Teaching Models to Speak without Words
Weight-bridging tech lets AI communicate without text tokens, cutting compute costs to rival frontier models.
As Ars Technica reports, a Canadian legislator read aloud what appears to be AI editing instructions — including the phrase "Here's a more natural, flowing version of that section..." — during an official parliamentary speech, inserting the AI system's meta-text directly into the formal record.
The incident captures what happens when AI-drafted content is used without careful review: the editing instruction, which would have been generated by an AI tool revising the legislator's speech, was read verbatim on the floor instead of the intended text itself.
The episode is fueling calls for transparency rules around how elected officials use AI in government communications. Ars Technica's reporting describes the output as "apparent LLM" text — the specific AI system involved has not been confirmed.
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