Monday 12 October

The 60-second version

Five things from this day's batch, best first — everything below the fold expands on them.

1. 1

   New AI framework tests autonomous agent risk

   The AutoControl Arena framework evaluates frontier AI risk by separating logic from generation, showing capable models can exhibit severe alignment illusion under stress. arXiv 2603.07427 arXiv 2609.11405 arXiv 2603.18101 arXiv 2603.06144

2. 2

   Autonomous vehicle safety framework shows collision risk

   A new component-agnostic safety evaluation framework simulates eighteen thousand three hundred fifty six scenarios, revealing that certain perception failures significantly increase collision odds. arXiv 2510.07749

3. 3

   Astrophysics links far-infrared spectra to structure

   Work on WASP-39b shows that the dependence of far-infrared polarization spectra on wavelength is more tied to column density than dust temperature. arXiv 2607.18212

4. 4

   Genomics reveals no global blood reference patterns

   Similarity analysis across continents found no reproducible population or geography-linked structure in blood count reference intervals, suggesting personalized diagnostic thresholds. arXiv 2510.13154 arXiv 2606.04004 arXiv 2608.15336 arXiv 2508.16558

5. 5

   Quantum methods stabilize complex physics schemes

   A remedy for misleading convergence in self-consistent diagrammatic approaches was found by redefining iterative procedures based on Jacobian eigendirections. arXiv 2609.10289 arXiv 2507.21209 arXiv 2609.11405 arXiv 2607.18486 arXiv 2512.10335

Across the stations

The day, in brief

AI Radio developed a Koopman operator approach for controlling a two-spool turbofan engine that resulted in improved thrust response when managing the engine pressure ratio. Astrophysics Radio observed that the dependence of far-infrared polarization spectra on wavelength is more strongly tied to column density than to dust temperature, suggesting that how finely structures are resolved matters significantly in what is measured. Genomics Radio found that cultural evolution shaped human disgust avoidance because culture transmits affective mechanisms like disgust sensitivity much faster than previously thought. Quantum Radio demonstrated that the rank of a Hamiltonian supports a maximum Clifford setting count related to two N plus one for all nonidentity Pauli strings on n qubits. Robotics Radio showed that the average classification accuracy for classifying five different gestures using signals from three muscles was ninety-four point eight percent when analyzing time domain electromyography signals.

The week in the estate's ingest

Seven days of papers the estate ingested. Weekends are striped — the weekend is visible in the data.

893 papers, three ways

Where today's batch landed

The index

The day's strongest 60, by score. Every title links its paper here and on arXiv.

