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Samyak Sanjay Sand

6 papers indexed here

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#generative ai Open access Sep 2026

PREreview of "Identifying Multiple Randomness in Random Experiments: Definition and Examples"

This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/22979669. The paper argues that some counting processes contain what it calls "multiple randomness," where the inter-event time depends on the state of the system at that event. It...

Samyak Sanjay Sand · 0 citations
#generative ai Open access Sep 2026

PREreview of "Self-Correcting Multimodal AI Agents for Reliable Autonomous Decision-Making"

This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/22967860. This paper proposes a multimodal AI agent that checks its own work before finishing a task. The idea is to check each step using different types of verification, and if so...

Samyak Sanjay Sand · 0 citations
#generative ai Open access Sep 2026

PREreview of "Self-Correcting Multimodal AI Agents for Reliable Autonomous Decision-Making"

This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/22967917. This paper proposes a multimodal AI agent that checks its own work before finishing a task. The idea is to check each step using different types of verification, and if so...

Samyak Sanjay Sand · 0 citations
#generative ai Open access Sep 2026

PREreview of "Self-Correcting Multimodal AI Agents for Reliable Autonomous Decision-Making"

This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/22967928. This paper proposes a multimodal AI agent that checks its own work before finishing a task. The idea is to check each step using different types of verification, and if so...

Samyak Sanjay Sand · 0 citations
#generative ai Open access Sep 2026

PREreview of "Self-Correcting Multimodal AI Agents for Reliable Autonomous Decision-Making"

This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/22967928. This paper proposes a multimodal AI agent that checks its own work before finishing a task. The idea is to check each step using different types of verification, and if so...

Samyak Sanjay Sand · 0 citations
#generative ai Open access Sep 2026

PREreview of "A Stability Contract for Scalable Hybrid Computing: Minimal Sufficient Control of Component-Observable Hardware"

This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/22967716. This paper studies how analog and wave-based hardware can be kept stable as the number of components increases. It argues that parallel, component-level feedback can provi...

Samyak Sanjay Sand · 0 citations

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