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A new method called ECHO bridges RL and pre-training by using next token prediction on tool call outputs to learn from the environment beyond reward signals, combining world modeling and agentic actions.
Amazon has launched Sleep Studio for its Echo and Echo Kids speakers, offering bedtime stories, relaxing sounds, and guided meditations to help children wind down and sleep, available via an Amazon Kids Plus subscription.
Wired reviews four best Alexa speakers and smart displays for 2026, highlighting the Echo Show 11 as the top smart display and the Echo Show 8 (3rd gen) as the best affordable option, with mentions of ads and speaker quality trade-offs.
llm-echo 0.5a0 release adds a -o thinking 1 option to help test against LLM 0.32a0 and higher. This plugin provides a fake echo model for automated testing.