# myAibd — AI Learning and Discovery Demo

> Synthetic AI learning and tool-discovery catalogue with local drafts. No live model calls, AI assistant or continuously verified tools catalogue.

- Canonical URL: https://khanai.co.technology/
- Methodology & Equations: https://khanai.co.technology/methodology/
- Interactive Browser Runtime: https://khanai.co.technology/run/
- Author & Root Entity: Mohammad Rezwan Khan, PhD (https://mrkhan.co.technology/#person)
- Ecosystem Directory: https://mklab.co.technology/
- Knowledge Graph JSON-LD: https://khanai.co.technology/knowledge-graph.jsonld

## Governing Mathematical Formulation & Units
- Formula: `Capability Readiness Rubric R = (Task_Fit + Verification_Ease + Privacy_Safety + Cost_Predictability) / 4`
- Units: Rubric dimensions scored on 1–5 integer scale; prompt/workflow drafts stored locally in browser JSON.

## Reproducible Worked Example
AI Workflow Evaluation Example: Evaluating a bilingual research-summarization workflow against the 4-factor verification rubric checks whether claims require primary-source citation, whether sensitive data is excluded, and how hallucination risk is mitigated—all executed locally without calling any live LLM API.

## Benchmark Table
| Component | Execution Mode | Data Source | Live AI / API Calls |
| --- | --- | --- | --- |
| Tool Discovery Catalogue | Static client-side filter | Curated synthetic/dated reference entries | Zero live API calls |
| Evaluation Rubric | Interactive 4-axis checklist | User-scored verification criteria | Deterministic browser math |
| Prompt & Note Drafts | Local workspace editor | Browser localStorage + JSON export | 100% offline / client-side |

## 5-Domain Core Authority Ecosystem
1. Hub & Authority: https://mrkhan.co.technology/ (Mohammad Rezwan Khan, PhD - BESS QA/QC & Energy R&D)
2. Interactive Course & Twin: https://khanlab.co.technology/ (Datacenter Power Systems & What-If Simulator)
3. Microgrid Research: https://mkgrid.co.technology/ (HelioForge Energy Lab - Hybrid Energy Research)
4. Synthetic Energy Trading: https://mktrade.co.business/ (ZephyrTrade - Wind-Market Synthetic Backtesting)
5. Utility & Tool Suite: https://mklab.co.technology/ (MKLab - 68 Free Browser Engineering & Planning Apps)