Researchers describe a fog-computing setup that runs deep learning inference near the source of sensor data to forecast temperatures in perishable food cold chains. The work targets the latency and connectivity limits that make cloud-only inference impractical for LoRaWAN-linked monitoring of fresh produce. The paper reports on a real-world deployment and characterises its performance.
A new arXiv preprint describes a hybrid agentic AI framework aimed at supply chain analytics, targeting tasks such as database querying, KPI analysis, demand forecasting, and performance diagnosis. The authors argue that planners struggle to use these analytics effectively for decision making, and propose combining agent-based components to handle the workflow. The work appears as a new submission without peer review at this stage.
A Hacker News thread examines open-source supply chain security in the RubyGems package ecosystem and its connection to OpenAI. The discussion centers on how dependencies published to public registries can be abused and what maintainers and consumers can do to limit exposure. Details of the specific incident are limited in the report.
A new arXiv preprint describes an approach that combines statistical learning from data with robust decision-making for supply chain networks. The work targets structural uncertainty, market volatility, and operational disruptions that modern supply chains face, and aims to connect data-driven methods with practical decision support. It is an announcement of a cross-listed machine learning paper rather than a released product.
Nvidia and Palantir are teaming up to bring AI-driven control to supply chain management, using Nvidia's own logistics network as an early testing ground. The collaboration aims to show how AI can handle planning and coordination tasks across complex global supply chains.
Nvidia and Palantir announced a partnership to apply AI to supply chain management, beginning with Nvidia's own network of roughly one million parts. The collaboration aims to improve planning and logistics visibility for large-scale manufacturing operations. Palantir's software platform will work alongside Nvidia's computing infrastructure for the effort.
A new arXiv paper investigates whether overseas suppliers' exposure to buyers' AI-driven environmental governance lowers the suppliers' own environmental controversies. The work draws on organizational information processing and signaling theory to frame how buyer oversight affects supplier behavior. It sits in the cross-listed arXiv category rather than the core AI track.