arXiv:2610.00654v1 Announce Type: new Abstract: Personalization has long relied on customer data to infer what an individual is likely to value. We call…
Backdoor Containment via Expert Quarantine and Shutdown in LLMs
arXiv:2610.00663v1 Announce Type: new Abstract: Backdoored large language models (LLMs) can behave normally on benign inputs while producing…
A Simple Doxastic Deontic Logic for Norm-Guided Decision Making
arXiv:2610.00668v1 Announce Type: new Abstract: Making decisions despite conflicting norms and incomplete or unreliable information is a fundamental…
Backdoor Purification for LoRA-Tuned LLMs via Null-Space Projection
arXiv:2610.00685v1 Announce Type: new Abstract: With the rapid adoption of large language models (LLMs) and parameter-efficient fine-tuning (PEFT)…
Incident-Arena: Getting agents to the last nine of reliability
arXiv:2610.00648v1 Announce Type: new Abstract: AI coding agents are ubiquitous in engineering workflows amongst industry and academia. Yet, despite their…
Agent Evaluation Reliability: More Tasks Won’t (Always) Fix An Agent Leaderboard
arXiv:2610.00651v1 Announce Type: new Abstract: Agent evaluations are increasingly used to compare LLMs and inform deployment decisions, yet ranks can…
[AINews] Pi 1.0, Pi Durable, and AIE NYC
the minimalist harness goes stable… and TypeScript!
Legal Research Bench: Measuring End-to-End Reliability in Long-Horizon Legal Research Agents
arXiv:2610.00609v1 Announce Type: new Abstract: Legal research is a core and time-consuming legal workflow. Lawyers must identify controlling authority,…
Google releases Gemini 4 Argon, called its most powerful model yet
Google has released its latest Gemini model, marketing it as a workhorse for coding and cybersecurity work.
Spatial Strategies, Not Actions: Vector-Quantized Geodesics as Tools for LLM-Driven Agents
arXiv:2610.00613v1 Announce Type: new Abstract: Large language model (LLM) based agents are often criticized for lacking spatial understanding and mainly…
AWS Strands Labs Releases Strands Decider 2B: An Open Source Decision Model That Picks Options in About 115 ms
AWS’s Strands Agents team released Strands Decider 2B, an Apache-2.0 decision model built on Qwen3.5-2B-Base. It returns choices, yes/no probabilities and…
CompMat-Bench: Benchmarking AI Agents for Computational Materials Science
arXiv:2610.00636v1 Announce Type: new Abstract: Evaluating AI agents on scientific research tasks is constrained by the time and resources required for…
AI News Brief Hourly Summary 2026-10-02 09h : 12 posts
12 posts published in the last hour 06:32Before Agents Decide: Epistemic Action in LLM-Based Systems 06:32Ontology-Based Contextual AI Evaluations (OB-CAIE) Methodology 06:32Frozen Scenes, Shifting Winners: Configuration Fragility in Text-to-3D Evaluation 06:32Worse Together: How Performance Breaks Down in Multi-User Multi-Agent Teams…
Before Agents Decide: Epistemic Action in LLM-Based Systems
arXiv:2610.00511v1 Announce Type: new Abstract: Before a difficult decision, people often act simply to understand the situation better. We turn an object…
Ontology-Based Contextual AI Evaluations (OB-CAIE) Methodology
arXiv:2610.00529v1 Announce Type: new Abstract: The ontology-based contextual AI evaluation (OB-CAIE) methodology was developed to address a lack of…
Frozen Scenes, Shifting Winners: Configuration Fragility in Text-to-3D Evaluation
arXiv:2610.00447v1 Announce Type: new Abstract: Can a text-to-3D leaderboard change when every generated scene stays fixed? We audit this question for…
Worse Together: How Performance Breaks Down in Multi-User Multi-Agent Teams
arXiv:2610.00583v1 Announce Type: new Abstract: People are increasingly delegating tasks to AI agents, and those agents are increasingly encountering…
Google Gemini 4 Argon closes the gap with OpenAI and Anthropic but doesn’t take a clear lead
Gemini 4 Argon is Google’s first frontier model in over seven months. It matches GPT-6 Astra in independent testing but can’t keep up with Anthropic’s…