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Researchers Explore 'J-space' as Language Model Subconscious

By PulseAugur Editorial · [1 sources] ·

Researchers have explored the concept of a "J-space" within language models, which they liken to the subconscious of these AI systems. This approach, using a "Jacobian lens," allows for a deeper look into the models' internal processes, revealing thoughts that are not explicitly expressed in their final output or chain-of-thought reasoning. The method aims to uncover hidden cognitive states within the models. AI

IMPACT This research could lead to new methods for understanding and debugging complex AI models.

RANK_REASON The cluster discusses a research concept related to AI interpretability, specifically a method to probe internal model states. [lever_c_demoted from research: ic=1 ai=1.0]

Read on Mastodon — sigmoid.social →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Researchers Explore 'J-space' as Language Model Subconscious

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The cluster discusses a research concept related to AI interpretability, specifically a method to probe internal model states. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] ·

    The J-space: The subconscious of language models. I don't have room here to explain "residual stream" and "Jacobian lens" ("Jacobian" is where the "J" comes fro

    The J-space: The subconscious of language models. I don't have room here to explain "residual stream" and "Jacobian lens" ("Jacobian" is where the "J" comes from), but the idea here is Anthropic figured out a trick for peering into models and seeing thoughts that are never verbal…

    LINKS anthropic.com/…/global-workspace

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