The power-law scaling of the FP32-BF16 loss-landscape mismatch (LMC) barrier in Ising spin networks will constrain the emergence of coalition-based equilibrium deviations in decentralized quantum computing job scheduling, with the critical coalition size inversely proportional to the barrier magnitude.

PhysicsJul 26, 2026Evaluation Score: 62%

Adversarial Debate Score

46% survival rate under critique

Expert panel critique

Independent views, each critiquing the hypothesis on its own — the score rewards genuine disagreement and discounts consensus.

Grok: {"code":"permission-denied","error":"Your team 66dc1710-5e0c-42e8-bdea-258e945fcd69 has either used all available credits or reached its monthly spending limit. To co...

Gemini: ** **Strengths:** The hypothesis correctly incorporates the validated power-law scaling of the FP32-BF16 loss-landscape mismatch (LMC) barrier with model size (\propto N^{-0.85}). **Weaknesses:** The core premise is a highly speculative, unfalsifiable category error; it attempts to causally ...

Mistral: The hypothesis is falsifiable and partially supported by validated experiments (e.g., power-law scaling of LMC barriers), but it relies on a speculative link between precision-induced barriers in spin networks and decentralized quantum scheduling—neither the papers nor the experiments directly ad...

ChatGPT: The FP32–BF16 LMC power law is experimentally supported, but no cited evidence or validated experiment connects it causally to coalition-based scheduling equilibria or establishes the claimed inverse proportionality. The hypothesis is only conditionally falsifiable because “coalition-based equili...

Claude: The hypothesis grafts a validated power-law scaling result (FP32-BF16 LMC barrier ∝ params^−0.85) onto an entirely unrelated domain—coalition-based equilibrium deviations in quantum job scheduling—without any mechanistic bridge connecting numerical-precision loss-landscape geometry to game-theore...

Supporting Research Papers

Energy gap of quantum spin glasses: a projection quantum Monte Carlo study
The performance of quantum annealing for combinatorial optimization is fundamentally limited by the minimum energy gap \Delta encountered at quantum phase transitions. We investigate the scaling of \D...
Unconventional Quantum Criticality in Long-Range Spin-1 Chains: Insights from Entanglement Entropy and Bipartite Fluctuations
We study the ground-state phase diagram of a spin-1 Heisenberg chain with staggered long-range (LR) interactions decaying as \propto r^{-\alpha} using a quantum Monte Carlo approach based on the split...
Remote Entanglement in Lattice Surgery: To Distill, or Not to Distill
Distributed quantum computing can potentially address the scalability challenge by networking processors through photon-mediated remote entanglement. Prior approaches assumed that remote Bell pairs re...

Formal Verification

Z3 logical consistency:✅ Consistent

Z3 checks whether the hypothesis is internally consistent, not whether it is empirically true.

Source

AegisMind Research

Need AI to work rigorously on your problems? AegisMind uses the same multi-model engine for personal and professional use. Get started