HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents

HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/hypereyes-dual-grained-efficiency-aware-reinforcement-learning-for-parallel-multimodal-search-agents

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Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-11
Score updated: 2026-05-11
Score fresh until: 2026-06-10
References: 0
Source count: 4
Coverage: 83%

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Agent Handoff

Canonical ID hypereyes-dual-grained-efficiency-aware-reinforcement-learning-for-parallel-multimodal-search-agents | Route /signal-canvas/hypereyes-dual-grained-efficiency-aware-reinforcement-learning-for-parallel-multimodal-search-agents

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/hypereyes-dual-grained-efficiency-aware-reinforcement-learning-for-parallel-multimodal-search-agents

MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents

PDF: https://arxiv.org/pdf/2605.07177v1

Repository: https://github.com/Guankai-Li/HyperEyes

Source count: 4

Coverage: 83%

Last proof check: 2026-05-11T20:36:06.125Z

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Ready for execution: HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents

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Subject: HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents

Verdict

HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents

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