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…
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…
FedPref: Federated Preference Learning for Structured Radiology Report Extraction
arXiv:2608.16971v1 Announce Type: new Abstract: Radiology reports describe findings and locations in free text, but downstream search and analysis require…
Runtime Governance for Agentic AI: Action-Boundary Control with Trusted Provenance and Fail-Closed Execution
arXiv:2608.16891v1 Announce Type: new Abstract: Agentic AI systems request tool actions that can modify files, send messages, launch jobs, or change…
The Problem Is the Problem: Towards Scalable Mathematical Discovery
arXiv:2608.16977v1 Announce Type: new Abstract: AI systems are increasingly capable of contributing to mathematical research. In research practice,…
Axiom Math’s AI Verifies the 246 Prime-Gaps Theorem in Lean
Axiom Math says its AxiomProver system has produced a machine-checked Lean 4 proof of the strongest known result on gaps between prime numbers: the…
GxP-Agent: Process-DAG Topology for Reliable Clinical Trial Programming with LLM Agents
arXiv:2608.16890v1 Announce Type: new Abstract: Clinical trial programming — transforming study protocols into analysis-ready datasets under CDISC…
The Hidden Cost of AI: How “Black Box” Models Are Eroding Trust, Budgets, and the Environment
The AI industry has a model design problem. Enterprises are starting to feel it in cost, performance, and reliability. AI can talk – but can it listen?…
The Price of Thinking: Reasoning Effort as a Model-Specific API Contract
arXiv:2608.16956v1 Announce Type: new Abstract: API buyers purchase a dated contract, not a model name alone: the contract includes the requested and…
AI News Brief Hourly Summary 2026-08-19 06h : 15 posts
15 posts published in the last hour 03:32Information-Theoretic Causal Modelling of Semiconductor Process Dynamics 03:32Take it Personally: The Limits of General SSL Representations for Real-Life PPG Emotion Detection 03:32BRA-Audit: Budgeted Runtime Auditing for LLM Multi-Agent Systems via Cumulative-Exposure Audit-Point Placement…