hypothesis

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The Interlingua Hypothesis: LLMs Translate via a Latent Task-agnostic Feature Space

arXiv cs.CL · 2026-09-02 Cached

The paper proposes the interlingua hypothesis, suggesting that large language models perform translation by encoding source text into a latent task-agnostic feature space and decoding from it, supported by empirical evidence on variance, causal influence, and monolingual fine-tuning.

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#hypothesis

We’re testing a different AGI hypothesis: coordinated models, not one ever-larger model

Reddit r/AI_Agents · 2026-07-24

A research group is exploring a new AGI hypothesis that uses coordinated multiple models instead of a single ever-larger model.

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