Enterprises Align AI and Data Platforms to Scale AI Deployments with Accuracy, Compliance, ISG says - Business Wire
Enterprises Align AI and Data Platforms to Scale AI Deployments with Accuracy, Compliance, ISG says Business Wire
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Help Converts Newcomers, Not Veterans: Generalized Reciprocity and Platform Engagement on Stack Overflow
arXiv:2604.03209v1 Announce Type: cross Abstract: Generalized reciprocity -- the tendency to help others after receiving help oneself -- is widely theorized as a mechanism sustaining cooperation on online knowledge-sharing platforms. Yet robust empirical evidence from field settings remains surprisingly scarce. Prior studies relying on survey self-reports struggle to distinguish reciprocity from other prosocial motives, while observational designs confound reciprocity with baseline user activity, producing upward-biased estimates. We address these empirical challenges by developing a matched difference-in-differences survival analysis that leverages the temporal structure of help-seeking and help-giving on Stack Overflow. Using Cox proportional hazards models on over 21 million questions,
YouTube blokkeert Nvidia s DLSS 5-video na auteursclaim Italiaanse tv-zender
De Italiaanse tv-zender La7 claimt auteursrechten op beeldmateriaal met Nvidia s DLSS 5-technologie en laat die blokkeren. Googles videoplatform YouTube blokkeert nu videomateriaal met DLSS 5-beeld, wat ook de officiële aankondigingsvideo van Nvidia raakt.
SkillRT: Compiling Skills for Efficient Execution Everywhere
arXiv:2604.03088v1 Announce Type: new Abstract: LLM agents increasingly adopt skills as a reusable unit of composition. While skills are shared across diverse agent platforms, current systems treat them as raw context, causing the same skill to behave inconsistently for different agents. This fragility undermines skill portability and execution efficiency. To address this challenge, we analyze 118,000 skills and draw inspiration from traditional compiler design. We treat skills as code and LLMs as heterogeneous processors. To make portability actionable, we decompose a skill's requirements into a set of primitive capabilities, and measure how well each model-harness pair supports them. Based on these capability profiles, we propose SkillRT, a compilation and runtime system designed for por
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Production RAG: From Anti-Patterns to Platform Engineering
RAG is a distributed system . It becomes clear when moving beyond demos into production. It consists of independent services such as ingestion, retrieval, inference, orchestration, and observability. Each component introduces its own latency, scaling characteristics, and failure modes, making coordination, observability, and fault tolerance essential. RAG flowchart In regulated environments such as banking, these systems must also satisfy strict governance, auditability, and change-control requirements aligned with standards like SOX and PCI DSS. This article builds on existing frameworks like 12 Factor Agents (Dex Horthy)¹ and Google’s 16 Factor App² by exploring key anti-patterns and introducing the pillars required to take a typical RAG pipeline to production. I’ve included code snippet
YouTube blokkeert Nvidia s DLSS 5-video na auteursclaim Italiaanse tv-zender
De Italiaanse tv-zender La7 claimt auteursrechten op beeldmateriaal met Nvidia s DLSS 5-technologie en laat die blokkeren. Googles videoplatform YouTube blokkeert nu videomateriaal met DLSS 5-beeld, wat ook de officiële aankondigingsvideo van Nvidia raakt.
BIRA: A Spherical Bistatic Radar Reflectivity Measurement System
arXiv:2407.13749v5 Announce Type: replace Abstract: The upcoming 6G mobile communication standard will offer a revolutionary new feature: Integrated sensing and communication (ISAC) reuses mobile communication signals to realize multi-static radar for various applications including localization. Consequently, applied ISAC propagation research necessitates to evolve from classical monostatic radar cross section (RCS) measurement of static targets on to bistatic radar reflectivity characterization of dynamic objects. Here, we introduce our Bistatic Radar (BIRA) measurement facility for independent spherical positioning of two probes with sub-millimeter accuracy on a diameter of up to 7 m and with almost continuous frequency coverage from 0.7 up to 260 GHz. Currently, BIRA is the only bistati
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