APT-1 (Agentic Pretrained Transformer)
APT-1 (Agentic Pretrained Transformer)Action-prediction model for enterprise CX, delivering deterministic, hallucination-free agents that verify actions and enforce policy architecturally.
Model details
APT-1 (Agentic Pretrained Transformer) is Scaled Cognition's flagship model, described as the only frontier model built exclusively for customer experience. Unlike conventional LLMs, it optimizes around action prediction rather than token or language prediction. It's trained on a fully synthetic data pipeline that pairs conversations with the actions that should follow from them — grounding that's largely missing from web-scraped text — and reinforced through agent-to-agent self-play.
The core design goal is reliability over raw capability: APT-1 enforces enterprise policies through architectural constraints rather than prompting, verifies action execution before confirming outcomes to customers.
