32 resources
AI for Real-World Assets 3.0
AI applications across asset tokenisation, verification, valuation, compliance and financial infrastructure.
The Era of Agentic AI: NVIDIA OpenShell and NemoClaw
Autonomous agents, secure execution environments, OpenClaw integration and NVIDIA AI computing platforms.
Machine Learning Foundations: Neural Networks and CNNs (PowerPoint)
PowerPoint slide-show version of the foundational machine-learning lecture, with perceptron and CNN examples.
Machine Learning Foundations: Neural Networks and CNNs (PDF)
An introductory course on learning systems, perceptrons, neural networks, backpropagation and convolutional neural networks.
Large Language Models: Transformers, Attention and Fine-Tuning (PowerPoint)
PowerPoint slide-show introduction to LLM architectures, attention, model bias and fine-tuning.
Large Language Models: Transformers, Attention and Fine-Tuning (PDF)
An introduction to language models, transformer architectures, attention, bias mitigation and fine-tuning.
Hong Kong Generative AI Governance: Policy and Best Practices
Hong Kong's generative AI governance framework, international comparisons, privacy and responsible deployment.
Generative AI Demos: Dataset Retrieval and Question Generation
Demonstration references for chatbots, natural-language dataset retrieval and automatic question generation.
How Generative AI Reshaped Knowledge Management Research
Research on changes in knowledge management after ChatGPT, with implications for knowledge workers and enterprise leadership.
AI Company Business Models and Innovation Strategy
AI company positioning, hardware and software business models, commercial strategy and creative thinking.
Enterprise Agentic AI Governance: From Compliance to Trust
Governance frameworks for enterprise AI agents, including observability, controllability, robustness and legal alignment.
ChatGPT vs Humans for PIRLS Reading Assessment — Part 2
A comparative study of AI-generated and human-written multiple-choice questions, including prompting and quality assessment.
ChatGPT vs Humans for PIRLS Reading Assessment — Part 1
Reading comprehension, PIRLS assessment and gamified learning as the context for AI-generated educational questions.
AI Red Teaming: Security Testing for Hong Kong Organizations
AI security testing, adversarial attacks, commercial case studies, monitoring and safety risk management.
AI Project Management: PMI-CPMAI Framework and Delivery
A common framework for AI project stakeholders, from business suitability and data preparation to deployment and leadership.
AI++ for Hong Kong: Enterprise Knowledge Management
Enterprise knowledge management with grounded retrieval, cited answers, customer-service copilots and agentic workflows.
AI Hardware Supply and Lead Time Tracker
Live dashboard of accelerator availability, lead times and indicative pricing.
RAG Evaluation Toolkit
Command line toolkit for scoring retrieval quality, groundedness and answer faithfulness.
GPU Cluster Reference Design
Rack layout, power, cooling and fabric design for a 64-accelerator training pod.
Prompt Regression Test Suite
Catch prompt drift before release with snapshot and rubric based tests.
AI Governance Operating Model Kit
Committee charters, RACI matrices and escalation paths for an AI governance function.
EU AI Act: Obligations by Risk Tier
Board-ready deck explaining prohibited, high-risk, limited and minimal risk duties with timelines.
AI Vendor Assessment Questionnaire
120 due-diligence questions covering data handling, evaluation, security and exit.
ISO/IEC 42001 Implementation Guide
Clause-by-clause walkthrough of the AI management system standard with an audit readiness checklist.
Vector Database Comparison Workbook
Benchmarks and cost modelling across seven vector stores at three corpus sizes.
Accelerator Thermal Testing Protocol
Repeatable bench procedure for sustained-load thermal and throttling measurement.
NIST AI Risk Management Framework Playbook
Govern, Map, Measure and Manage functions translated into concrete team actions.
Local Inference Server (Desktop Build)
Single-binary server for running open-weight models on a workstation.
AI Incident Response Runbook
Playbooks for harmful output, model outage, data leakage and prompt injection events.
Model Card and System Card Template Library
Open templates for documenting model purpose, data, limits and evaluations.
Edge Accelerator Selection Guide
Choosing between NPUs, embedded GPUs and FPGA modules for on-device inference.
AI Use Case Intake and Risk Register
Spreadsheet-based register for logging, scoring and tracking AI use cases.