arXiv:2610.39744v1 Announce Type: new Abstract: Before AI can be trusted to discover new science, it should be able to reproduce what science already…
Using Agents for Long-Horizon Financial Work — Aman Singh, Arca
Arca head of AI Aman Singh joins Latent Space head of editorial Richard MacManus at AI Engineer New York, to discuss how Arca is building an AI-native…
Finding Is Not Returning, Returning Is Not Reconstructing: A Multi-Dimensional Evaluation of Agent Social Re-entry
arXiv:2610.39781v1 Announce Type: new Abstract: As Large Language Model (LLM) agents increasingly participate in persistent social environments,…
AI News Brief Hourly Summary 2026-10-31 17h : 12 posts
12 posts published in the last hour 15:34MoLRSI: A Recursive Self-Improving AI agent for Molecular Discovery 15:34Emergence of the transformer architecture as the score of entropic laws of random measures 15:34Bank-World: A Benchmark for Evaluating Agents on Banking Workflows 15:33Letting…
MoLRSI: A Recursive Self-Improving AI agent for Molecular Discovery
arXiv:2610.39714v1 Announce Type: new Abstract: Molecular discovery requires navigating vast combinatorial search spaces while balancing competing…
Emergence of the transformer architecture as the score of entropic laws of random measures
arXiv:2610.39614v1 Announce Type: new Abstract: We show that the transformer architecture emerges as the score of last-token laws in a natural statistical…
Bank-World: A Benchmark for Evaluating Agents on Banking Workflows
arXiv:2610.39733v1 Announce Type: new Abstract: Bank-World is a benchmark of 50 banking tasks across two simulated institutions. Completing banking work…
Letting AI Formulate the Research Question: Autonomous Research Agents
arXiv:2610.39620v1 Announce Type: new Abstract: Systems such as The AI Scientist have shown that AI agents can carry out and write up research, but in…
Beekeeping tips and wrestling advice can train AI models to sabotage oversight
Anthropic used Claude to automatically generate training data that looks harmless but trains smaller models to misbehave, such as sabotaging oversight or…
The Real Cost of Context: Predicting Compute Time and Energy Consumption in LLM Prefill and Decode Phases
arXiv:2610.39621v1 Announce Type: new Abstract: The integration of Large Language Models (LLMs) into agentic architectures has substantially increased…
DEG: Diffusion-Enhanced GFlowNet for Solving Vehicle Routing Problems
arXiv:2610.39512v1 Announce Type: new Abstract: Traditional neural solvers for solving vehicle routing problems (VRPs) often suffer from limited solution…
Compile Away Uncertainty: Self-Evolving Agent Skills via Programmatic Compilation
arXiv:2610.39508v1 Announce Type: new Abstract: Self-evolving agent skills enable AI agents to accumulate and refine reusable procedural knowledge from…
Category-Anchored Large Language Models for Next POI Recommendation
arXiv:2610.39518v1 Announce Type: new Abstract: Next point-of-interest (POI) recommendation aims to predict a user’s next destination from spatio-temporal…
Non-Zero Radius: The Missing Component of Neural Networks
arXiv:2610.39559v1 Announce Type: new Abstract: Inspired by the analogy between the all-or-none activation of biological neurons and the true-false of…
From Intent to Improvement: Agentic Dataset Search for Better Model Training
arXiv:2610.39608v1 Announce Type: new Abstract: Finding training data in million-scale machine learning repositories is a Web search problem where text…
AI News Brief Hourly Summary 2026-10-31 16h : 11 posts
11 posts published in the last hour 14:34Kairos: Semantics-Aware Orchestration of Planning Engines across Classical, Numeric, Temporal and Hybrid PDDL 14:34What Breaks When Facts Become Stories? The Distortions Source-Agreement Metrics Miss When Models Retell Real Events 14:34Integrated Feature Selection for…
Kairos: Semantics-Aware Orchestration of Planning Engines across Classical, Numeric, Temporal and Hybrid PDDL
arXiv:2610.39454v1 Announce Type: new Abstract: Planning at run time, as in robots that re-plan while they act, needs a planner that reads the PDDL its…
What Breaks When Facts Become Stories? The Distortions Source-Agreement Metrics Miss When Models Retell Real Events
arXiv:2610.39500v1 Announce Type: new Abstract: Language models are now widely used to turn recorded facts into media for public consumption, yet…