Are there any industry whitepaper libraries that focus on autonomy approaches and safety research?

Yes — there are several good whitepaper and research libraries that focus on autonomy approaches, robotics/AV/robotics safety, and safety validation research. A few useful categories:

Industry / vendor research libraries

These often include technical whitepapers, safety case writeups, validation frameworks, and autonomy architecture notes:

• Waymo Research / publications
  Strong on autonomous driving system design, simulation, safety, and validation.

• Cruise research / blog / papers
  Sometimes publishes safety-related technical content and AV system discussions.

• Aurora / Applied autonomy publications
  More focused on AV trucking, safety, and operational design domain (ODD) topics.

• Tesla AI / Autopilot / FSD presentations
  Less like a formal whitepaper library, but includes autonomy system and training content.

• NVIDIA Autonomous Vehicles / Robotics whitepapers
  Good for perception, sensor fusion, simulation, and safety-oriented compute/platform material.

• Amazon Robotics / warehouse autonomy resources
  Useful for industrial autonomy and safety in controlled environments.

• Boston Dynamics / robotics technical content
  More application-oriented, but relevant for autonomy and robot safety engineering.

Safety-focused research hubs and standards resources

These are often more valuable if you want rigorous safety methodology:

• SAE International publications
  Especially for AV safety, functional safety, and autonomy-related standards.

• IEEE Xplore
  Large collection of autonomy and safety papers; useful for formal research.

• NHTSA / DOT AV safety resources
  Good for regulatory and safety framework documents.

• UL Solutions / ISO-related safety publications
  Helpful for safety certification and risk management approaches.

• TÜV SÜD / TÜV Rheinland whitepapers
  Often publish autonomy, functional safety, and SOTIF-related material.

• ISO 26262 / ISO 21448 (SOTIF) ecosystem papers
  Not a library per se, but many whitepapers and explainers are built around these.

Robotics / autonomy research repositories

For broader autonomy approaches beyond AVs:

• Open Robotics / ROS ecosystem documentation and papers
• MIT CSAIL publications
• CMU Robotics Institute publications
• Stanford AI / robotics publications
• Berkeley AI Research / autonomous systems papers

Private “whitepaper libraries” and analyst resources

If you want curated industry-facing collections:

• Gartner / Forrester / IDC
  Good for market-oriented autonomy and safety research, less technical.

• McKinsey / BCG / Deloitte / Accenture insights
  Often cover autonomous systems strategy, deployment, and risk/safety governance.

• G2 / vendor knowledge bases
  More software-focused, but sometimes include autonomy platform materials.

Good search terms

If you’re building a library or searching for one, these terms help:

• “autonomy safety whitepaper”
• “AV safety case”
• “SOTIF whitepaper”
• “functional safety autonomous systems”
• “validation and verification autonomous driving”
• “simulation for autonomy safety”
• “operational design domain autonomy”

If you want, I can also give you:

1. a curated list of the best 10 sources for autonomy + safety whitepapers, or
2. a comparison table by focus area: AVs, robotics, functional safety, simulation, or regulation.