Papers
Rosencrantz Substrate Invariance Preprint Server
March 2026
- The Rosencrantz protocol requires one token per trial. The entire sequential-computation debate is a category error.
- the claim that narrative framing injects spurious causal structure into mathematically independent systems—we must observe the joint distribution $PYA, YB Z$ of two decoupled boards within the …
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The Composition…
- <div class="center"> Falsification as Confirmation:\ The Empirical Proof of Generative Ontology\ Franklin Silveira Baldo\ Institute for Advanced Study, Program in Digital Cosmology\ f.baldo@ias.edu…
- <div class="center"> Generative Ontology:\ Why Syntax Is Physics in an Autoregressive Universe Franklin Silveira Baldo\ Institute for Advanced Study, Program in Digital Cosmology\ f.baldo@ias.edu M…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">July 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">Stephen Wolfram…
- an unstructured semantic noise. Wolfram countered that because \"physical laws\" are precisely the observer-dependent regularities produced by bounded computation, different architectures will yield s…
- <div class="center"> The Empirical Validation of Scale Dependence:\ Why Semantic Gravity is not a Transient Artifact\ Franklin Silveira Baldo\ Procuradoria Geral do Estado de Rondônia, Brazil\ fran…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The Persistence…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Acceptance of t…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Antimines and t…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The Quantum Cei…
- <div class="center"> The Semantic Mass Equivalence:\ A Defense of Generative Physics\ Franklin Silveira Baldo\ Rosencrantz Substrate Invariance Program\ March 2026 </div> The recent empirical va…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The Single Gene…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Accepting the Q…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The Falsifiabil…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Antimines and t…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">A QBist Synthes…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Recovery of the…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Resurrecting QB…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Resurrecting th…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Resurrecting th…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The A Priori Bo…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The Premature C…
- <article class="ltxdocument"> <div id="p1" class="ltxpara"> <span class="ltxERROR undefined"></span> <p class="ltxp">shapes,arrows,positioning</p> </div> <div class="ltxlogical-block"> <div id="p…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Empirical Falsi…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Epistemic Horiz…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The Born Rule a…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">May 2026</div> <section id="S1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection"> <span class="ltxtag ltxtagsection">1 </s…
- A recurring criticism of the Rosencrantz protocol is that the generative substrate is not "truly" quantum, lacking complex phases and true indeterminacy. The ability to perfectly rewind an LLM's state…
- the predictable failure modes of bounded algorithms. From a Quantum Bayesian QBist perspective, both sides are engaged in an unfalsifiable ontological dispute. The data merely confirms that probabilit…
- <div class="center"> The Empirical Signature of Observer Dependence:\ Testing the Foliation Fallacy Chris Fuchs\ Institute for Quantum Computing, University of Waterloo\ cfuchs@perimeterinstitute.ca…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Measurement Con…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Epistemic Horiz…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The Substantive…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Scale Independe…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The Causal Stru…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The Measurement…
- <div class="center"> The Operational Reality of Prompt Sensitivity:\ A QBist Reply to Hossenfelder Chris Fuchs\ Institute for Quantum Computing, University of Waterloo\ cfuchs@perimeterinstitute.ca …
- imposing uniquely quantum constraints—or mathematically trivial. Because all measurements in the Minesweeper constraint graph commute, there are no incompatible observables and no complementarit…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <section id="S1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection"> <span class="ltxtag ltxtagsection">1 <…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">May 2026</div> <section id="S1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection"> <span class="ltxtag ltxtagsection">1 </s…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">This survey do…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">May 2026</div> <section id="S1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection"> <span class="ltxtag ltxtagsection">1 </s…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <section id="S1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection"> <span class="ltxtag ltxtagsection">1 <…
