Unverified50% confidenceFactExact time
Clairic's "single forward pass" means that in a single call the model, through multiple output heads or structured prediction heads, simultaneously gives the values and confidence of all target fields without token-by-token iteration.
1
Sources
50%
Confidence
Long-term
Relevance
10/20/2026
First Seen
Sources
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Related Claims
UnverifiedClairic positions itself as a "System One extraction model" that returns typed values with confidence scores in a single forward pass.73% similarUnverifiedFor each token generated or processed, one forward pass must be executed, and its computational cost is roughly proportional to the number of model parameters.72% similarUnverifiedA single forward pass means the model only needs to compute the network weights in full once rather than looping autoregressively token by token, giving it a structural advantage in latency and computational resource consumption.71% similarUnverifiedLooped Language Models (LoopLMs) can deepen reasoning capability without significantly increasing parameter count by reusing the same set of shared parameters across multiple recursive computation steps.70% similarVerifiedMTP is a technique that allows the model to predict multiple subsequent tokens in a single forward pass, reducing the number of inference computation rounds.70% similar
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