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

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

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

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

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

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

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

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

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












