Friday 16 October

The 60-second version

Today's batch, and the 60-second version is still being written. Everything below is today's own work: the papers as they are landing, the stations that have written their piece, and the day's episodes. This page fills in as the day does.

Across the stations

The day, in brief

AI Radio's framework based on <a href="/papers/2610.21033">AKMPC</a> allows sample-efficient locally differentially private learning for structured univariate distributions like Gaussian mixture models. Astrophysics Radio's analysis of dust activity evolution in interstellar comets by <a href="/papers/2610.21206">AKMPC</a> shows that before perihelion, the effective scattering cross section brightened across a region of two times ten four kilometers because it was proportional to r H-gamma. Genomics Radio suggests that while awake, neural activity disrupts the structures the brain depends on, causing parameter drift in <a href="/papers/2610.21486">Neural Computation Runs on Dissipative Structures Under Cyclic Calibration</a>. Quantum Radio's agent-assisted experimental strategy for tasks on three-qubit nuclear magnetic resonance processors showed that a single strategy can be reused and refined across four different processors, achieving marked-state populations close to the ideal value of 0.945 with relative deviations under three point eight percent. Robotics Radio's vision-guided closed-loop autonomous navigation of light-driven Janus microbots developed a framework that integrates real-time visual localization using a custom YOLOv11 object detection model with discretized waypoint-based magnetic steering for precise movement along prescribed paths. Security Radio's PlaceMark system attempts to embed an identifier in the placement of modules using a secret key to determine where eligible modules should be placed.

