NewsHive
CONTACT USANALYST PORTAL →
aiBACKGROUND

The Accuracy-Efficiency Paradox Quantifying Net Energy Loss in on-Device Energy

BACKGROUND
1 SIGNALFIRST DETECTED 28 August 2026
Narrative synthesis pending — 1 signal collected.
How the story developed
28 Aug
Other feeds and industry voices
4 Aug
Request-Level Energy Attribution for Batched LLM Serving

arXiv:2608.00026v1 Announce Type: new Abstract: Batched LLM serving improves throughput but complicates energy accounting. GPU power telemetry is aggregate, whereas sustainability

REPORT · WHAT · ArXiv CS.AIOPEN STORY
25 May
An AI-Driven Framework for Energy-Efficient Environmental Monitoring in Smart Cities Using Edge Intelligence

arXiv:2605.22824v1 Announce Type: cross Abstract: Environmental monitoring is a crucial component of the smart city infrastructure. It enables informed decision making which

REPORT · WHERE · ArXiv CS.AIOPEN STORY
28 Apr
FETS Benchmark: Foundation Models Outperform Dataset-specific Machine Learning in Energy Time Series Forecasting

arXiv:2604.22328v1 Announce Type: cross Abstract: Driven by the transition towards a climate-neutral energy system, accurate energy time series forecasting is critical for

REPORT · WHAT · ArXiv CS.AIOPEN STORY
30 Jun
WattLayer: Get Layers Right to Estimate Inference Energy of Neural Networks

arXiv:2606.27841v1 Announce Type: cross Abstract: The widespread adoption of Artificial Intelligence (AI) has led to increasing concerns about energy consumption, yet there is a

REPORT · WHAT · ArXiv CS.AIOPEN STORY
Sources
ArXiv CS.AI

NewsHive monitors these sources continuously. All signal titles above link to the original reporting.

Intelligence by NewsHive. Need help navigating what this means for your business? Contact GeekyBee →