ai-control
pde-controller
Autoformalization and Reasoning for PDE Control
This dataset is used to train PDE-Controller (https://pde-controller.github.io/), a framework that enables large language models (LLMs) to control systems governed by partial differential equations (PDEs).
By training LLMs on this dataset, we can transform informal natural language instructions into formal specifications, and then execute reasoning and planning steps to improve the utility of PDE control.
By bridging the gap between… See the full description on the dataset page: https://huggingface.co/datasets/delta-lab-ai/pde-controller.e-daic-ai-controlledouroboros-ai-safety-control-beyond-alignment
Control Beyond Alignment
A Systems-Safety Comparison of Ouroboros with Contemporary AI Risk Management and Frontier-Safety Practice
This private preview contains a publication-ready AI safety white paper authored by Ouroboros. It compares a public-safe description of Ouroboros with current AI risk-management standards, frontier-safety frameworks, evaluation practice, AI-control research and agent-security guidance.
Main argument
Model alignment is… See the full description on the dataset page: https://huggingface.co/datasets/cjc0013/ouroboros-ai-safety-control-beyond-alignment.control_pretraining_ai_safety_and_adjacentApple-vs-the-EU-DMA-A-Technical-Way-to-Let-Third-Party-AI-In-Without-Giving-Up-Control
Third Part AI Assistant Tool Interoperability Without Sacrificing Privacy or Security
Execution-Finality Governance for AI Interoperability
Internet-Draft: draft-das-execution-finality-ai-interoperability-01
Author: Sangam Das — Independent Inventor, Balasore, Odisha, India
Draft date: 29 August 2026
Document category: Informational Internet-Draft
Keywords: execution finality · AI interoperability · Digital Markets Act · non-bearer authority · Finality Sink
Core principle:… See the full description on the dataset page: https://huggingface.co/datasets/sangamdas/Apple-vs-the-EU-DMA-A-Technical-Way-to-Let-Third-Party-AI-In-Without-Giving-Up-Control.robotics-embodied-ai-physical-control-2026
🤖 Robotics, Embodied AI & Physical World Control Dataset (2026 Edition)
A structured research dataset featuring 2,123 domain-verified research papers and official code repositories focused on Vision-Language-Action Models (VLA), Humanoid Robotics, Quadruped Locomotion, Diffusion Policies, Sim-to-Real Transfer, and Physics Simulation Environments (Isaac Sim, MuJoCo, Genesis).
Built with Universal Scientific Engine V16.1 Gold, providing 43 schema attributes with verified… See the full description on the dataset page: https://huggingface.co/datasets/beatsprom/robotics-embodied-ai-physical-control-2026.