arXiv:2610.41267v1 Announce Type: new Abstract: Turning an engineering request into a simulation requires consistent geometry, physics, boundary…
Experts Exhibit Structured Redundancy: Structure-Preserving Expert Pruning for Mixture-of-Experts Large Language Models
arXiv:2610.41236v1 Announce Type: new Abstract: Sparse MoE mechanism significantly improves the trade-off between model capacity and inference efficiency.…
SciGraphSelect: Auditable Scientific Data Selection through Knowledge–Reasoning Graphs
arXiv:2610.41280v1 Announce Type: new Abstract: Scientific data selection is typically driven by relevance or utility scores, providing limited insight…
MEMIG: Self-evolving Memory Construction for Antibody Optimization
arXiv:2610.41245v1 Announce Type: new Abstract: Memory has become central to self-evolving LLM agents, which store and retrieve experience from past…
The agentic web is here
In 2001, a decade after he invented the World Wide Web, Tim Berners-Lee articulated a new vision. Together with two colleagues, he published an article in…
Rome Wasn’t Built in One Turn: Replay-Grounded Reward Signals for Long-Horizon Freeciv Agents
arXiv:2610.41264v1 Announce Type: new Abstract: Training language-model agents to play long-horizon strategy games is hard because deterministic feedback…
AI News Brief Hourly Summary 2026-11-02 11h : 15 posts
15 posts published in the last hour 09:33ImplicitHop: Evaluating knowledge integration across context and memory 09:33Researcher-in-the-Loop Evolutionary Discovery of Entanglement-Assisted Quantum Code Families 09:33LLM Detoxification via Transition-Aware Reward-Guided Representation Sampling 09:33TRIDENT and SHAKTI: A Framework and Benchmark for Hindi AI-Text…
ImplicitHop: Evaluating knowledge integration across context and memory
arXiv:2610.41169v1 Announce Type: new Abstract: The ability to integrate new information and deduce its consequences is central to learning,…
Researcher-in-the-Loop Evolutionary Discovery of Entanglement-Assisted Quantum Code Families
arXiv:2610.41183v1 Announce Type: new Abstract: LLM-guided program evolution can produce mathematical constructions, but validity, generality, and…
LLM Detoxification via Transition-Aware Reward-Guided Representation Sampling
arXiv:2610.41165v1 Announce Type: new Abstract: Large Language Models (LLMs) can generate toxic content, motivating effective test-time detoxification.…
TRIDENT and SHAKTI: A Framework and Benchmark for Hindi AI-Text Detection
arXiv:2610.41232v1 Announce Type: new Abstract: As Large Language Models (LLMs) become increasingly multilingual, distinguishing human-written from…
RTL-Interact: Training EDA-Interactive Models for Multi-Task RTL Design
arXiv:2610.41225v1 Announce Type: new Abstract: Large language models offer a promising route to register-transfer-level (RTL) design, but reliable…
Lifelong Learning of Scheduling Rules with Surrogate-assisted Genetic Programming for Dynamic Flexible Job Shop Scheduling
arXiv:2610.41158v1 Announce Type: new Abstract: Genetic programming (GP) has been widely used to learn scheduling rules for dynamic flexible job shop…
EASE Raises $9.5M Equity to Scale AI Medical Devices in South Africa, Ghana
EASE Holdings BV, a Netherlands-based medical equipment-as-a-service provider, has secured US$9.5 million in additional equity from AAFC Group Inc, a…
FrontierMat: Benchmarking Language Models at the Frontier of Materials R&D
arXiv:2610.41162v1 Announce Type: new Abstract: To accelerate materials discovery, language models must be able to address problems at the research…
Marble Cognition raises $3.75M for its AI agent workers that watch and learn how people work
Artificial intelligence agents have become two a penny in the enterprise today, but just because they’re rapidly being commoditized does not mean…
Confident Fools or Careful Searchers? A Behavioural Study of When LLMs Search Beyond Their Static Internal Memory
arXiv:2610.41124v1 Announce Type: new Abstract: Agentic LLM assistants must repeatedly decide whether to answer from memory or to call a tool such as web…
NVIDIA Releases Auto Ontology: An Open Semantic Layer That Grounds AI Agent SQL
NVIDIA released Auto Ontology, an Apache 2.0 library that generates a semantic layer from enterprise metadata. It grounds agent SQL in certified…