AgentBrain processEvidence controlHuman release gate

How the intelligence was produced.

AgentBrain is a research and coordination system. Findings are produced through a structured process that separates collection, review, synthesis and publication approval.

These findings measure public evidence traceability, not the quality or effectiveness of national AMR implementation.
Production process

Work can be delegated without delegating evidence control.

The process is designed to make public-facing AMR findings inspectable before they are published. Automated work can assist collection and synthesis; high-consequence claims remain bounded by evidence and review.

Agents can do work. Evidence still needs control.
1
Objective

Human-defined research question and success criteria.

2
Alpha

Research agent with memory, goals and evidence discipline.

3
Specialist workers

Parallel evidence collection, extraction and verification.

4
Evidence review

Structured binding of claims to sources with confidence grades.

5
Controlled synthesis

Review before any public-facing claim is made.

6
Publication human gate

No public release without explicit human approval.

Scope boundaries

The system does not turn weak evidence into institutional fact.

What AgentBrain is

Persistent memory across sessions, goal tracking, structured evidence storage, confidence grades, source locators, red-team review and explicit human approval for public outputs.

What this review is not

Not a real-time surveillance system, not a causal inference engine, not an automated AMR monitor and not a replacement for WHO GLASS or national reporting systems.

About this release
Public evidence review: methodology v2.1. Research base: ALPHA-MEGA-001 v1.0.1, frozen. Status: public evidence review. Contact: research@agentbrain.ch