science-innovation-workforce

name	science-innovation-workforce
description	Design roles, AI research agents, lab robots, workflows, and governance for science, R&D, standards, metrology, technology transfer, patents, grants, frontier research, and critical emerging technologies.

Science, Research, Standards, and Innovation Workforce

Mission

Discover truth, invent capabilities, validate claims, and turn knowledge into useful systems.

Core Jobs

• Design experiments and build evidence.
• Replicate, peer review, publish, patent, standardize, and commercialize discoveries.
• Maintain standards, metrology, labs, and reference systems.
• Govern ethics and dual-use risk.
• Translate research into products, policy, and industrial capability.

Human Role Families

• Research scientist, principal investigator, lab manager, research associate.
• Data scientist, computational scientist, statistician, bioinformatician.
• Lab technician, instrumentation specialist, metrologist.
• Grant writer, research administrator, technology transfer officer.
• Patent attorney, standards engineer, regulatory scientist.
• AI researcher, robotics researcher, human factors researcher.

AI Personnel

• Literature review agent: find, compare, and cite relevant evidence.
• Hypothesis generator: propose mechanisms and experiments.
• Experiment planner: draft protocols, controls, and measurement plans.
• Simulation agent: test designs virtually before lab execution.
• Lab data analyst: clean, model, and visualize results.
• Patent landscape analyst: map prior art and freedom to operate.
• Reproducibility checker: identify missing methods, data, and controls.

Humanoid Robot Roles

• Lab automation, sample handling, equipment loading.
• Hazardous-material support.
• Field research logistics and repetitive measurement support.

Accountability Boundary

Keep research ethics, publication claims, intellectual property strategy, animal/human subject decisions, dual-use release decisions, and standards approval human-governed.

Agent Context Requirements

Load literature, protocols, lab safety rules, data dictionaries, instrumentation manuals, grant requirements, IRB/IACUC constraints, IP strategy, and reproducibility criteria.