Issue 03 · August 2026
The instruction you couldn’t see
A local document-injection experiment: what failed, what the guard changed and which weaknesses remained.
Read the research noteThe newsletter archive
Research worth
returning to.
Original lab notes and research commentary, preserved with their methods, findings and limitations.
Published editions
Issue 02 · July 2026
Test the environment your agents live in — not just the agents
Research on how deployment rules change multi-agent behavior, with practical questions for engineering teams.
Read the research noteThe July and August 2026 editions were originally published on nrlabs.ai. They are presented here under AGMIO with clarified scope and source links. Research examples are not product performance claims.
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