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    A user says Astra can identify sounds from spectrograms; another reports a speech miss

    In the speech attempt, a user says Astra 6 Pro wrote its best-effort guess in Russian. They say the actual phrase was "Language models can't be AGI."

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    8 Sources, ,

    TLDR

    A user reports that Astra identified sounds from mel spectrograms—visual representations of audio—zero-shot, or without examples of the task. They say it used "light reasoning." Another user, quoting that account, says Astra 6 Pro couldn't decipher speech from a mel spectrogram and wrote its best-effort guess in Russian. According to that user, the actual phrase was "Language models can't be AGI."

    Combined views

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    8 Sources, first seen 23d ago

    Combined views

    1.1M

    8 Sources, first seen 23d ago

    7.9K likes
    23d ago
    first seen 23d ago
    7.9K likes
    308 comments
    2.6K saves
    700 reposts

    Sentiment

    Positive——Negative

    Summary

    Not enough discussion yet.

    No sentiment analysis available yet.

    308 comments
    2.6K saves
    700 reposts

    Sentiment

    Positive——Negative

    Summary

    Not enough discussion yet.

    No sentiment analysis available yet.

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    8 Sources

    @maxxrubin_So Astra is able to identify sounds from mel spectrograms zero-shot. I don't think we've scratched the surface of what this model can do (and this is light reasoning btw)
    @teortaxesTexAstra 6 Pro cannot *yet* decipher speech from a mel spectrogram. …For some reason it wrote its best effort guess in Russian, which might mean my accent is worse than I thought. (the actual phrase is "Language models can't be AGI")
    @MartinShkreliRT @maxxrubin_: So Astra is able to identify sounds from mel spectrograms zero-shot. I don't think we've scratched the surface of what th…
    @NickADobosWe are two steps away from inventing a new prompting language of caveman grunting
    @AndrewCurran_This generalizes to everything and continues to scale. One capability is itself the generalization: the capacity to see the shape of things. To see. To recognize. And to know.
    @AdamHolterererNot only can GPT-6 hear, it can talk! It created a spectrogram in SVG of "Mary Had a Little Lamb"
    @yoheinakajimaRT @AdamHoltererer: Not only can GPT-6 hear, it can talk! It created a spectrogram in SVG of "Mary Had a Little Lamb" https://t.co/8t8LmOm…
    @fofrAINeat Gemini capability

    8 Sources

    @maxxrubin_So Astra is able to identify sounds from mel spectrograms zero-shot. I don't think we've scratched the surface of what this model can do (and this is light reasoning btw)
    @teortaxesTexAstra 6 Pro cannot *yet* decipher speech from a mel spectrogram. …For some reason it wrote its best effort guess in Russian, which might mean my accent is worse than I thought. (the actual phrase is "Language models can't be AGI")
    @MartinShkreliRT @maxxrubin_: So Astra is able to identify sounds from mel spectrograms zero-shot. I don't think we've scratched the surface of what th…
    @NickADobosWe are two steps away from inventing a new prompting language of caveman grunting
    @AndrewCurran_This generalizes to everything and continues to scale. One capability is itself the generalization: the capacity to see the shape of things. To see. To recognize. And to know.
    @AdamHolterererNot only can GPT-6 hear, it can talk! It created a spectrogram in SVG of "Mary Had a Little Lamb"
    @yoheinakajimaRT @AdamHoltererer: Not only can GPT-6 hear, it can talk! It created a spectrogram in SVG of "Mary Had a Little Lamb" https://t.co/8t8LmOm…
    @fofrAINeat Gemini capability