arXiv:2609.10579v1 Announce Type: cross Abstract: We present a machine-checked Lean~4 formalization of Dong and Yang’s classification of optimal…
Category: AI
Can Edge-Deployable Vision-Language Models Identify Species?
arXiv:2609.11916v1 Announce Type: new Abstract: Camera traps often run in the field on edge hardware with limited or no connectivity, making small,…
Role differentiation as ignition of a collective information engine: Structuration in Agent Populations
arXiv:2609.05442v2 Announce Type: cross Abstract: Informational active matter shows how measurement-informed decisions produce collective order, so far in…
From Parameters to Answers: How LLMs Retrieve and Use Their Internal Knowledge
arXiv:2609.11859v1 Announce Type: new Abstract: How does a language model’s dependence on query-routing information and target knowledge change as it…
A Unified Per-Token Gating Family for On-Policy Distillation: FKL/RKL Mixing with Multi-Channel and Bias Coefficients
arXiv:2609.11768v1 Announce Type: new Abstract: Per-token gating of forward/reverse KL losses has become a standard technique for on-policy knowledge…
MindTopo: Can Foundation Models Reason in Topological Space?
arXiv:2609.11900v1 Announce Type: new Abstract: Spatial reasoning depends not only on metric properties such as distance, angle, and shape, but also on…
On the Regularization Landscape for the Linear Recommendation Models
arXiv:2609.11876v1 Announce Type: new Abstract: Recently, a wide range of recommendation algorithms inspired by deep learning techniques have emerged as…
Explainability Assistant: A Conversational XAI Interface for Interpreting Energy Consumption Models
arXiv:2609.11860v1 Announce Type: new Abstract: Energy consumption forecasting relies on increasingly complex machine learning (ML) models, such as…
COBRA-Skills: Contextual Bandit-Guided Evolution for Agent Skill Optimization
arXiv:2609.11682v1 Announce Type: new Abstract: Large language model (LLM) agents can benefit from reusable skills distilled from prior task experience,…
Autonomy, Social Norms, and Alignment: Towards a Developmental Framework for Autonomous Artificial Agents
arXiv:2609.11660v1 Announce Type: new Abstract: In recent years, artificial intelligence has made extraordinary progress thanks to large-scale models…