by Rob Malcolm | Aug 25, 2026 | Glossary
Human–AI Knowledge Base Development is a disciplined, iterative method for combining artificial intelligence, human experience and judgement to develop, challenge and continuously regenerate shared organisational knowledge. The method begins with honest stakeholder...
by Rob Malcolm | Aug 25, 2026 | Source Note
What it is The Human–AI Knowledge Base Development Guideline is a practical, disciplined approach to developing, testing and continuously regenerating a shared organisational knowledge base through guided collaboration between humans and AI. It begins with honest...
by Rob Malcolm | Aug 19, 2026 | Glossary
The Three Capacity Lens is an ASF sensemaking tool that groups the six capitals of Integrated Thinking into three connected forms of capacity: Adaptive Capacity (Human + Social Capital), Economic Capacity (Intellectual + Manufactured + Financial Capital), and...
by Rob Malcolm | Aug 19, 2026 | Glossary
Human Capital is the knowledge, skills, experience, judgement and capability held by people. Social Capital is the trust, relationships, communication, reciprocity and cooperation that enable those individual capabilities to connect and work collectively. Human...
by Rob Malcolm | Aug 19, 2026 | Source Note
Human Capital and Social Capital are often treated as separate organisational resources. In practice, they are inseparable whenever people need to accomplish something together. Human Capital resides in people: their knowledge, skills, experience, judgement,...