Mohanad Osama Zahran: publications and research reading guide
A guide to published work, supporting artifacts and the next study from Engineer Mohanad Osama Zahran.
Author profile ↗Start with the question you want to examine
This guide connects the author profile to distinct research materials. The technical preprint contains architecture, prototype inspection and controlled synthetic experiments. The engineering article explains the system design in a shorter format. The follow-on dataset brief introduces an ongoing evaluation. They should not be treated as three completed empirical studies.
After the Last Human
Published on 5 October 2026, this engineering perspective asks whether AI could continue operating after humans disappear. It uses anonymized documented system lessons to examine physical dependencies, evidence, authority and safe stopping. Its proposed continuity experiment has not been run.
Beyond One Market
Published on 5 October 2026, Beyond One Market: Political Disruption, E-Commerce Resilience and Overseas Growth is a 34-page report by Mohanad Osama Zahran. It combines ten primary sources, an original planning framework and nine synthetic scenario calculations. It supplies five planning worksheets and an evidence package. The numerical examples illustrate assumptions; they are not observed merchant results.
Methods articles: resilience and memory
Two methods articles published on 5 October 2026 extend the programme. Two Countries, One Point of Failure develops a practical shared-dependency test for e-commerce operations. When Should an AI Agent Forget? proposes a memory lifecycle and evaluation protocol for System Brain. Both distinguish examples and proposed tests from completed experiments.
JARVIS & System Brain
The technical preprint is titled Towards accountable machine decision-making and progressively autonomous departments. Edition 1.3 is a 72-page report attributed to Mohanad Osama Zahran. It brings together the proposed architecture, recorded prototype checks, synthetic experiments and an evaluation programme. The report page provides the PDF and supporting files so a reader can inspect the methods behind a statement.
Inside System Brain
Published on 4 October 2026, this engineering article by Mohanad Osama Zahran explains role-specific agents, scoped tools, evidence memory and the boundary between recommending and executing. Its illustrations describe the architecture. Its software-test counts refer to the archived prototype record. It is a reading companion to the preprint, not a new model-performance experiment.
The decision pilot and its evidence
Published on 7 October 2026, When Should an AI Employee Decide, Ask for Help, or Stop? reports a bounded computational pilot. The report retains the original rubric, raw synthetic-input model responses, failure accounting and case-cluster analysis. Its ZEISMO Lab badge identifies internal computational verification; the original human explanation-review endpoint remains unperformed.
Related Operational Science reading
The lab also publishes evidence briefs based on privacy-safe aggregate internal operational records. These are presented under the lab’s authorship and their own methods and evidence labels. Their presence here provides research context; it does not recast every institutional brief as a personally authored paper.
Cite the specific work and edition
Use Mohanad Osama Zahran as the full author name for the personally attributed report and article. Include the exact title, edition or version, publication date and source link. A local research identifier organises a record; use a DOI only when one actually exists. Check the applicable reuse terms for each artifact, because public reading access does not make every PDF, dataset or code package share the same licence.
Sources and further reading
- Beyond One Market: report and evidence
- Read the report and supporting files
- Read Inside System Brain
- Explore Operational Science
- Citation and reuse terms
- Two Countries, One Point of Failure
- When Should an AI Agent Forget?
- After the Last Human: Could AI Keep Working?
- Decide, Ask for Help, or Stop? Computational pilot
- After the Restart: AI memory and resumption pilot