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Search papers on equipment connectivity, quality inspection, production analysis, and manufacturing work.
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T01. LLM agent orchestration and harness design
External research on how multiple language-model agents are planned, routed, and evaluated.
Show this topic only- T01-14Candidate approachSince 2025
Multi-Agent Collaboration via Evolving Orchestration
T05. Human review and approval workflows
Human-in-the-loop and approval research, including automation-induced complacency.
Show this topic only- T05-22Candidate approachSince 2025
What You Approve Is What Executes: Consent Integrity for Black-Box LLM Agents
- T05-23Candidate approachSince 2025
Oversight Has a Capacity: Calibrating Agent Guards to a Subjective, Fatiguing Human
T08. OCR, vision-language models, and industrial display reading
Research on reading meters, indicators, and shop-floor displays from images.
Show this topic only- T08-14Candidate approachSince 2025
Qwen2.5-VL Technical Report
T11. Object detection, multi-object tracking, and video understanding
Detection and tracking backbones behind camera-based safety and inspection work.
Show this topic only- T11-6.3Candidate approachSince 2025
SAM 2: Segment Anything in Images and Videos
T16. Manufacturing knowledge graphs and semantic layers
Research on giving plant data a shared meaning across systems.
Show this topic only- T16-8Candidate approachSince 2025
Intent-Driven Smart Manufacturing Integrating Knowledge Graphs and Large Language Models
T18. AI quality management, model monitoring, and audit trails
Research and standards for keeping a deployed model accountable over time.
Show this topic only- T18-11Candidate approachSince 2025
Time to Retrain? Detecting Concept Drifts in Machine Learning Systems
From research to product use
Operating capabilities, pilots, and technologies in development are identified separately.
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