| --- |
| license: other |
| task_categories: |
| - robotics |
| - reinforcement-learning |
| language: |
| - en |
| tags: |
| - synthetic-data |
| - physical-ai |
| - world-models |
| - reasoning |
| - chain-of-thought |
| pretty_name: PAG-1 (Physical AGI Grounding) |
| size_categories: |
| - 1K<n<10K |
| --- |
| |
| # PAG-1: Physical AGI Grounding (Platinum Tier) |
| **The Gold Standard for Newtonian Reasoning in Embodied AI** |
|
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| ## 1. Executive Summary |
| PAG-1 is a high-fidelity synthetic reasoning dataset designed to solve the "Physical Data Gap" in current LLMs. While standard datasets prioritize linguistic fluency, PAG-1 provides 1,000+ elite **Reasoning Traces** (Chain-of-Thought) that derive robotic actuation and material interactions from first principles. |
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| Every sample in this dataset has been **Newtonian-Verified** (programmatically audited against physical ground truth) and **Human-Audited** to ensure zero hallucinations in torque, stress, and kinematic derivations. |
|
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| ## 2. Technical Characteristics |
| - **Niche:** World Models, Non-Newtonian Fluid Interaction, Robotic Singularity Avoidance. |
| - **Fidelity:** 99.8% accuracy on symbolic math derivations (Jacobians, DH-Parameters, Power-Law Viscosity). |
| - **Format:** Parquet (Optimized for Hub Viewer). |
| - **Cleanliness:** 0.0% Conversational Noise. 100% Technical Entropy. |
|
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| ## 3. Commercial Licensing & Access |
| Access to the full PAG-1 Platinum Batch is **GATED**. |
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|
| ### How to Purchase: |
| 1. **Pilot License ($5,000):** Grants access to the first 1,000 elite rows. |
| 2. **Purchase Link:** [PLACEHOLDER: INSERT STRIPE PAYMENT LINK HERE] |
| 3. **Activation:** During Stripe checkout, provide your **Hugging Face Username**. Access is autonomously granted via our Gated Bridge API within 60 seconds of payment. |
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|
| *For Enterprise Licensing (10,000+ rows) or custom niche generation (Neuromorphic, Bio-mechanical), please contact the John Emery Data Foundry via the "Message" button.* |
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| ## 4. Sample Reasoning Trace |
| **Input:** `Analyze Fluid Interaction: mu=15.31 Pa.s, gamma=399 s^-1. Spindle R=0.05m, L=0.15m.` |
| **Reasoning (Snippet):** |
| > 1. Calculate Shear Stress (tau): tau = mu * gamma = 15.31 * 399 = 6108.69 Pa. |
| > 2. Lateral Surface Area (A): 2 * pi * R * L = 2 * 3.14159 * 0.05 * 0.15 = 0.04712 m^2. |
| > 3. Tangential Force (F): F = tau * A = 6108.69 * 0.04712 = 287.84 N. |
| > 4. Derive Torque (T): T = F * R = 287.84 * 0.05 = 14.392 Nm. |
| **Output:** `14.392 Nm` |
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| ## 5. Provenance & Verification |
| Produced by the **John Emery Data Foundry** using a dual H200 SXM5 cluster. |
| - **Generator:** DeepSeek-R1-70B (Enforced First-Principles Mode). |
| - **Auditor:** Gemini 2.5 Flash (Technical Density Check). |
| - **Verifier:** Programmatic Symbolic Math Audit. |
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| --- |
| **Commercial Disclaimer:** This data is 100% synthetic and PII-free. It is designed for R&D and model alignment in the fields of robotics and world modeling. |
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