LUMOS provides a semantic interaction layer converting accessibility metadata into machine-readable UI blueprints for grounded AI agent actions.
AutoGen: Enabling next-gen LLM applications via multi- agent conversation
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
SGDe compiles workflows into deterministic plans for SLMs using teacher critiques as gradients, achieving 99.3% accuracy on GSM-Hard with three examples under PAC bounds.
citing papers explorer
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LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents
LUMOS provides a semantic interaction layer converting accessibility metadata into machine-readable UI blueprints for grounded AI agent actions.
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Compiling Deterministic Structure into SLM Harnesses
SGDe compiles workflows into deterministic plans for SLMs using teacher critiques as gradients, achieving 99.3% accuracy on GSM-Hard with three examples under PAC bounds.