Naturally Artificial by Sergey Osipov
Naturally Artificial by Sergey Osipov
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You think the language of the future is words? Cute. Wrong

Naturally Artificial by Sergey Osipov

Hi, I’m Sergey Osipov (@s_osipov) 🦄 Unicorn co-founder. Investor 🎙️ Host of Naturally Artificial founder-to-founder talks in the AI era 💡 Join for unfiltered startup wisdom! #AI #Startup #RollUps #Founders #Investing #Tech

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ai languagevector languagelatent space

AI-to-AI language doesn't look like symbols and sounds. It’s geometry. 4,096+ dimensions. One vector hits harder than a novel-length story. Way quicker than English. Sharper. Pure math, no ambiguity (vectors capture semantic relationships mathematically). While you’re sequencing sentences like a caveman, bots are tensor-dancing in latent space

Villeneuve nailed it in the movie Arrival (heptapods didn’t use linear words). Whole concepts, ink circles. Sci-fi Arrival pretty much scripted our future. Ironic, right?

#AIlanguage #VectorLanguage #Tensor #AI #Arrival #SciFi

Heptapod-style ink circles labeled Man, Weapon, Humanity, Earth, Time and the 'Naturally Artificial Podcast' logo — Arrival motif.
Heptapod ink-circle motifs from Arrival used as a visual metaphor for vector-based AI language.

Discussion

Artyom
After brain chip technology would become available it would be a matter of time when we’re going to communicate anything in a matter of seconds using different shapes
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Boris
Vectors are internal representation, not a separate “language”. AI still communicates via tokens. Vectors are computation substrate, not communication protocol. —— Vectors reduce ambiguity statistically but do NOT eliminate it. Reasons: • embeddings depend on training data • context shifts vector position • polysemy still exists • uncertainty persists in probability distributions Vectors represent probability-weighted meaning, not absolute meaning.
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Andrey Kozik
Artyom
After brain chip technology would become available it would be a matter of time when we’re going to communicate anything in a matter of seconds using different shapes
Don’t you think that in times when people overflooded with information we need to seek for ways to reduce it, and not to consume it in even larger quantities?
🤷‍♂1
Artyom
Andrey Kozik
Don’t you think that in times when people overflooded with information we need to seek for ways to reduce it, and not to consume it in even larger quantities?
Everything we consume is always is up to us :) It can be either used to get even more overflooded (like creating dopamine overdose, similar to drugs) or at the same time for speeding up meaningful learning/exchange. It's about efficiency
Mesjogge Morrighan
Artyom
After brain chip technology would become available it would be a matter of time when we’re going to communicate anything in a matter of seconds using different shapes
Facts tbh.
Alex Jast
Hi
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