So AIP and AAP are protocols. You can implement them in a variety of ways.
They're implemented on our infrastructure via smoltbot, which is a hosted (or self-hosted) gateway that proxies LLM calls.
For AAP it's a sidecar observer running on a schedule. Zero drag on the model performance.
For AIP, it's an inline conscience observer and a nudge-based enforcement step that monitors the agent's thinking blocks. ~1 second latency penalty - worth it when you must have trust.
For both, they use Haiku-class models for intent summarization; actual verification is via the protocols.
So AIP and AAP are protocols. You can implement them in a variety of ways.
They're implemented on our infrastructure via smoltbot, which is a hosted (or self-hosted) gateway that proxies LLM calls.
For AAP it's a sidecar observer running on a schedule. Zero drag on the model performance.
For AIP, it's an inline conscience observer and a nudge-based enforcement step that monitors the agent's thinking blocks. ~1 second latency penalty - worth it when you must have trust.
For both, they use Haiku-class models for intent summarization; actual verification is via the protocols.