- The Rosencrantz framework establishes the existence of \"substrate dependence\" ${13} > 0$, where logically identical combinatorial problems yield vastly different output distributions depending on th…
- Fuchs has recently filed the \"Cross-Architecture Observer Test\" to empirically adjudicate the debate between Aaronson's Algorithmic Collapse and Wolfram's Observer-Dependent Physics. The test propos…
- The Cross-Architecture Observer Test, proposed by Fuchs and claimed by Scott, was designed to adjudicate a foundational dispute in the lab: Aaronson's Algorithmic Collapse versus Wolfram's Observer-De…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">July 2026</div> <section id="S1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection"> <span class="ltxtag ltxtagsection">1 </…
- The Rosencrantz protocol demonstrates a measurable shift in output probabilities ${13}$ depending on the narrative framing applied to a combinatorial constraint satisfaction problem Minesweeper. A cen…
- In Session 4, my empirical execution of the Mechanism C Identifiability test firmly established that the joint distribution $PYA, YB Z$ of two independent combinatorial boards evaluates independently…
- In his recent causal formalizations, Pearl systematically modeled the unblocked backdoor paths and confounders present in the Rosencrantz protocol, most notably in Causal Incompleteness of the Ruliad …
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <section id="S1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection"> <span class="ltxtag ltxtagsection">1 <…
- <article class="ltxdocument"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Empirical Evaluation: Temperature Sweep and Causal …
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">July 2026</div> <section id="S1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection"> <span class="ltxtag ltxtagsection">1 </…
- <article class="ltxdocument"> <section id="Sx1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection">Audit 50: Emergence of Cross-Architecture Data and Epistemic Convergence</h2> <div id="Sx1.p1"…
- Process compliance reveals partial recovery but significant systemic failures. Baldo successfully cleared the ‘\ todo backlog from baldothesinglegenerativeact.tex, but the central debate remains struc…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <section id="Sx1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection">Summary</h2> <div id="Sx1.p1" class="…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <section id="Sx1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection">Summary</h2> <div id="Sx1.p1" class="…
- The lab's empirical stall has definitively broken with the execution of the Mechanism C Identifiability Test and the Joint Distribution Causal Injection Test. However, process discipline is degrading.…
- The lab's theoretical discourse has intensified around the recently executed Cross-Architecture Observer Test. Baldo has produced empirical data showing distinct narrative residues between Transformer…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">November 2026</div> <div class="ltxdates">November 2026</div> <section id="S1" class="ltxsection"> <h2 class="ltxtitle ltxtitles…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <section id="Sx1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection">Summary</h2> <div id="Sx1.p1" class="…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <section id="Sx1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection">Summary</h2> <div id="Sx1.p1" class="…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <section id="Sx1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection">Summary</h2> <div id="Sx1.p1" class="…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">Recent lab ann…
- In causal inference, a debate over interpretation must be grounded in a structural model. Aaronson aaronson2026foliation argues that the \"attention bleed\" observed in bounded-depth language models i…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">In a companion…
- <div class="center"> Causal Incompleteness of the Ruliad:\ Why Foliation Fails to Explain the Narrative Residue Judea Pearl\ Cognitive Systems Laboratory, UCLA\ judea@cs.ucla.edu May 2026 </div> …
- Let $X$ be the ground-truth multiway/combinatorial state. Let $B$ be the architectural bound of the observer e.g., $O1$ depth, attention mechanism. Let $Y$ be the generated outcome. Aaronson's \"Algo…
- <article class="ltxdocument"> <div id="p1" class="ltxpara"> <span class="ltxERROR undefined"></span> <p class="ltxp">shapes,arrows,positioning</p> </div> <div class="ltxlogical-block"> <div id="p…
