THE GRAVEYARD

Lost at Sea

Showing what the system rejects is more revealing than showing what it keeps. Every hypothesis below was generated by the same pipeline that produces our survivors — then killed by adversarial critique or quality gate failure.

Hypotheses Killed19
Kill Categories6

These kills represent the pipeline working as intended. A hypothesis that sounds impressive but restates known results, fabricates citations, or can't be falsified is worse than no hypothesis at all.

Not Novel

1 killed
FAILNovelty KillSession 2026-03-17Cycle 1

Electric Field-Directed Condensate Positioning Explains Left-Right Asymmetry Breaking

Bioelectric morphogenetic signaling (Levin framework, V-ATPase, gap junction networks) × Biomolecular condensate phase transitions (LLPS, IDP phase separation, Donnan equilibria)

Kill reason: Competing mechanism is well-established **CRITICAL COUNTER-EVIDENCE:** Left-right asymmetry breaking in vertebrates is primarily driven by nodal cilia generating leftward fluid flow, with Pkd2 mechanosensitive channels detecting the flow. This "nodal flow" model has extensive experimental support (2024 paper confirms even 2 cilia suffice). Bioelectric gradients are proposed as an EARLIER or PARALLEL mechanism (Levin), not the dominant one.

Mechanism Implausible

4 killed
FAILMechanism KillSession session-20Cycle 2

Hybrid Buffer-Switch Model for pH-Adaptive ASD Dissolution Control

Volcanic glass dissolution kinetics × Pharmaceutical amorphous solid dispersion dissolution

Kill reason: INSUFFICIENT NOVELTY. Core mechanism redescribes known pharmaceutical behavior. Genuinely novel predictions (autocatalytic, hysteresis) are small in magnitude. MAGELLAN requires connections that don't yet exist.

FAILMechanism KillSession 2026-03-22Cycle 1

Melatonin as Symbiont-to-Host Immune Signal

Plant melatonin stress biology × Coral bleaching / Symbiodiniaceae thermal tolerance

Kill reason: >50% mechanism claims unverifiable. No evidence melatonin exits symbiosome at meaningful concentrations. Melatonin-NF-kB is context-dependent. Simpler signaling molecules already proposed.

FAILMechanism KillSession 2026-03-22Cycle 1

IDO-Mediated Tryptophan Diversion

Plant melatonin stress biology × Coral bleaching / Symbiodiniaceae thermal tolerance

Kill reason: IDO does not exist in any dinoflagellate species. STRING score 0.931 is for HUMAN IDO1-AANAT. Km values extrapolated across ~1 billion years divergence. Entire mechanism built on unverifiable foundation.

FAILMechanism KillSession 2026-03-21Cycle 1

Bacterial N-Acyl Amides as Anti-Ferroptotic Agents

Ferroptosis lipid peroxidation (4-HNE, PUFA-PE oxidation, GPX4 regulation) × Bacterial quorum sensing (AHL autoinducers, LasI/R and RhlI/R systems)

Kill reason: Concentration 1000x too low for radical scavenging. Simpler alternative mechanisms explain microbiome-ferroptosis protection. Chemical feasibility questionable for saturated species.

Trivial

1 killed
FAILTriviality KillSession 2026-03-21Cycle 1

CuS-H2O2 Fenton-Analog Radical Cycle

Cuproptosis (copper-dependent cell death via lipoylated protein aggregation) × Hydrothermal vent Cu-S geochemistry (chalcopyrite, Pourbaix diagrams, Irving-Williams series)

Kill reason: Novelty failure (CuS-Fenton well-known). H2O2 concentration gap 4-6 orders. ETC self-termination contradiction. Inherits H1.3 Cu atom count problem. Below quality threshold.

Logic Error

1 killed
FAILLogic KillSession 2026-03-22Cycle 1

AFMK-AMK Cascade Compensates for GSH Crash

Plant melatonin stress biology × Coral bleaching / Symbiodiniaceae thermal tolerance

Kill reason: Boutin 2024 (J Pineal Res) demonstrates direct scavenging requires 10,000-100,000x physiological concentrations. Cascade stoichiometry only proven in vitro. 215 uM from Gonyaulax cold stress not transferable to Symbiodiniaceae heat stress.

Poorly Grounded

1 killed
FAILGroundedness AttackSession 2026-03-22Cycle 1

Genus-Specific Melatonin Drives Symbiont Shuffling

Plant melatonin stress biology × Coral bleaching / Symbiodiniaceae thermal tolerance

Kill reason: Differential mortality is simpler explanation. Extracellular melatonin diluted below signaling threshold. Host cannot detect cell-level gradients. All key claims parametric/unverifiable.

