Concept: Software deployment
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The Promise and Peril of On-Device AI for Conservation Work
Evaluating AI assistants for conservation field work in resource-limited environments

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Naval mine warfare in the Black Sea poses environmental and legal risks
Legal gaps in regulating naval mines and their ecological damage in the Black Sea

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CXL-SpecKV: A Disaggregated FPGA Speculative KV-Cache for Datacenter LLM Serving
Offloading memory to remote accelerators improves LLM inference speed and reduces costs

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Hybrid deep learning improved edge-cloud task scheduling in simulation
Smart task scheduling for edge-cloud systems using deep learning

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Chemically inflated airbag reduced UAV impact force
Airbag system activates during free-fall to reduce collision damage.

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P2P: From Prompt to Prototype – Functional UI Design with LLMs and MCP
Bridging the gap between UI design concepts and working interfaces using AI

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Smarter Together: Enhancing Human-AI Collaborative Grading With Teacher-Cognition Multi-Agent LLM Framework
AI framework that mimics teacher reasoning to improve accuracy and transparency in automated grading

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AI changes enterprise risk management while adding new governance risks
How machine learning transforms risk detection and decision-making across industries

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Mixed fossil mitigation and CDR best matched climate and economic goals
Comparing costs and economic impacts of different pathways to meet global climate pledges



