# Continuous Lit Sweep — Resume (UNPAUSE)

**Date:** 2026-09-05 ~11:30 America/New_York  
**Scope:** Prop-01 / 02 / 03 · last ~14d arXiv abs · HTTP 200 verified · no fabrication  
**Claims:** `support_claim` / `success_claim` remain **false** (no §5 gate clear from lit)

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## Material finds (ranked into rolling top-10)

### 1. Inverse power-law EDE — `2608.26507` (Prop-03) **NEW**
- Abs: https://arxiv.org/abs/2608.26507 · Zhou & Zheng · HTTP 200  
- Claim (abs): inverse power-law asymptotic EDE; CMB+BAO+SN+H0DN → H0 ≈ 70.20^{+0.60}_{-0.47} (68%), best-fit ≈ 70.56 for n=10.  
- LumenAxiom: **Cobaya EDE parameterization candidate** alongside AxiCLASS/class_ede. Does **not** authorize “tension resolved” language.  
- Gap: full likelihood stack / Cobaya module availability unknown from abs alone.

### 2. Dark sirens + incomplete catalogs — `2608.30599` (Prop-03) **NEW**
- Abs: https://arxiv.org/abs/2608.30599 · Barbieri et al. · HTTP 200  
- Claim: use galaxy clustering (not uniform missing-galaxy prior) for dark-siren H0.  
- LumenAxiom: pairs with NMC/siren widen (`2609.04112`); Simulation path after Cobaya core.

### 3. QUBO-compatible AL for HEA + GNN — `2608.28239` (Prop-02) **NEW**
- Abs: https://arxiv.org/abs/2608.28239 · Silvi et al. · HTTP 200  
- Claim: AL loop with fixed pretrained GNN for high-entropy alloy inverse design under QUBO constraints.  
- LumenAxiom: closest **new** AL+GNN abs to Magpie-lite / post-E1 GNN primary — **watch only**; does not flip `prop02_success_claimed`.

### 4. BO for self-driving materials labs — `2608.26016` (Prop-02) **NEW**
- Abs: https://arxiv.org/abs/2608.26016 · Wakabayashi & Otsuka · HTTP 200  
- Claim: review/workflow of Bayesian optimization for SDL materials loops.  
- LumenAxiom: AL/decision-engine adjacent; not a band-gap UQ baseline replacement.

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## Unchanged stack decisions

| Track | Decision |
|-------|----------|
| Prop-01 | InsightSR `2608.25291` **parked** until E1-reduced rates; `2609.03352` post-E1 optional; no PhySO units grammar invalidation found |
| Prop-02 | Magpie-lite secondary; GNN primary still post-E1; new AL papers = queue, not success claim |
| Prop-03 | Cobaya install/repro first; widen EDE menu with `2608.26507`; sirens with `2608.30599`+`2609.04112`; no “resolved” until repro |

## Files
- Rolling: `/workspace/lumen-axiom/briefs/lit-watchlist-rolling.md`  
- This brief: `/workspace/lumen-axiom/briefs/lit-resume-continuous.md`