How evidence is produced
Red teaming, model and agent evaluation, benchmark design, and the practical limits of a test result.
Syntony Insights
Evidence, decisions, and the work between them.
Notes and research on AI evaluation, red teaming, governance, and continuous assurance. Written for people responsible for what happens after a finding.
What Syntony Insights covers
How evidence becomes action
Ownership, controls, review gates, escalation, and the decisions that determine whether a finding matters.
How confidence is maintained
Regression testing, change review, continuous evaluation, and the institutional work of keeping evidence current.
Latest entry
Current thinking
Practical writing grounded in technical evaluation evidence and the decisions it should inform.
Who Can You Trust?
It’s getting harder to know not just which AI you can trust, but whether you can trust AI at all.
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