Duforest AI

Air-Gapped AI: Architecting for Disconnected Environments

Dec 3, 2025 | Lab Notes

ABSTRACT –  Deploying Large Language Models (LLMs) in environments with zero internet connectivity presents unique challenges in orchestration, updates, and inference. This paper outlines our methodology for deploying “Sovereign Intelligence” within...

Empathy as an API: Designing Fyn’s Interaction Model

Dec 3, 2025 | Lab Notes

ABSTRACT –  Can an AI truly be empathetic? As OpenAI prepares to launch its next-generation “empathetic” models in late 2025 1, the healthcare industry faces a critical question: is simulated empathy enough? This paper deconstructs the “Empathy...

Context Engineering for Multi-Jurisdictional Compliance

Dec 3, 2025 | Lab Notes

ABSTRACT –  As regulatory frameworks diverge globally, static rule-based systems are failing to keep pace. This paper explores how Context Engineering allows agentic AI to dynamically adapt to local compliance requirements without the need to retrain core...
CPD Accreditation for Duforest AI & ChatGPT

CPD Accreditation for Duforest AI & ChatGPT

May 11, 2023 | ChatGPT, Education

At Duforest AI, we are dedicated to providing the highest-quality quality education in the field of AI. We are delighted to announce that Duforest AI, as an organisation, has received national recognition and accreditation as a provider of quality CPD education. We...
Startup In-A-Box

Startup In-A-Box

Apr 27, 2023 | ChatGPT, Education

In 60 seconds, Juliette proudly introduces a very special ChatGPT course designed specifically for entrepreneurs and anyone dreaming of founding a startup. The course is delivered by an entrepreneur with multiple exits behind them. Places are offered at a substantial...