ConfluentGPT

Confluent GPT (eXPERIMENTAL)


Confluent GPT is an MKPF-trained GPT that I am currently testing as part of the Confluent ecosystem.
It is an attempt to translate how I teach speaking —
Mindset, Knowledge, Practice, and Feedback — into an AI-based practice experience.

This is not a finished product.
This is not a course.
This is an evolving experiment.

Click the button below to:

Why I am doing this

Most learners don’t fail because of lack of English knowledge.

They fail because they don’t have:
a safe place to practise
consistency in practice
feedback that doesn’t damage confidence

Teachers, classes, and courses help — but they also create dependency.

Confluent GPT is an exploration into a different question:
What if a learner could practise speaking independently, daily, without fear — using AI?

What you can use it for (right now)


You can use Confluent GPT to:
practise speaking through prompts and role-play, rephrase your thoughts more clearly, get gentle, confidence-safe feedback, & build a daily AI practice habit.

Some responses will feel powerful.
Some will feel basic.
That’s part of testing.