Talk Freely, Execute Strictly: Schema-Gated Agentic AI for Flexible and Reproducible Scientific Workflows | ScienceToStartup | ScienceToStartup

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References (56)

[1]

Degrees of uncertainty: conformal deep learning for non-invasive core body temperature prediction in extreme environments

2025Joel Strickland, Marco Ghisoni et al.

[2]

Foundation Models for Scientific Discovery: From Paradigm Enhancement to Paradigm Transition

2025Fan Liu, Jindong Han et al.

[3]

The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science

Founder's Pitch

"Schema-gated orchestration enables deterministic and flexible scientific workflows using LLMs by separating conversational and execution authority."

AI Agents for Scientific Workflows•Score: 7•View PDF ↗

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0-10 scale

High Potential

1/4 signals

2.5

Quick Build

3/4 signals

7.5

Series A Potential

1/4 signals

2.5

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This research addresses critical challenges in its domain, enabling more effective and intelligent applications.

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Talk Freely, Execute Strictly: Schema-Gated Agentic AI for Flexible and Reproducible Scientific Workflows

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References (56)

Founder's Pitch

"Schema-gated orchestration enables deterministic and flexible scientific workflows using LLMs by separating conversational and execution authority."

Commercial Viability Breakdown

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Why It Matters

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Disruption

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Talk Freely, Execute Strictly: Schema-Gated Agentic AI for Flexible and Reproducible Scientific Workflows

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References (56)

Founder's Pitch

"Schema-gated orchestration enables deterministic and flexible scientific workflows using LLMs by separating conversational and execution authority."

Commercial Viability Breakdown

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