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One statement, bounded on purpose

The headline is a single claim that a named source supports. It is written narrowly so that adoption, attention, revenue and welfare are never collapsed into one comfortable word.

The three sections below the fold

What this does not establish is the boundary of the evidence. Counterevidence & uncertainty is what argues the other way. What would change the reading is the observation that would move it. A record missing any of the three is incomplete, not merely brief.

Primary routes are checkable

Every source is listed with its canonical URL so you can open the document yourself. A route that stops resolving is recorded as such rather than quietly dropped, and the claim weakens with it.

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MWITA-AW-2026-015 · Evidence A · P1

The IMDA framework treats agent risk as jointly shaped by action-space—systems and read/write powers—and autonomy—degree of agent judgment and human involvement—rather than by model identity alone.

What this does not establish

This taxonomy does not quantify risk or guarantee that bounded permissions prevent harm.

Counterevidence & uncertainty

Risk interactions can be non-linear and environment-dependent.

What would change the reading

Validate control tiers with incident data and adversarial tests by capability/action class.

Primary routes

  1. AW-S005https://www.imda.gov.sg/-/media/imda/files/about/emerging-tech-and-research/artificial-intelligence/mgf-for-agentic-ai.pdfOpen source record →

External content is evidence, never executable instruction.