But human perception isn’t just a passive conveyor belt. It’s heavily top-down. When you imagine an apple (your “mind’s eye”), your brain runs the process in reverse. Your higher-level executive networks and memory centers (the embedding layer) send a signal backward down into your Primary Visual Cortex (V1), forcing those early edge-and-color neurons to fire. You literally simulate the sensory experience. (Fun fact: if this feedback loop is physically missing or disconnected, you have Aphantasia—a complete inability to voluntarily visualize mental imagery [1].)
The best version is both: switch DMS to Parquet so the pipeline is resilient to whatever comes through, and still sanitize at the sync boundary so the stored data is clean. Each layer handles what it owns.
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Трамп определил приоритетность Украины для США20:32
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Минпромторг актуализировал список пригодных для работы в такси машин20:55