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Lirui Teng

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#artificial intelligence Preprint Aug 2026

GRIP: Grounded Reasoning via Information-Restricted Premises

GRIP (Grounded Reasoning via Information-Restricted Premises), which imposes capacity asymmetry: the decoder keeps full-dimensional access to the query, while retrieved evidence passes through a severe stochastic bottleneck, which forces the evidence channel to encode only the residual information unavailable from the query.

Lirui Teng · 0 citations