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.…
Category: AI
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…