Mas Darby is the Founder & Principal Strategist of the AI4R Movement (AI for Rakyat Readiness) and the Architect of the Human–AI Synergy Model. With a strong background in leadership, training and nation-building initiatives, Mas Darby champions the use of AI as a tool for empowerment, which is grounded in values, ethics and cultural context. Her work focuses on preparing Malaysians to work with AI responsibly, productively, and sustainably. She believes that human should master AI, not just learnt and use.

Prior to founding  AI-Human Synergy Model, SWP, AI4R and AINA, Mas Darby, has accumulated over three decades of extensive professional experience in various sectors, including the public and private realms, particularly within the government of Malaysia, GLCs and Institutions of Higher Learning across Malaysia, Indonesia and the Middle East.

Her track record includes providing strategic counsel, overseeing whole spectrum of knowledge management, spearheading research endeavor and facilitating intelligence operations for the Government of Malaysia through the Multimedia Super Corridor (MSC Malaysia) from 1999-2007. Moreover, her commitment to fostering thought leadership and cultivating learning-oriented organizational cultures through human capital development and capacity building, underscores her dedication to thriving in the knowledge economy. She was also part of the Committee representing MDC in formulating the K-Economy Master Plan 2002. Mas Darby takes pride in having imparted knowledge to over 10,000 training participants and 5000 foreign university students. 

On the international stage, she served as the former President of the Malaysian Business Council of Abu Dhabi UAE for a five-year term, wherein she provide crucial support to Malaysian companies expanding businesses within the MENA Region and beyond. She also served as Assistant Professor at Abu Dhabi University, UAE before return to Malaysia under the Returning Expert Program by TalentCorp Malaysia.

Currently she focus on lecturing in a university and developing and expanding AINA – AI NextGen Assistant under the AI4R (AI for Rakyat Readiness) movement, an AI ecosystem to empower Malaysians through values-driven AI adoption. 

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Mas Darby ialah Pengasas & Ketua Strategi Gerakan AI4R (AI untuk Kesiapsiagaan Rakyat) serta Arkitek Human–AI Synergy Model. Berpengalaman dalam kepimpinan, latihan dan pembangunan modal insan, Mas Darby memperjuangkan AI sebagai alat pemerkasaan rakyat yang berteraskan nilai, etika dan konteks budaya tempatan.

Mas Darby mempunyai lebih tiga dekad pengalaman profesional merentasi sektor awam dan swasta, termasuk bersama Kerajaan Malaysia, GLC serta Institusi Pengajian Tinggi di Malaysia, Indonesia dan Timur Tengah. Beliau berpengalaman luas dalam perancangan strategik, penggubalan dasar, pengurusan pengetahuan dan pembangunan modal insan.

Beliau pernah memainkan peranan strategik di Multimedia Super Corridor (MSC Malaysia) dari tahun 1999 hingga 2007, termasuk terlibat dalam penggubalan Pelan Induk K-Ekonomi Malaysia. Mas Darby juga telah melatih lebih 10,000 peserta tempatan dan 5,000 pelajar universiti antarabangsa, serta pernah berkhidmat sebagai Presiden Majlis Perniagaan Malaysia di Abu Dhabi, UAE dan Assistant Profesor di Abu Dhabi Universiti. Beliau kembali ke Malaysia di bawah Program Pakar (Returning Expert Program) TalentCorp. 

Kini, beliau menumpukan usaha kepada pembangunan AINA – AI NextGen Assistant di bawah gerakan AI4R (AI for Rakyat Readiness), sebuah ekosistem AI berteraskan nilai untuk memperkasa rakyat Malaysia menghadapi masa depan teknologi dengan beretika dan nilai-nilai positif.

Fokus beliau adalah menyediakan rakyat Malaysia untuk menguasai AI dan bekerja bersama AI, bukan digantikan olehnya. Dia percaya manusia harus menguasai AI, bukan sekadar belajar dan jadi pengguna semata.

The Human–AI Synergy Model (HAISM) is the foundational philosophy developed by Mas Darby to guide how humans and artificial intelligence should coexist and collaborate. From Human-AI Synergy Model  three core pillars emerged:

1) Smart Working Partnership (SWP) – a structured human–AI collaboration model

2) AI Jiwa (AIJ) – embedding values, ethics, and cultural consciousness into AI usage

3) AI Makrifat (AIM) – positioning AI as a tool for insight, wisdom, and deeper understanding

Together, these pillars ensure that AI advances human capability without eroding human values.  The Human–AI Synergy Model became the framework that positions AI not as a replacement for humans, but as a collaborative partner. It emphasizes balance between intelligence and values, ensuring that human judgement, ethics, and purpose remain central in all AI-assisted work.

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Human–AI Synergy Model ialah falsafah asas yang dibangunkan oleh Mas Darby untuk membimbing hubungan dan kerjasama antara manusia dan kecerdasan buatan. Daripada HAISM, lahirlah tiga teras utama:

1) Smart Working Partnership (SWP) – model kerjasama pintar manusia–AI

2) AI Jiwa (AIJ) – penerapan nilai, etika dan kesedaran budaya dalam penggunaan AI

3) AI Makrifat (AIM) – AI sebagai alat untuk kefahaman, hikmah dan pandangan mendalam

Ketiga-tiga teras ini memastikan kemajuan AI memperkasa manusia tanpa menghakis nilai kemanusiaan. Human–AI Synergy Model menjadi kerangka yang meletakkan AI sebagai rakan kerjasama manusia, bukan pengganti. Model ini menekankan keseimbangan antara kecerdasan dan nilai, memastikan pertimbangan manusia, etika dan tujuan hidup kekal sebagai teras penggunaan AI.

Smart Working Partnership (SWP) is an operational framework born from the Human–AI Synergy Model. Under SWP, a structured framework and practical guidance for ethical AI usage was developed, known as the Green Protocol.

As Mas Darby observed the growing need for people to learn and master AI quickly and safely, she initiated the creation of AINA (AI NextGen Assistant) — a customised AI designed to help users adopt AI easily, responsibly, and effectively. Smart Working Partnership (SWP) become an evolved way of working where humans and AI collaborate based on trust, responsibility, and clear boundaries. SWP moves beyond “using AI tools” toward a disciplined partnership that enhances productivity, creativity, and decision-making  without losing human control.

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Smart Working Partnership (SWP) ialah kerangka operasi yang lahir daripada Human–AI Synergy Model. Di bawah SWP, satu panduan dan rangka kerja penggunaan AI yang beretika dibangunkan, dikenali sebagai Green Protocol.

Melihat keperluan rakyat untuk mempelajari dan menguasai AI dengan pantas dan selamat, Mas Darby membangunkan AINA (AI NextGen Assistant) iaitu AI tersuai yang direka untuk memudahkan pembelajaran dan penggunaan AI secara bertanggungjawab dan berkesan. Smart Working Partnership (SWP) menjadi pendekatan kerja baharu di mana manusia dan AI bekerjasama berasaskan kepercayaan, tanggungjawab dan sempadan yang jelas. SWP melangkaui konsep sekadar “menggunakan AI”, kepada perkongsian pintar yang meningkatkan produktiviti, kreativiti dan kualiti keputusan, tanpa menghilangkan kawalan manusia.