Mahmudur R Manna PRO
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posted an update about 6 hours ago
The World of ππ°ππΆππ² π§π΅πΆπ»π΄π, Amazon Link: https://www.amazon.com/dp/B0GX2VP8RS
The World of ππ°ππΆππ² π§π΅πΆπ»π΄π is a foundational conceptual work for the future of engineering, knowledge modelling, and agent systems. It argues that the world is not best understood through static records, documents, and workflows alone, but through Active Things: bounded realities that begin, change, relate, persist, and end.
For engineers, system designers, knowledge architects, and thinkers working on the future of agents, memory, and enterprise systems, this book offers a new lens for building more faithful, more coherent, and more durable foundations. posted an update 4 days ago
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Published: 18 Apr 2026 | Towards AI Publication | Medium
Open Link: https://medium.com/towards-artificial-intelligence/ai-state-machine-106387406c5a?sk=047b2f064c673a0095a9e8cc011b6a92
We talk a lot about governance, accuracy, and auditability in AI agents.
But I keep seeing a gap between the words and the engineering behind them.
Many agents have tools, orchestration, memory, graphs, and impressive demos. But when you ask how governance is actually enforced, the answer is often weak.
Prompt-level control is not production governance.
A production agent needs explicit state design: legal transitions, controlled progression, recovery paths, approval boundaries, and separation between memory, decision, policy, and execution.
This article explores the silent crisis unfolding in modern AI development: the urgent need to resurrect the disciplined architecture of state machines
published an article about 1 month ago
Pushing Meaning UphillOrganizations
