Logic Model

Why We Build
The Way We Do.

It is not enough to just "use" AI. To secure our future, we must transition from being passive consumers to sovereign architects of intelligence.

1

Inputs

2

Activities

3

Outcomes

4

Impact

Step 01

Foundational Assets

We start with what we have: deeptech expertise from the semiconductor industry, local philosophical frameworks (Adab & Governance), and a network of high-agency builders.

  • Alignment Research Papers
  • Prof. al-Attas' Metaphysical Frameworks
  • Talent Pool (Shafira, Danial, STEM Teachers)

The Assumption

"If we combine technical AI safety knowledge with local cultural wisdom, we can create governance models that actually stick in the ASEAN context."

Step 02

Strategic Interventions

We deploy our "3-Prong Approach" to target the critical nodes of the ecosystem. We don't just talk; we build prototypes and run drills.

Compute

Deploying offline SLMs & tracking GPUs.

Education

Cetalabs Kinder & Family Workshops.

Fusion

Digitizing Sejarah for local datasets.

The Mechanism

"By engaging students in 'Red Teaming' and families in 'Digital Guardrails', we demystify AI risks and turn anxiety into agency."

Step 03

Immediate Change

What happens after we run these programs? The ecosystem begins to shift from passive consumption to active management.

  • From Fear to Literacy: Families set their own boundaries.
  • From Cloud to Edge: Schools run AI without internet dependency.
  • From Theory to Policy: Engineers adopt safety standards.

The Metric

"Success looks like a student who knows how to 'jailbreak' an LLM to test it, and a policymaker who knows why we need a 'kill switch' for data centers."

Step 04

Sovereign Intelligence

The long-term vision. A Malaysia that is not a digital colony, but a safe harbor for aligned, human-centric intelligence.

  • National Resilience: Immunity to foreign disinformation campaigns.
  • Infrastructure Independence: Ability to run critical AI on local hardware.
  • Cultural Preservation: AI that speaks our values, not just our language.

The Vision

"We build the brakes so we can drive fast, safely. We build the engine so we decide the destination."

Scales of Change

How transformation ripples outward.

Individual

Agency & Competence

The individual moves from being a "user" to a "builder". They understand the tools they use, can detect manipulation, and have the technical skills to deploy local AI solutions.

Family & Society

Resilience & Trust

Families act as the first line of defense against digital addiction. Communities form "trust networks" to verify information, protecting the social fabric from algorithmic polarization.

Nation & World

Sovereignty & Influence

The nation secures its digital borders. We own our compute, our data, and our models. ASEAN becomes a global voice for "Safe AI," influencing international governance.

Our North Star

Vision & Mission

To build a Sovereign Intelligence Infrastructure that ensures AI serves the long-term flourishing of the ASEAN region.

We are on a mission to equip 1 million citizens with AI safety literacy and to establish Malaysia as the primary "Safe Harbor" for compute governance in Southeast Asia by 2030.

50
Schools

Running offline SLMs in labs.

10k
Families

Equipped with Safety Toolkits.

100
Engineers

Signed the 'Safety Oath'.

1
Sovereign Dataset

Digitized National History (Sejarah).

Frontiers We Are Building

Active R&D pipelines for 2026.

Active Pipeline

SLM Safety for Families

Developing "Safe-by-Design" Small Language Models (SLMs) tailored for the Asian household context. These models run locally, ensuring data privacy while providing educational support without addiction loops.

Target Funder

CoeffectiveGiving + Manifund

In Development

Sovereign Compute Modules

Designing standardized, tamper-proof hardware modules for secure AI inference. This project addresses the "Strengthening Security" mandate by creating a root of trust for critical infrastructure.

Target Funder

Institute for Progress (IFP)

In Development

Decentralized Safety Nodes

Establishing a network of "AI for Science & Safety" nodes in ASEAN. These hubs will focus on Private AI and confidential compute, allowing researchers to collaborate on safety without centralizing power.

Target Funder

Foresight Institute

Deeptech Initiative Visual