About

Welcome to Another-AI, a showcase of the design principles and AI tools created by me, Laurence Cush. These AI tools are 'GPTs' that use OpenAI's models. However, the same principles apply to any structured prompt.

Since December 2022, I have been experimenting with AI tooling for personal use and across my work in financial services and management consultancy. Through Another-AI, I aim to explain how these tools can be used effectively and highlight their underlying design principles for anyone interested in building their own AI solutions.

I write about AI developments on my Substack account.

'GPT' Design Principles

Create 'GPTs' that:

Focus on real life & work problems
Start wide, narrow quickly
Remain user-friendly, especially for those with
- little time
- little GenAI familiarity
Implement/iterate easily
- Only use prompt engineering techniques (no 'RAG' or 'fine-tuning')
Consider current GenAI limitations
- Examples include (at the time of writing in early 2024):
  - context window limits
  - data hallucination
  - output token limits
  - 'lost in the middle'
  - message capping

Note

'GPTs' are OpenAI's branding for their feature to save structured prompts. However, the same principles can be applied to all structured prompts.
In most cases these are main principles followed.
However, there are exceptions (e.g. where principles constrain the desired outcome).
OpenAI frequently updates it's models, which underpin the GPTs on this site. Therefore some GPTs may temporarily stop working as intended until re-tested.