arXiv:2608.17128v1 Announce Type: new Abstract: A personal AI system needs a model of the user’s goals, constraints, and ongoing commitments to plan and…
Author: script
Copilot Autofix Opened a Shell Injection in Snowflake’s CI/CD Pipeline
A security fix written by GitHub’s Copilot Autofix and merged into a Snowflake repository on June 18, 2026 stripped out a sanitized input pattern and left…
Synthesizing Feature Extractors: An Agentic Approach for Algorithm Selection
arXiv:2608.17170v1 Announce Type: new Abstract: Algorithm selection for constraint satisfaction problems requires extracting features that capture problem…
AI News Brief Hourly Summary 2026-08-19 07h : 14 posts
14 posts published in the last hour 04:32A decodability criterion predicts when hidden-state selection beats majority voting in large language models 04:32DiSCO: Defending text-to-image generation through distribution-guided contrastive prompt optimization 04:32SkillEffect: Checked Lowering for Memory-Bounded Agent Tools 04:32Memory Is Communication:…
A decodability criterion predicts when hidden-state selection beats majority voting in large language models
arXiv:2608.17124v1 Announce Type: new Abstract: Combining the answers a large language model (LLM) samples for a question into one decision is a test-time…
DiSCO: Defending text-to-image generation through distribution-guided contrastive prompt optimization
arXiv:2608.17067v1 Announce Type: new Abstract: As text-to-image generative models advance, they raise critical safety concerns, particularly the…
SkillEffect: Checked Lowering for Memory-Bounded Agent Tools
arXiv:2608.17007v1 Announce Type: new Abstract: Agent Skills can specify procedural and resource obligations for tool use, and language models instantiate…
Memory Is Communication: The Frontier Between Remembering and Signaling
arXiv:2608.17053v1 Announce Type: new Abstract: A bounded agent may obtain information for a decision from its own past, from peers, or from both sources.…
Nvidia investing $1.5B in SoftBank data center developer behind OpenAI project
Nvidia’s investment in SoftBank’s data center developer will guarantee its chips power an OpenAI data center.
KernelArc: A Multi-Agent Framework for GPU Kernel Optimization
arXiv:2608.17071v1 Announce Type: new Abstract: We present KernelArc, a multi-agent framework for autonomous GPU kernel optimization across heterogeneous…