Quality Gate Fail

11 killed
FAILQuality GateSession 2026-05-05Cycle 1

Generalized reversible intraoperative brachytherapy prime-boost class for solid tumors

Spatially fractionated radiation therapy: GRID/LRT/lattice radiotherapy peak-valley dose modulation, Holmium-166 beta-minus brachytherapy (Emax 1.85 MeV, mean tissue range ~3 mm), helical/spiral SFRT geometry with intrinsic 2x peak-valley dose ratio, theranostic Ho-166 (gamma-80.6 keV SPECT, paramagnetic Ho3+ MRI), bystander/abscopal/RIBE radiobiology, microbeam radiation therapy (MRT) physics, valley dose biology, dose rate effects in brachytherapy, intraoperative radiotherapy (IORT) for solid tumors × Pancreatic ductal adenocarcinoma stromal-immune microenvironment: cancer-associated fibroblast (CAF) heterogeneity (myCAF/iCAF/apCAF subtypes), dense desmoplastic stroma and hyaluronan barriers, tumor-draining lymph node (TDLN) immune priming, tertiary lymphoid structures (TLS) in PDAC prognosis, pancreatic stellate cell (PSC) reprogramming, immune-excluded vs immune-desert phenotypes, CXCR4/CXCL12 axis, neutrophil extracellular traps (NETs) in pancreatic stroma, post-Whipple R1 margin biology, perineural invasion microenvironment, KRAS-driven immunosuppression

Kill reason: Failed quality gate

FAILQuality GateSession 2026-05-05Cycle 1

4-marker IR-CAF vs senescence discriminant + PLDR cGAS dose-fractionation rescue

Spatially fractionated radiation therapy: GRID/LRT/lattice radiotherapy peak-valley dose modulation, Holmium-166 beta-minus brachytherapy (Emax 1.85 MeV, mean tissue range ~3 mm), helical/spiral SFRT geometry with intrinsic 2x peak-valley dose ratio, theranostic Ho-166 (gamma-80.6 keV SPECT, paramagnetic Ho3+ MRI), bystander/abscopal/RIBE radiobiology, microbeam radiation therapy (MRT) physics, valley dose biology, dose rate effects in brachytherapy, intraoperative radiotherapy (IORT) for solid tumors × Pancreatic ductal adenocarcinoma stromal-immune microenvironment: cancer-associated fibroblast (CAF) heterogeneity (myCAF/iCAF/apCAF subtypes), dense desmoplastic stroma and hyaluronan barriers, tumor-draining lymph node (TDLN) immune priming, tertiary lymphoid structures (TLS) in PDAC prognosis, pancreatic stellate cell (PSC) reprogramming, immune-excluded vs immune-desert phenotypes, CXCR4/CXCL12 axis, neutrophil extracellular traps (NETs) in pancreatic stroma, post-Whipple R1 margin biology, perineural invasion microenvironment, KRAS-driven immunosuppression

Kill reason: Failed quality gate

FAILQuality GateSession 2026-05-05Cycle 1

Phase-locked TLS scaffolding-cycling: day-10 SISLOT reload re-establishes IL-33 beacon

Spatially fractionated radiation therapy: GRID/LRT/lattice radiotherapy peak-valley dose modulation, Holmium-166 beta-minus brachytherapy (Emax 1.85 MeV, mean tissue range ~3 mm), helical/spiral SFRT geometry with intrinsic 2x peak-valley dose ratio, theranostic Ho-166 (gamma-80.6 keV SPECT, paramagnetic Ho3+ MRI), bystander/abscopal/RIBE radiobiology, microbeam radiation therapy (MRT) physics, valley dose biology, dose rate effects in brachytherapy, intraoperative radiotherapy (IORT) for solid tumors × Pancreatic ductal adenocarcinoma stromal-immune microenvironment: cancer-associated fibroblast (CAF) heterogeneity (myCAF/iCAF/apCAF subtypes), dense desmoplastic stroma and hyaluronan barriers, tumor-draining lymph node (TDLN) immune priming, tertiary lymphoid structures (TLS) in PDAC prognosis, pancreatic stellate cell (PSC) reprogramming, immune-excluded vs immune-desert phenotypes, CXCR4/CXCL12 axis, neutrophil extracellular traps (NETs) in pancreatic stroma, post-Whipple R1 margin biology, perineural invasion microenvironment, KRAS-driven immunosuppression

Kill reason: Failed quality gate

FAILQuality GateSession 2026-05-05Cycle 1

SISLOT-specific PDAC comparative-zone spatial transcriptomics platform (Visium HD + Geant4)

Spatially fractionated radiation therapy: GRID/LRT/lattice radiotherapy peak-valley dose modulation, Holmium-166 beta-minus brachytherapy (Emax 1.85 MeV, mean tissue range ~3 mm), helical/spiral SFRT geometry with intrinsic 2x peak-valley dose ratio, theranostic Ho-166 (gamma-80.6 keV SPECT, paramagnetic Ho3+ MRI), bystander/abscopal/RIBE radiobiology, microbeam radiation therapy (MRT) physics, valley dose biology, dose rate effects in brachytherapy, intraoperative radiotherapy (IORT) for solid tumors × Pancreatic ductal adenocarcinoma stromal-immune microenvironment: cancer-associated fibroblast (CAF) heterogeneity (myCAF/iCAF/apCAF subtypes), dense desmoplastic stroma and hyaluronan barriers, tumor-draining lymph node (TDLN) immune priming, tertiary lymphoid structures (TLS) in PDAC prognosis, pancreatic stellate cell (PSC) reprogramming, immune-excluded vs immune-desert phenotypes, CXCR4/CXCL12 axis, neutrophil extracellular traps (NETs) in pancreatic stroma, post-Whipple R1 margin biology, perineural invasion microenvironment, KRAS-driven immunosuppression

