Computer vision is no longer just a model problem.
In production, the real challenge is:
• latency
• edge constraints
• auditability
• reliable inference across environments
Detection alone isn’t enough anymore.
https://t.co/nPbbPFk9by
1/ Most AI systems can tell you what a model predicted. Very few can show exactly how it arrived there.
This is a look inside Sertn’s Proof Inspector: a 3D layer for verifiable inference.
From the original frame → activations → proof artifacts → final detections.
Claude agents closing real deals + memory getting stronger→ AI is moving from tools to actors.
The moment AI starts acting, not just responding, verification stops being optional.
At Inference Labs we are building the layer that makes AI actions verifiable.