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#real-time-guidance News & Analysis

2 articles tagged with #real-time-guidance. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Jun 47/10
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Plan, Watch, Recover: A Benchmark and Architectures for Proactive Procedural Assistance

Researchers introduce EgoProactive, a large-scale egocentric dataset and unified benchmark (Pro²Bench) for training AI systems to provide real-time procedural guidance while detecting and recovering from user deviations. The proposed decoupled planner-interaction architecture outperforms proprietary AI models (GPT, Claude, Gemini) on intervention quality and off-plan recovery tasks across six diverse datasets.

🧠 Claude🧠 Gemini🧠 Llama
AIBullisharXiv – CS AI · May 76/10
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Pro$^2$Assist: Continuous Step-Aware Proactive Assistance with Multimodal Egocentric Perception for Long-Horizon Procedural Tasks

Pro²Assist is a step-aware AI assistant that uses augmented reality glasses and multimodal perception to provide real-time, proactive guidance for multi-step procedural tasks. The system tracks user progress continuously and demonstrates 21% higher accuracy in action understanding and 2.29x better timing accuracy compared to existing baselines, with 90% user approval in testing.