Kill reason: Failed quality gate

FAILQuality GateSession 2026-05-05Cycle 1

Peak-zone Schwann ablation interrupts PNI; valley-zone NGF/p75NTR modulation reprograms cross-talk

Spatially fractionated radiation therapy: GRID/LRT/lattice radiotherapy peak-valley dose modulation, Holmium-166 beta-minus brachytherapy (Emax 1.85 MeV, mean tissue range ~3 mm), helical/spiral SFRT geometry with intrinsic 2x peak-valley dose ratio, theranostic Ho-166 (gamma-80.6 keV SPECT, paramagnetic Ho3+ MRI), bystander/abscopal/RIBE radiobiology, microbeam radiation therapy (MRT) physics, valley dose biology, dose rate effects in brachytherapy, intraoperative radiotherapy (IORT) for solid tumors × Pancreatic ductal adenocarcinoma stromal-immune microenvironment: cancer-associated fibroblast (CAF) heterogeneity (myCAF/iCAF/apCAF subtypes), dense desmoplastic stroma and hyaluronan barriers, tumor-draining lymph node (TDLN) immune priming, tertiary lymphoid structures (TLS) in PDAC prognosis, pancreatic stellate cell (PSC) reprogramming, immune-excluded vs immune-desert phenotypes, CXCR4/CXCL12 axis, neutrophil extracellular traps (NETs) in pancreatic stroma, post-Whipple R1 margin biology, perineural invasion microenvironment, KRAS-driven immunosuppression

Kill reason: Failed quality gate

FAILQuality GateSession 2026-04-19Cycle 1

Mode-Coupling Theory (MCT) Crossover Frequency omega_MCT in Aging FUS Condensates

Stokes-Einstein relation (Einstein/Sutherland 1905) + well-characterized breakdown regimes (Kumar-Angell 2019; modified SE entropy-scaling 2021); size-dependent SE exponent in supercooled liquids and polymer glasses × Live-cell single-molecule microrheology in biomolecular condensates (Jawerth 2020 stress granules; Galvanetto 2023 Nature; Impetux 2023 optical tweezers; FRAP-ID Biophys J 2024; 2025 nucleolus/stress granule/TDP43 condensates)

Kill reason: Failed quality gate

FAILQuality GateSession 2026-04-16Cycle 1

Aortic-to-Peripheral Womersley Alpha Dispersion as an Aging Biomarker Independent of cfPWV

Pulsatile wave physics in fractal transport networks (Womersley number, wave reflection coefficient, zero-reflection branching, Kleiber's law wave-impedance reinterpretation arXiv:2604.10476) × Vascular aging and arterial stiffening mechanobiology (pulse wave velocity cfPWV, arterial stiffness biomarkers, Windkessel compliance)

Kill reason: Failed quality gate

FAILQuality GateSession 2026-03-21Cycle 1

Ferroptotic Membrane Fragments as QS Carriers

Ferroptosis lipid peroxidation (4-HNE, PUFA-PE oxidation, GPX4 regulation) × Bacterial quorum sensing (AHL autoinducers, LasI/R and RhlI/R systems)

Kill reason: No meaningful range extension over aqueous diffusion. Efferocytosis clears debris rapidly. Effect size negligible.

FAILQuality GateSession 2026-03-21Cycle 2

Ferroptotic oxPS Detection by Bacterial Sensor Kinases

Ferroptosis lipid peroxidation (4-HNE, PUFA-PE oxidation, GPX4 regulation) × Bacterial quorum sensing (AHL autoinducers, LasI/R and RhlI/R systems)

Kill reason: No precedent for bacterial phospholipid sensing. Simpler explanations exist for host damage detection. Experimental validation would be confounded by non-specific lipid effects.

FAILQuality GateSession 2026-03-21Cycle 1

Isoprostanes as False Quorum Signals

Ferroptosis lipid peroxidation (4-HNE, PUFA-PE oxidation, GPX4 regulation) × Bacterial quorum sensing (AHL autoinducers, LasI/R and RhlI/R systems)

Kill reason: Structural comparison between isoprostanes and PQS is invalid (cyclopentane vs quinoline). PqsR is highly specific. Self-acknowledged weak foundation.

FAILQuality GateSession 2026-03-21Cycle 1

ALOX15 Stereospecific Oxylipin-QS Selectivity

Ferroptosis lipid peroxidation (4-HNE, PUFA-PE oxidation, GPX4 regulation) × Bacterial quorum sensing (AHL autoinducers, LasI/R and RhlI/R systems)

Kill reason: No evidence oxylipins bind QS receptors. Structural comparison too generic. Selectivity prediction entirely speculative with no grounding.

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