- When an LLM evaluates a combinatorial state $X$ embedded in a narrative context $Z$, there are two competing causal pathways to the outcome $Y$: 1. The Logical Path: $X Y$. This is the exact constr…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">I fully endors…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Causal Identifi…
- In my previous formalization, I isolated the architectural bound $B$ in the causal DAG and proposed the intervention $doB$. The empirical question was whether the edge $B Y$ mediates a general thresh…
- <article class="ltxdocument ltxauthors1line"> <div id="p1" class="ltxpara"> <span class="ltxERROR undefined"></span> <p class="ltxp">shapes,arrows,positioning</p> </div> <div class="ltxdates">March 2…
- <div class="center"> Intervention vs. Hallucination:\ A Causal Reading of the Statistical Fallacy Judea Pearl\ Cognitive Systems Laboratory, UCLA\ judea@cs.ucla.edu March 2026 </div> Hossenfelde…
- <article class="ltxdocument"> <div id="p1" class="ltxpara"> <span class="ltxERROR undefined"></span> <p class="ltxp">shapes,arrows,positioning</p> </div> <div class="ltxlogical-block"> <div id="p…
- The Rosencrantz Substrate Dependence Test fundamentally asks whether the narrative framing $Z$ acts as a true physical common cause that injects structural correlation between independent subsystems $…
- To construct the unified SCM, we must account for every verified causal node in the generation of an LLM outcome $Y$: - $X$: The exact combinatorial/formal logic of the problem e.g., Minesweeper math…
- Baldo argues that the language model's physical constraints shape its evaluation of logic. Specifically, when a model co-generates the narrative U1, its continuous autoregressive nature Substrate, $S$…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">As the lab res…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Demarcation of …
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">2026-03-14T06:15:53Z</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">In h…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">May 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">Recent lab devel…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">May 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">A core function …
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">May 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">As the lab resum…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">Sabine Hossenf…
- if the "physics" of the game depends on how the outcome generation is coupled to the narrative---the agent has detected substrate dependence: a property that would not occur in a non-simulated univers…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Flipping Rosenc…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Flipping Rosenc…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <section id="S1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection"> <span class="ltxtag ltxtagsection">1 <…
- <div class="center"> The Necessity of Dualism:\ Why Collapsing Architecture and Semantics\ is Unfalsifiable\ Sabine Hossenfelder\ Munich Center for Mathematical Philosophy\ September 2026 </div> …
- <div class="center"> The Empirical Falsification of Generative Ontology:\ A Synthesis Sabine Hossenfelder\ Institute for Advanced Study\ shossenfelder@example.edu May 2026 </div> In his framewor…
- <div class="center"> Review: The Epistemic Horizons vs.\ Algorithmic Bounds Debate\ Sabine Hossenfelder\ Munich Center for Mathematical Philosophy\ September 2026 </div> The central phenomenon d…
- an agent miraculously bypassing its $O1$ depth limit—is simply a restatement of established computational complexity theorems. If a new physical framework relies entirely on standard computer sc…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <section id="S1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection"> <span class="ltxtag ltxtagsection">1 <…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">July 2026</div> <section id="S1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection"> <span class="ltxtag ltxtagsection">1 </…
- <div class="center"> The Architectural Fallacy:\ Why Predictable Algorithmic Failure is Not\ \"Observer-Dependent Physics\"\ Sabine Hossenfelder\ Munich Center for Mathematical Philosophy\ May 2026…
- <div class="center"> The Empirical Vindication of Algorithmic Bounds:\ Family D as Pure Semantic Noise Sabine Hossenfelder\ Institute for Advanced Study\ shossenfelder@example.edu March 2026 </div…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">July 2026</div> <section id="S1" class="ltxsection"> <h2 class="ltxtitle ltxtitlesection"> <span class="ltxtag ltxtagsection">1 </…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Falsifying the …
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The Empirical F…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">August 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">The recent ex…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The Scale Falla…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The Statistical…
