Degrees delivered. Outcomes assumed.
- Labs centred on basic exercises rather than contemporary build challenges
- AI exposure limited to occasional seminars or optional sessions
- Faculty development disconnected from classroom deployment
- Final-year projects begin late with limited portfolio quality
- Placement action starts near graduation with weak readiness visibility