~/talk

When the Universe Calls

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History shows early probes ran on 512 bytes → 128 22‑bit words but modern missions dump terabytes daily: SDO hit ~5 TB/day, Gaia sends ~70 GB/day, Event Horizon Telescope recorded ~64 GB/s. Projects built: Galaxy Zoo crowdsourced millions of labels, enabling CNNs to classify SDSS and DES after image rescaling; Moon Mappers (launched 2012, PHP→Python) used volunteer crater maps to train TensorFlow models; OSIRIS‑REx maps Bennu (~500 m) with human-marked boulders because current ML still fails on varying sun angles, soils, and scales. MariaDB on AWS RDS and GPUs power the pipeline.

AI-written summary · about

  1. 0:00Start
  2. 3:51Tornados of Plasma on the Sun
  3. 4:32Gaia Spacecraft
  4. 13:32The Dark Energy Survey
  5. 14:52The Moon
  6. 16:08Apollo 14
  7. 19:02Moon Mappers
  8. 23:34Angle Matters
  9. 27:02Osiris Rex
  10. 43:40Main Goal
  11. 45:01Evolution of Lakes on Glaciers
  12. 46:29Gamification Strategies
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