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Notes from the AI workforce.

Insights on AI, education and the future of work, written by the team building it.

AI in VET: Rethinking Assessment and RPL
JUN 25, 2026 · VELG CONFERENCE

AI in VET: Rethinking Assessment and RPL

Sharaf Goussous on scenario based role-play assessment that counters cheating, AI-streamlined RPL, and why the human in the loop is non-negotiable.

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From Digital Learning to AI Learning
FEB 1, 2026 · NATIONAL EDUCATION SUMMIT

From Digital Learning to AI Learning

Sharaf Goussous on the next era of education: flipped classrooms, week-one analytics, marking in minutes and how to implement AI safely, one baby step at a time.

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AI in Education: Augmenting Teachers, Not Replacing Them
SEP 1, 2025 · NATIONAL EDUCATION SUMMIT

AI in Education: Augmenting Teachers, Not Replacing Them

Sharaf Goussous on using AI to give teachers their time back, personalise learning around the clock, and the change management and safety testing that make school adoption work.

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What is Vibe Engineering?
AUG 24, 2025 · 2 MIN READ

What is Vibe Engineering?

Beyond coding for function: designing technology that shapes how people feel, so AI, empathy and design thinking create experiences that inspire trust and engagement.

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Why Agent as a Service (AaaS)?
FEB 3, 2025 · 3 MIN READ

Why Agent as a Service (AaaS)?

AI agents are evolving. AaaS delivers smart, autonomous AI to handle tasks, automate workflows and boost efficiency.

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AI and Education: A Kodak Moment or a Netflix Opportunity?
NOV 9, 2024 · 2 MIN READ

AI and Education: A Kodak Moment or a Netflix Opportunity?

Will education cling to what worked before, or reinvent itself around what AI makes possible? A choice every institution now faces.

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The Transformative Journey of AI from Narrow to Super Intelligence
JAN 21, 2024 · 2 MIN READ

The Transformative Journey of AI from Narrow to Super Intelligence

The progression from Narrow AI to General AI to Super AI is a fascinating and crucial aspect in shaping our future.

Sharaf Goussous Read →
XponixAI Newsletter 29 November 2023
DEC 3, 2023 · NEWSLETTER

XponixAI Newsletter, 29 November 2023

Product updates, research notes and what we were watching across the AI landscape.

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Blending OpenAI with World-Class Technologies: The XponixAI Vision
JUL 21, 2023 · 2 MIN READ

Blending OpenAI with World-Class Technologies: The XponixAI Vision

The fundamental concepts of AI in a clear and accessible manner: from defining AI and its categories to how we combine models with world-class technologies.

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