arXiv:2608.19689v1 Announce Type: new Abstract: LLM-based social simulation is a promising complement to traditional methods such as surveys and…
Enforcing LLM Safety through DMD-based Classification of Prompt-Response Embedding Dynamics
arXiv:2608.19579v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly deployed in high-stakes applications, yet their tendency to…
Can Agent Memory Systems Track Evolving State?
arXiv:2608.19652v1 Announce Type: new Abstract: As LLM-based agents are deployed for longer and higher-stakes tasks, their memory systems continue to have…
5 new ways to level up your learning with Search
an illustrated image with icons and phrasing like “Add Notebook” and “Ask Google”
Scientific Data Skills: Enabling Agent-Ready Scientific Data Services at Scale
arXiv:2608.19625v1 Announce Type: new Abstract: Scientific data are increasingly used by AI agents, yet existing dataset representations provide limited…
Ramp Opens Router.com Model Gateway With Free Routing Through 2026
Ramp, the corporate-spend platform that powers more than $200 billion in purchases annually, launched Router.com on August 19, 2026: a single API endpoint…
Frequency-Aware Continual Learning for Smart Contract Vulnerability Detection with Large Language Models
arXiv:2608.19680v1 Announce Type: new Abstract: Smart contract vulnerability detection with Large Language Models (LLMs) faces three causally linked…
Google packs Search and Gemini with new AI study tools
The launch of the new study features marks Google’s latest effort to make Gemini the AI assistant that students turn to when learning and studying, as it…
Learning Hierarchical Skill Policies with Offline Quality-Diversity Reinforcement Learning
arXiv:2608.19684v1 Announce Type: new Abstract: Recent studies investigate how to leverage pre-collected datasets to improve the policy performance and…
AI News Brief Hourly Summary 2026-08-21 07h : 14 posts
14 posts published in the last hour 04:32Beyond Imitation: Filtering On-Policy Distillation by Reasoning Progress 04:32Symposium: Trust via Auditable Records for Communities of AI Scientist Agents 04:32Outcome Monitors: Recovery Affordances for Silent Tool Failures 04:32AI was supposed to win people…
Beyond Imitation: Filtering On-Policy Distillation by Reasoning Progress
arXiv:2608.19408v1 Announce Type: new Abstract: On-policy distillation (OPD) has emerged as an effective framework for post-training language models by…
Symposium: Trust via Auditable Records for Communities of AI Scientist Agents
arXiv:2608.19511v1 Announce Type: new Abstract: Symposium is a formal framework and practical implementation to record the operation of AI agents deployed…
Outcome Monitors: Recovery Affordances for Silent Tool Failures
arXiv:2608.19303v1 Announce Type: new Abstract: When a tool call times out, the agent sees the failure and can route around it. A cached error page or…
AI was supposed to win people over by now — it hasn’t
As AI becomes harder to avoid, consumers are growing more wary of the technology — and Silicon Valley is discovering that widespread adoption doesn’t…
From Retrieved Context to Runtime Control: Adaptive Compression for Edge-based RAG
arXiv:2608.19535v1 Announce Type: new Abstract: Retrieval-augmented generation (RAG) improves language-model responses by grounding generation in external…
Gautam Korlam, Principal Engineer at Sonar – Interview Series
Gautam Korlam, Principal Engineer at Sonar, is a veteran software engineer and technology leader whose career has focused on developer infrastructure,…
Air Traffic Control Using Large Language Models: Prompt Engineering, Architecture, and Evaluation
arXiv:2608.19299v1 Announce Type: new Abstract: Air traffic control (ATC) communication is a safety-critical dialogue that remains largely human-driven…
How to Navigate Uncertainty About AI Consciousness
arXiv:2608.19215v1 Announce Type: new Abstract: Given deep uncertainty about the possibility of artificial consciousness, it is unclear how we should…