AI news that actually matters to founders

Quick Hits

• Securing Quick access from corporate networks with AWS PrivateLink

  This article explains how to connect on-premises data sources to Amazon Quick using AWS PrivateLink to keep analytics traffic off the public internet, covering VPC endpoints, VPC connections, DNS and endpoint policies, identity federation, and compliance enforcement.

  Source: AWS Machine Learning ↗

• Tradeoff-Aware Territory Design for Enterprise Customer-to-Seller Allocation

  A decision system has been developed for enterprise go-to-market planning that allocates customers to sellers by integrating account value scoring, continuity valuation of seller-account relationships, and multi-objective optimization to balance opportunity, continuity, and operational constraints.

  Source: arXiv cs.AI ↗

• SUDO: A New Ontology for Representing Scholarly Discourse in Research Papers

  SUDO, the Scholarly Upper Discourse Ontology, defines how knowledge elements are organized and related to form a paper's research narrative, enabling a coherent, source-grounded representation of scholarly discourse across publications.

  Source: arXiv cs.CL ↗

• Review of Algorithms and Techniques for Autonomous Non-Destructive Inspection

  This paper reviews the current landscape of Non-Destructive Inspection (NDI), focusing on computational algorithms, physical techniques, industrial applications, and research objectives. It highlights the shift from manual methods to a data-centric approach called NDE 4.0, emphasizing ultrasound and visual inspection techniques and the growing use of deep learning for defect recognition, while noting challenges such as limited open-access datasets and the opaque nature of AI models.

  Source: arXiv cs.LG ↗

• Greptile enhances bug detection using GPT-6 Astra and other tools

  Greptile employs GPT-6 Astra to test user workflows, Daybreak to improve security, and Codex to minimize rework in its bug detection process.

  Source: OpenAI Blog ↗