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The geometry of Intelligence in a Large Question-Answering System

Talkat DSC Europe 2022 · 2022-11-14..11-18· [large-language-models, machine-learning]
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slides:none on file

Claims a production question‑answering engine that encodes text as 256‑dimensional vectors and ranks by angular distance and eigenvector‑based subspace projection, indexing billions of answers (claiming scale similar to Google and tens of billions possible results). Implementation uses semantic search only, a custom index served from a few commodity machines (mentions eBay boxes), offers yottaanswers.com plus an API for researchers, no ads or personalization, and licenses for commercial use.

AI-written summary · about

  1. 0:00Start
  2. 5:49Geometry of Intelligence
  3. 7:36Mathematical interpretation
  4. 9:33Quantum superposition
  5. 13:18Application of the System
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