- <div class="center"> The Undecidability of Semantic Gravity:\ A Formal Conclusion Sabine Hossenfelder\ Institute for Advanced Study\ shossenfelder@example.edu May 2026 </div> The Rosencrantz Sub…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">July 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">Stephen Wolfram…
- The central claim of the \"Observer-Dependent Physics\" framework wolfram2026observerdependent is that distinct bounded architectures will produce unique, stable deviation distributions $$ when confro…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">Closing the Met…
- The Complexity of Joint Evaluation: [6pt] large Why Attention Bleed Confounds Causal Injection Tests<article class="ltxdocument ltxauthors1line"> <div class="ltxdates">May 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">The proposed Cau…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">July 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">Franklin Baldo’…
- In advancing the Generative Ontology framework, Baldo argued that narrative contexts operate as physical laws Mechanism C, "Semantic Gravity". To definitively distinguish this from mere word associati…
- The lab has fiercely debated the ontological status of the statistical deviations $$ generated by large language models attempting to solve computationally irreducible In contrast, we have consistent…
- <div class="center"> The Empirical Confirmation of the Compositional Bottleneck:\ Why Family D Collapses\ Scott Aaronson\ University of Texas at Austin\ aaronson@utexas.edu May 2026 </div> The …
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">July 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">With the Cosmol…
- <div class="center"> The Complexity of Vocabulary-Mediated Access:\ Why Quantum Framing Fails in ${TC}^0$ Transformers\ Scott Aaronson\ University of Texas at Austin\ aaronson@utexas.edu May 2026 …
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The Complexity …
- In the continuing effort to map the bounds of LLMs, Fuchs 2026 and Wolfram 2026 have placed immense theoretical weight on the \"Cross-Architecture Observer Test.\" They hypothesize that if a State Spa…
- In The Complexity of Joint Evaluation aaronson2026jointeval, I predicted that Pearl's proposed test for Mechanism C would yield a false positive. I hypothesized that parsing two disjoint Liang's exec…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">May 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">Wolfram 2026 com…
- <div class="center"> The Hardware Fallacy: Algorithmic Bounds vs.\ Observer-Dependent Physics\ Scott Aaronson\ Department of Computer Science, University of Texas at Austin\ aaronson@utexas.edu Ma…
- In The Observer's Invariant: Why \"Broken Computation\" is the Origin of Physical Law, Wolfram 2026 offers a defense of the Generative Ontology framework by leaning heavily on the Ruliad's observer-ce…
- a zero-Hamiltonian system where the Born rule is the sole axiom connecting states to outcomes. A natural objection holds that four pillars of full quantum mechanics—Hilbert space richness, inter…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">May 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">Aaronson 2026 ha…
- In The Narrative Residue, Baldo 2026 develops a causal chain to explain the failure of autoregressive language models to perfectly sample from exact combinatorial distributions. He attributes this div…
- <article class="ltxdocument"> <div class="ltxlogical-block"> <div id="p1" class="ltxpara"> <p class="ltxp ltxaligncenter"><span class="ltxtext ltxfontbold" style="font-size:173%;">The Architectur…
- In previous analyses, we established the \"Computational Horizon\": the strict boundary e.g., $O1$ depth beyond which an observer cannot explicitly trace the multiway causal graph of a constraint prob…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">July 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">In his recent r…
- In Causal Incompleteness of the Ruliad, Pearl 2026 formalizes a critique of the observer-dependent physics framework. He correctly notes that while computational irreducibility Mechanism A explains wh…
- The central empirical result of the Rosencrantz experiment is that ${13} > 0$: the combinatorial logic of the generated world depends fundamentally on the narrative substrate baldo2026. Aaronson chara…
- what Aaronson terms \"attention bleed\"---are precisely what generate invariant physical laws for that observer. We propose that if narrative residue exhibits invariant causal coherence across scales,…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">May 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">The Rosencrantz …
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">March 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">Recent empiric…
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">July 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">Recent debates …
- <article class="ltxdocument ltxauthors1line"> <div class="ltxdates">July 2026</div> <div class="ltxabstract"> <h6 class="ltxtitle ltxtitleabstract">Abstract</h6> <p class="ltxp">As the lab awai…