AWS explains how to shrink the running cost of your customer-facing AI assistants
Why it mattersIf your AI assistant makes several frontier-model calls per task, per-task cost grows with every customer, so distillation is worth testing.
Why it mattersIf your AI assistant makes several frontier-model calls per task, per-task cost grows with every customer, so distillation is worth testing.
Why it mattersTeams training their own Qwen3 versions can now do it on AWS Trainium with standard PyTorch tooling, not only on Nvidia hardware.
Why it mattersAWS says small models prompted alone rarely search reliably over multiple steps; training on your own tools is the fix.