May, 2026: AI can never fail. It can only be failed.
Every AI failure has a human fingerprint, a wrong choice, a skipped check, speed over judgment. The School of Mathematic & Computer Science organized a workshop on GenAI & Prompt Engineering recently with our great host Dr. Farrukh Hasan Syed Assistant Professor, CS Department, and the conversation kept coming back to one thing: the technology isn't the hard part. The humans are.
Mr. Farhan Younus & Mr. Zohaib Mahtab from GoodCore Software led the workshop and covered the CRAFT Framework for prompting: hashtag#Context. hashtag#Role. hashtag#Action. hashtag#Format & hashtag#Tune. Every letter in CRAFT removes a guess the hashtag#AI would otherwise make.
They also showed the live gap between vibe-coded demos and production-grade software, because that gap is where most projects quietly die.
The workshop wrapped up with a message that stayed with the room:
The AI era doesn't need more people who can prompt. It needs people who can think, question, and take responsibility.
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