Language is remarkably nuanced and adaptable. It can be literal or figurative, flowery or plain, inventive or informational. That versatility makes language one of humanity’s greatest tools — and one of computer science’s most difficult puzzles.”

That meandering quality (of conversations) can quickly stump modern conversational agents (commonly known as chatbots)”

Models trained on language can propagate that misuse — for instance, by internalizing biases, mirroring hateful speech, or replicating misleading information. And even when the language it’s trained on is carefully vetted, the model itself can still be put to ill use.”

Google - LaMDA

google ai

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“In 2016, 11. 8 million American adults believed that they had a need for mental health services during the past year that went unmet.” “Thirty-eight