Have you ever had to take on a task that caused the previous developer to burn out and leave the company? Well, I happened to run into exactly that kind of task. The task of ensuring secure local storage for files that a user uploads into the application, for example while communicating with technical support in a chat. I will cover all the details and explain everything thoroughly in this article. Getting a file from the user There […]

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arXiv:2601.22344v1 Announce Type: new Abstract: The low-rank approximation properties of Randomly Pivoted LU (RPLU), a variant of Gaussian elimination where pivots are sampled proportional to the squared entries of the Schur complement, are analyzed. It is shown that the RPLU iterates converge geometrically in expectation for matrices with rapidly decaying singular values. RPLU outperforms existing low-rank approximation algorithms in two settings: first, when memory is limited, RPLU can be implemented with $mathcal{O}(k^2 + m + n)$ storage and […]

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arXiv:2601.07978v1 Announce Type: new Abstract: Distributed multi-agent systems use large language models to enable collaborative intelligence while preserving privacy, yet systematic evaluations of long-term memory under network constraints remain limited. This study presents a flexible testbed comparing mem0, a vector-based memory framework, and Graphiti, a graph-based knowledge graph, using the LOCOMO long-context benchmark. Experiments were conducted under unconstrained and constrained network conditions, measuring computational, financial, and accuracy metrics. Results indicate that mem0 significantly outperforms Graphiti in efficiency, with […]

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February 10, 2026 – OSL Group (863.HK), Asia’s leading stablecoin trading and payment platform, today announced the official launch of USDGO, a regulated, enterprise-grade U.S. dollar stablecoin. As a cornerstone of OSL Group’s global payment infrastructure, USDGO is positioned for institutional settlement and corporate payments, serving the cross-border business ecosystem of Asian enterprises. Leveraging its enterprise-level features and services, USDGO provides users with a compliant tool for liquidity management and settlement. It is dedicated to the long-term empowerment […]

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arXiv:2602.09202v1 Announce Type: new Abstract: The accelerating militarization of artificial intelligence has transformed the ethics, politics, and governance of warfare. This article interrogates how AI-driven targeting systems function as epistemic infrastructures that classify, legitimize, and execute violence, using Israel’s conduct in Gaza as a paradigmatic case. Through the lens of responsibility, the article examines three interrelated dimensions: (a) political responsibility, exploring how states exploit AI to accelerate warfare while evading accountability; (b) professional responsibility, addressing the complicity of […]

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People on the orange site are laughing at this, assuming it’s just an ad and that there’s nothing to it. Vulnerability researchers I talk to do not think this is a joke. As an erstwhile vuln researcher myself: do not bet against LLMs on this. Axios: Anthropic’s Claude Opus 4.6 uncovers 500 zero-day flaws in open-source I think vulnerability research might be THE MOST LLM-amenable software engineering problem. Pattern-driven. Huge corpus of operational public patterns. Closed loops. Forward […]

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arXiv:2601.07855v1 Announce Type: new Abstract: For 3D perception systems to be practical in real-world applications — from autonomous driving to embodied AI — models must adapt to continuously evolving object definitions and sensor domains. Yet, research on continual and transfer learning in 3D point cloud perception remains underexplored compared to 2D vision — particularly under simultaneous domain and label shifts. To address this gap, we propose the RObust Autonomous driving under Dataset shifts (ROAD) benchmark, a comprehensive evaluation […]

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