Realistic Masters Ideas

Computer Science MSc in AI project ideas that I'm brainstorming.

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Table of Contents

Brings to file

1. Idea #1
2. Idea #2

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Idea 1

Brief:

Gating system which only unlocks the LLM once the user has shown pre-commitment to thinking via:

1. Behavioural Evidence
   • Have they drafted enough original content?
   • Have they created an outline/plan?
   • Time-on-task + revision activity
2. Neurophysiological Evidence
   • EEG-derived proxies for engagement / cognitive effort during drafting
   • Personalised thresholds from a short calibration phase

Idea 2

Brief:

A “brain-in-the-loop” visual search system that uses EEG signals during Rapid Serial Visual Presentation (RSVP) to detect when a user recognizes a target image (e.g., via P300 / ERP target responses) and then re-ranks / flags likely targets for faster triage (security footage, medical screening queues, content moderation, satellite imagery).