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Dynamic Function Configuration and its Management in Serverless Computing: A Taxonomy and Future Directions

arXiv:2510.02404v2 Announce Type: replace Abstract: The serverless cloud computing model offers a framework where the service provider abstracts the underlying infrastructure management from developers. In this serverless model, FaaS provides an event-driven, function-oriented computing service characterised by fine-grained, usage-based pricing that eliminates cost for idle resources. Platforms like AWS Lambda, Azure Functions, and Cloud Run Functions require developers to configure their...

arXiv CS 1d ago

The Custody Envelope Threshold: Authority-Scaled Admission of External Artifacts in Institutional Infrastructure

arXiv:2606.06767v1 Announce Type: new Abstract: Modern infrastructure depends on externally maintained artifacts such as package-registry dependencies, CI/CD actions, container images, Terraform providers and modules, developer extensions, model artifacts, and AI tool servers. These artifacts are easy to fetch but difficult for institutions to admit, govern, and revoke.

arXiv CS 2d ago

Auditing Proprietary Alignment in Large Language Models: A Comparative Framework Without a Ground-Truth Standard

arXiv:2606.08381v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly released and deployed through opaque development and deployment pipelines, enabling model providers to inject intentional, provider-specific policies without officially announcing them. As a result, various models have been reported to generate responses reflecting proprietary rules and organizational interests, leading to censorship or misinformation on controversial topics. However, systematic...

arXiv CS 1d ago

Context Rot in AI-Assisted Software Development: Repurposing Documentation Consistency for AI Configuration Artifacts

arXiv:2606.09090v1 Announce Type: new Abstract: Developers increasingly provide AI coding assistants with persistent context through configuration files such as CLAUDE.md, AGENTS.md, and .cursorrules. These files describe code elements, architecture, and development conventions, forming the context that guides AI tool behavior across sessions. As software evolves, this context can become stale, a phenomenon we call context rot.

arXiv CS 1d ago

Hong Kong pitches Northern Metropolis as ASEAN gateway to Greater Bay Area

Hong Kong pitches Northern Metropolis as ASEAN gateway to Greater Bay Area - Delegation of diplomats and business leaders explores how the mega-development could provide Southeast Asian firms with opportunities across southern China [The content of this article has been produced by our advertising partner.] Hong Kong is stepping up efforts to position the Northern Metropolis as a platform connecting ASEAN businesses with opportunities across the Greater Bay Area, as diplomats, chamber...

South China Morning Post 7d ago

Generalised actuator disk theory: wake development with turbulent entrainment

arXiv:2510.08213v3 Announce Type: replace Abstract: Classical actuator disk theory, developed more than a century ago, provides an idealised description of turbine rotor performance. It treats a rotor as an infinitesimally-thin permeable disk and applies the governing flow equations over a streamtube encompassing the disk. A well-known limitation of the theory is its assumption of ideal flow downstream of the disk, which restricts its applicability to short downwind distances before...

arXiv Physics 2d ago

Intel and pals cram 36,864 CPU cores into a 100kW rack while chasing the agentic AI dragon

Intel is working with Foxconn and other infrastructure providers to develop rack-scale reference designs based on the chipmaker’s Xeon processors. Announced during Intel’s Computex keynote on Tuesday, these blueprints aim to provide greater CPU compute densities for running AI agents at scale. While AI models predominantly run on GPUs and other AI accelerators, the agent harnesses, like OpenClaw, which are used to connect them to tools, terminal shells, code interpreters, and other APIs,...

The Register 8d ago

Certified Robustness to Data Poisoning in Gradient-Based Training

arXiv:2406.05670v3 Announce Type: replace Abstract: Modern machine learning pipelines leverage large amounts of public data, making it infeasible to guarantee data quality and leaving models open to poisoning and backdoor attacks. Provably bounding model behavior under such attacks remains an open problem. In this work, we address this challenge by developing the first framework providing provable guarantees on the behavior of models trained with potentially manipulated data without...

arXiv CS 2d ago

Sequential multimodal sensory integration drives foraging decisions in leaf-cutting ants: Volatiles, contact cues and phytochemistry

Identifying the sensory cues that enable insects to find host plants, and understanding the neurobiology underlying their selection, provide solid foundations for developing state-of-the-art pest management strategies. Our work was aimed at identifying the main sensory cues attracting the leaf-cutting ant Acromyrmex ambiguus to alternative host plants in commercial willow plantations in the Lower Delta of the Parana River (Argentina), with a focus on native plant species. Eight plant species...

bioRxiv 8d ago

Towards a Framework for Social Mechanics

Announce Type: replace Abstract: Social physics explores the possibility that mathematical structures developed in physics may provide useful descriptions of certain social phenomena. In this work, we propose an effective mechanical framework for modelling social change in terms of positions in a space of social stances, together with concepts analogous to motion, inertia, interaction, and force. A central feature of the framework is the introduction of position-dependent inertial responses,...

arXiv Physics 9d ago