The week in the estate's ingest

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

1443 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. SCARCE: Emergent Institutions in Long-Horizon Multi-Agent Coding Systems [arXiv]
2. Learning When to Think: Utility-Guided Adaptive Reasoning for Efficient Text Retrieval [arXiv]
3. Blind Watermarking of Software Repositories via Module Placement [arXiv]
4. Efficient Agnostic Learning of Univariate Densities Under Local Differential Privacy [arXiv]
5. Can Autonomous Vehicles Keep Their Cool? A Survey of Thermal Side-Channel and Perception Attacks [arXiv]
6. INCONVENIENT: A Benchmark to Assess LLM Generalization Capabilities from Convenience Samples [arXiv]
7. Recursive Reward Improvement via Adversarial Meta-Prompt Evolution [arXiv]
8. Testing the inelastic dark matter interpretation of the LZ event with heavy-element experiments [arXiv]
9. ReviewPilot: A Multi-Agent System for Screening and Data Extraction in Systematic Reviews [arXiv]
10. Singular wave functions and quantum collapse in inverse-power potentials [arXiv]
11. Learning When to Withdraw: Curriculum Coverage and Rule-Specific Failures in Fine-Tuned Language Agents [arXiv]
12. PremiseCheck: Efficient Fact-Checking of Human and AI Peer Reviews [arXiv]
13. Agent-assisted experimental strategy transfer across quantum processors [arXiv]
14. SHIP: Structured and Hierarchical Insight with Privacy [arXiv]
15. SALTO: Solver-Anchored Lifted Transfer Operators for Nonlinear Event Inference [arXiv]
16. Athanor: An Agent-Native System for Autonomous Post-Training Research [arXiv]
17. NOMAI: Scalable Federated Learning with Private Weights [arXiv]
18. Bellman-Consistent Trajectory RL for LLM Arithmetic Reasoning [arXiv]
19. Score Mismatch and Set-Constrained Sampling in Zero-Shot Conditional Discrete Diffusion [arXiv]
20. Multimodal AI Detection for Math-Heavy Scientific Text [arXiv]
21. Approve What, Exactly? Effect Binding and Trusted Rendering for Agent Step-Up Authorization [arXiv]
22. Multiplicative Semidefinite Programming Upper Bounds on Quantum No-Signalling-Assisted Zero-Error Capacity [arXiv]
23. OmicsBench: a long-horizon multi-turn benchmark of AI agents on research-study-scale bioinformatics [arXiv]
24. Data-Driven Optimization of Seminumerical Exchange for SIMD CPUs [arXiv]
25. Adaptive Randomized Neural Networks for PDEs: Structure-Aware Feature Redistribution and Residual-Driven Block Enrichment [arXiv]
26. StochLOB: Heavy-Tailed Score Matching for Robust Limit Order Book Trend Prediction [arXiv]
27. Sci vot: Benchmarking Principal-Investigator Judgment at Pivotal Moments of Scientific AutoResearch Agents [arXiv]
28. A Jury, Not an Electorate: Label-Free Reliability Estimation for Ensembles of Language Models [arXiv]
29. RoPE-Flow: Monocular Vision-based Robot Pose Estimation via 2D Graph-Conditioned 3D Flow Matching [arXiv]
30. SIEVE: Overcoming Topological Obstruction in Equivariant Self-Supervised Learning [arXiv]
31. Probe-and-Resume: When and How to Evaluate Agent Execution [arXiv]
32. Slip-Induced Fall Suppression During Cornering for a Remotely Operated Motorcycle with a Rear-Wheel-Swing Mechanism [arXiv]
33. RoboCloth: A Large-Scale Real Cloth Material Dataset for Neural Reflectance Reconstruction [arXiv]
34. MemComposer: Learning to Assemble Memories for LLM Agents via Reinforcement Learning [arXiv]
35. Can World and Action Modeling Benefit Each Other under Unified Causal Training? [arXiv]
36. ToolBottleneckBench: Measuring Tool-Agent Performance under Controlled Pressures and Fixed Harness Budgets [arXiv]
37. A One-Sided McDiarmid-Type Inequality for Heavy Tails via Reverse KL Tensorization [arXiv]
38. Detecting and Identifying Supernovae in AGN Accretion Disks [arXiv]
39. Finite-Element Asteroseismology I: Two-Dimensional Adiabatic Oscillations of Rapidly Rotating N=3 Polytropes [arXiv]
40. Planning Commitment of LLM under Partial Observability [arXiv]
41. Kolab: Benchmarking Human-Agent Collaboration in Long-Horizon Workflows [arXiv]
42. Neutrino production at the extreme vicinity of supermassive black hole in NGC 1068 [arXiv]
43. Displacement-noise-free gravitational-wave detector using quantum tomography of photon orbital angular momentum states [arXiv]
44. SSR: Structural Signal Retriever for Scalable Agent Discovery in LLM-Orchestrated Multi-Agent Systems [arXiv]
45. Spectral-Spatial Interpretation [arXiv]
46. Orbital Stability of Apsidally Aligned Planetary Systems [arXiv]
47. ResStreamGS: Residual-Sensitive Dual-Stream Gaussian Splatting for Mobile Volumetric Video Streaming [arXiv]
48. DST-Net: Decomposed Spatio-Temporal Network for Time Series Forecasting [arXiv]
49. Noise-Space Reward Alignment for Few-Step Generative Models [arXiv]
50. Compression Does Not End at Selection: Post-Selection Positional Geometry for Sparse KV Caches [arXiv]
51. Reaction Attack on CKKS Deployments with Asymptotically Optimal Query Complexity [arXiv]
52. When Judges Agree and Are Wrong: Consistency-Accuracy Dissociation as a Blind Spot for Label-Free Evaluation [arXiv]
53. Sparse Attention for Video Generation Acceleration via Growing Sparsity and Reduced Search [arXiv]
54. Trajectory Prediction Method for person under WSN with Hierarchical Envelope Adversarial Domain Adaptation [arXiv]
55. Predicting Live Birth After Fresh Embryo Transfer in IVF/ICSI: Differential ICM/Trophectoderm Morphology Encoding and a Hybrid Attention--Logistic Regression Ensemble [arXiv]
56. Stronger Judges Do Not See More: Deployment-Integrity Blindness in LLM Evaluation [arXiv]
57. Pathwise Shrinkage and Probabilistic Calibration of the Multiplicative Half-Cauchy Process [arXiv]
58. OnBodyAI - Why the Next AI Needs a Body [arXiv]
59. CleanRM: Reward Modeling from Noisy Feedback with a Few Clean Feedback for RLHF [arXiv]
60. When is a better LLM worth paying for? Stochastic Optimization with Switching Mixed-Fidelity Oracles [arXiv]

Listen

Everything the estate published on 2026-10-16, in the player. Playing from this page is how the edition learns whether anyone did.

• Fundamental Limitations of QAOA on Constrained Problems and a Route to Exponential Enhancement
• A Platform for Evanescently Trapping Rb-87 Using Silicon Nitride Strip Waveguides Buried in Silica
• Spatial Phase Control of Energy and Ergotropy in Quantum Batteries
• Strong-field regime within effective field theory
• From vanishing pairwise entanglement to global separability:Entanglement structure and measures in the W subspace
• Quantum speed limit time for bipartite entanglement in neutrino oscillations in matter with nonstandard interactions
• Unconditional full vector magnetometry using spin selectivity in Nitrogen Vacancy centers in diamond
• Fundamental Limits on QBER and Distance in Quantum Key Distribution
• Learning Quantum Operator Dynamics from Short-Time Data
• Heterogeneous entanglement between a trapped ion and a solid-state quantum memory
• Structured-Light Magnetometry in a Coherently Controlled Atomic Medium
• Magnetic domains stabilized by symmetry-protected zero modes

Previous editions

• Thursday 15 October
• Wednesday 14 October
• Monday 12 October
• Saturday 10 October
• Thursday 8 October
• Wednesday 7 October
• Tuesday 6 October