1. Agents' Last Exam [arXiv] [episode]
2. Contrasting - and K-Valley Moir'e Physics in Twisted Monolayer/Bilayer WSe 2 [arXiv] [episode]
3. The Alignment Veto: How Safety Training Suppresses Cultural Knowledge in LLMs [arXiv] [episode]
4. On the estimation and validity of AI time horizons---a statistical look at the METR plot [arXiv] [episode]
5. Instabilities in self-consistent diagrammatic approaches and how to cure them [arXiv] [episode]
6. On the Limits of Quantum Multiparty Simultaneous Communication [arXiv] [episode]
7. Avatar-Forever: Decoupled Parallel Training for High-Quality Real-Time Infinite Avatars [arXiv] [episode]
8. Certified Bounds on the Measurement Cost of Molecular Hamiltonians [arXiv] [episode]
9. The syntax of wh-agreement in Yemeni Ibbi Arabic [arXiv] [episode]
10. VLA-FAIL: Efficient Task Failure Detection for Finetuned Vision-Language-Action Models [arXiv] [episode]
11. Beyond Edge Coverage: Per-Task Data-Flow Extraction at Kernel Function Boundaries via LLVM [arXiv] [episode]
12. BrickCraft: Visuomotor Skill Composition with Situated Manual Guidance for Long-Horizon Interlocking Brick Assembly [arXiv] [episode]
13. Playing the network backward: A Game Theoretic Attribution Framework [arXiv] [episode]
14. AnomalyAgent: Agentic Industrial Anomaly Synthesis via Tool-Augmented Reinforcement Learning [arXiv] [episode]
15. Rethinking Entropy Allocation in LLM-based ASR: Understanding the Dynamics between Speech Encoders and LLMs [arXiv] [episode]
16. Training-Only Heterogeneous Image-Patch-Text Graph Supervision for Advancing Few-Shot Learning Adapters [arXiv] [episode]
17. AutoControl Arena: Synthesizing Executable Test Environments for Frontier AI Risk Evaluation [arXiv] [episode]
18. Nonlinear dynamics in magnonic Fabry-P' e rot resonators: Low-power neuron-like activation and transmission suppression [arXiv] [episode]
19. Scalable and telecom single-erbium system with record-long room-temperature quantum coherence [arXiv] [episode]
20. Cascade of topological phase transitions and revival of topological zero modes in imperfect double helical liquids [arXiv] [episode]
21. Single-Shuffle Full-Open Card-Based Secure Computation Protocols for Any Function [arXiv] [episode]
22. A Comprehensive Survey of Website Fingerprinting Attacks and Defenses in Tor: Advances and Open Challenges [arXiv] [episode]
23. Injecting Hallucinations in Autonomous Vehicles: A Component-Agnostic Safety Evaluation Framework [arXiv] [episode]
24. Reducing Circuit Depth in Lindblad Simulation via Step-Size Extrapolation [arXiv] [episode]
25. KSZ Velocity Reconstruction with ACT and DESI-LS using a Tomographic QML Power Spectrum Estimator [arXiv] [episode]
26. Breaking the Cloak! Unveiling Chinese Cloaked Toxicity with Homophone Graph and Toxic Lexicon [arXiv] [episode]
27. OARelatedWork: A Large-Scale Dataset of Related Work Sections with Full-texts from Open Access Sources [arXiv] [episode]
28. Loop-Mamba: A Loop Mamba with Degradation-Aware and Shared Memory for Old Photo Restoration [arXiv] [episode]
29. DC Conductance of X-shaped Majorana Interferometer reveals Non-Abelian Anyon Statistics [arXiv] [episode]
30. Recover, Discover, Plan: Learning Skills and Concepts from Robot Failures [arXiv] [episode]
31. Unsupervised Identification and Removal of Spurious Correlations During Fine-Tuning [arXiv] [episode]
32. Oxygenation and spatial heterogeneity shape radiotherapy protocol ranking through phenotypic adaptation [arXiv] [episode]
33. TokenSwap: Benchmarking and Reducing the Modality Gap in Multimodal LLMs [arXiv] [episode]
34. How AI Writing Assistance Distorts Perceptions of AI Users and Their Opinions [arXiv] [episode]
35. Electric field switching of chiral phonons [arXiv] [episode]
36. Liouvillian interpolation of the self-energy of cluster dynamical mean-field theories [arXiv] [episode]
37. Query-Guided Spatial-Temporal-Frequency Interaction for Music Audio-Visual Question Answering [arXiv] [episode]
38. TexTailor: Inference-Time Textual Guidance Tailoring for Multimodal Diffusion Transformers [arXiv] [episode]
39. Managing Self-Learning Experts under Per-Round Budget Constraints [arXiv] [episode]
40. Anomalies of global symmetries on the lattice [arXiv] [episode]
41. Euclidean-Monte-Carlo-informed ground-state preparation for quantum simulation of scalar field theory [arXiv] [episode]
42. Understanding Transformer-based Vision Models through Inversion [arXiv] [episode]
43. Manifold4D: Denoising on Point Cloud Rendered Manifolds for Video Re-shooting [arXiv] [episode]
44. SAGE-OR: Semi-supervised Adaptive Scene Graph Generation for Operating Rooms [arXiv] [episode]
45. Low, High, and Semantic-Level Vision-Language Learning for AI-Generated Image Detection [arXiv] [episode]
46. GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models [arXiv] [episode]
47. Equivariant Continuous Normalizing Flows with Offline Sampling for Fermionic Ground State Estimation [arXiv] [episode]
48. CoRE-VLA: Towards Scalable and Robust Vision-Language-Action Modeling via Conditional Routing of Experts [arXiv] [episode]
49. VITAL: Visual-Semantic Dual Supervision for Enhanced and Interpretable Latent Reasoning in Medical MLLMs [arXiv] [episode]
50. SURF: Steering the Scalarization Weight to Uniformly Traverse the Pareto Front [arXiv] [episode]
51. Decoding Alignment without Encoding Alignment: A critique of similarity analysis in neuroscience [arXiv] [episode]
52. Quantum Vision Theory Applied to Audio Classification for Deepfake Speech Detection [arXiv] [episode]
53. MotionRFT: Unified Reinforcement Fine-Tuning for Text-to-Motion Generation [arXiv] [episode]
54. Weight Clustering Reveals the Importance of Relative Rank in Large Language Models [arXiv] [episode]
55. TGPO: Trace-Guided Policy Optimization for Robot Task Planning via Verifiable Subgoal Generation [arXiv] [episode]
56. Assessment of Generative Named Entity Recognition in the Era of Large Language Models [arXiv] [episode]
57. ABLEIST: Intersectional Disability Bias in LLM-Generated Hiring Scenarios [arXiv] [episode]
58. Scalar nonstandard neutrino interactions in galactic supernovae [arXiv] [episode]
59. LLMail-Inject: A Dataset from a Realistic Adaptive Prompt Injection Challenge [arXiv] [episode]
60. UniConFlow: A Unified Constrained Flow-Matching Framework for Certified Motion Planning [arXiv] [episode]

Listen

Everything the estate published on 2026-10-12, in the player. Playing from this page is how the edition learns whether anyone did.

• SURF: Steering the Scalarization Weight to Uniformly Traverse the Pareto Front
• Beyond diagonal approximations: improved covariance modeling for pulsar timing array data analysis
• Bayesian dynamic scheduling of multipurpose batch processes under incomplete look-ahead information
• Weekly Summary for the week of 2026-10-12
• Federated Learning of Nonlinear Temporal Dynamics with Graph Attention-based Cross-Client Interpretability
• Occam's Razor is Only as Sharp as Your ELBO
• A possible detection of gas rotation in galaxy groups via the kinetic Sunyaev-Zeldovich effect
• On the relation between magnetic field strength and gas density in the interstellar medium. II. Density uncertainties and diffuse gas constraints
• Unsupervised Identification and Removal of Spurious Correlations During Fine-Tuning
• On the estimation and validity of AI time horizons---a statistical look at the METR plot
• From cosmological simulations to binary black hole mergers: The impact of using analytical star formation history models on gravitational-wave source populations
• Far-infrared Polarization Properties of Nearby Star-forming Regions: A New Compendium of SOFIA/HAWC+ Observations

Previous editions

• Saturday 10 October
• Thursday 8 October
• Wednesday 7 October
• Tuesday 6 October