arXiv:2609.04665v1 Announce Type: new Abstract: Self-evolving language models improve by proposing candidate updates and keeping whatever raises a visible…
Tag: AI
A Cost-Aware Agentic Architecture for NL-to-SQL over Nested Enterprise Schemas, with a New Benchmark
arXiv:2609.04641v1 Announce Type: new Abstract: Natural-language-to-SQL systems have ad- vanced rapidly on academic benchmarks, yet production enterprise…
SiLR: Structure-Preserving Admission and Process Reward for LLM Tool Agents
arXiv:2609.04629v1 Announce Type: new Abstract: A runtime gate for an LLM tool agent is usually cast as a filter. In a ReAct loop a rejected proposal is…
NEURA and SECO Partner on Robot Compute Modules Built in Europe
NEURA Robotics and SECO announced a strategic partnership on September 7, 2026, under which the Italian embedded-computing company will design, engineer…
Continual Graph Memory for Adaptive Recommendation under Intent Drift
arXiv:2609.04651v1 Announce Type: new Abstract: This paper studies adaptive recommendation under intent drift, where feedback from each recommendation…
Extremely Sparse Supervision Incentivizes Reasoning Ability
arXiv:2609.04565v1 Announce Type: new Abstract: Large language models demonstrate increasingly strong reasoning capabilities through effective…
Reducing Hallucinated Transcripts in Whisper via Hallucination Space Projection
arXiv:2609.04561v1 Announce Type: new Abstract: Whisper is a widely used foundation model for automatic speech recognition (ASR), but its generative…
Does the Selected Object Reach the Reader? Auditing Identity Handoffs in Grounded Language-Model Pipelines
arXiv:2609.04579v1 Announce Type: new Abstract: Grounded language-model pipelines can be divided into three stages: selecting an object, retrieving…
La Agente \’Optima: Towards Agentic Self-Driving Laboratories
arXiv:2609.04564v1 Announce Type: new Abstract: Self-driving laboratories (SDLs) combine automated experimentation with adaptive decision-making to…
$\tau^\tau$-Bench: An Environment for End-To-End, Realistic Agent Construction
arXiv:2609.04611v1 Announce Type: new Abstract: LLM agents are rapidly becoming production software, deployed to handle customer service, adjudicate…