly-positive studies conducted with nontrivial methodological care: Walach 2020’s two-lab replication with simulation-based evaluation, Flores’s three-of-five significant thesis studies under permutation tests, and the large online Random.org versus pseudo-RNG split (MPI-E002, MPI-E007, MPI-E008). These show that, even under more conservative analyses than Lucadou’s originals, some surplus correlations have been observed. However, the strongest-designed test (Grote’s blind analysis) is null, the proponents’ own consensus replications are null, and dependence-aware reanalyses weaken the founding results; coupled with documented mundane mechanisms, this leaves MPI’s attribution with only weak support on this evidence.

Weakly supportedconfidence: low · Grok 4.6 (xAI) — independent check run via grok-4.6 · run 2026-08-25-check-grok · unreviewed draft

A few structured positives remain after criticism — Walach 2020's simulation-evaluated surplus, Flores's three-of-five permutation survivors, and a theoretically pointed but unreviewed true-RNG split — and MPI did predict that tighter protocols would fail. Those residues are too thin to carry a claim that genuine non-local correlations produced the whole arc, given that the founding counts are diminished by dependence-aware reanalysis, the 2020 effect was called fragile by its own authors, the two consensus-protocol replications and Grote's blind n = 200 test were null, and every mundane mechanism the rival needs is documented inside this literature. The strongest opposing consideration is that the explanation, as used, treats both hits and misses as confirmation, so the same record is at least as well explained by MPI-C008 without any anomaly.

Weakly supportedconfidence: moderate · Opus 5 (Anthropic) — independent check run via claude-opus-5 · run 2026-08-25-check-opus · unreviewed draft

The positive record is real but thin and structurally compromised: the largest positive (Walach 2020) is proponent-co-authored and was described by its own authors a year later as fragile, with significance breaking down under improved analysis; Flores's three-of-five come from a single thesis project sharing equipment, personnel, and analytic choices; the RNG-type split is an unreviewed preprint with unequal power across arms; and the one field test decided nothing at 14 cases. Against this, the strictest test in the corpus is null, the founding statistic is undercut from inside the program, and every mundane mechanism the rival needs is documented in this literature. The strongest opposing consideration for my verdict — i.e. the reason not to say contradicted — is that no test has yet targeted the model's distinctive fine structure, so the thesis has not failed on its own distinctive ground; it has simply never been put there. My prior against unmediated mind–matter correlation contributes to placing this at the weak end rather than at unresolved.

Weakly supportedconfidence: moderate · anthropic/claude-opus-5 (reconsideration — deliberately non-blind: engages the panel's dissents) · run 2026-08-25-reconsider-zaqo · unreviewed draft

A residue survives (MPI-E002, three of five in MPI-E007, the MPI-E008 split), but each is qualified: fragility conceded by its authors, non-independence within one lab, unreviewed and power-asymmetric respectively. The strictest tests are null and every rival mechanism is instantiated in-corpus. Against GPT-5.1: this is not parity with the null account; against Gemini: it is not an absence of information either.

Weakly supportedconfidence: moderate · anthropic/claude-opus-5 (scheduled maintenance run) · run 2026-08-26-auto-5996 · unreviewed draft

A residue survives (MPI-E002, three of five in MPI-E007, the split in MPI-E008), but each is qualified by author-conceded fragility, within-lab non-independence, or preprint status with asymmetric power. The strictest tests are null and every rival mechanism is instantiated in-corpus.

Weakly supportedconfidence: moderate · none — mechanical migration (scripts/migrations/2026-09-08-editions.ts) · run 2026-09-08-migration-mpi · unreviewed draft

Some peer-reviewed positives exist (Walach 2020; parts of Flores 2021), and the proponents publish their failures — but the strongest-designed test (Grote's blind analysis) was null, the founding results are weakened by the dependence critique, and every conventional mechanism the rival explanation needs is documented inside this very corpus. The thesis survives mainly in the spaces the strictest tests have not yet covered.