The orbit is now being asked to police itself
the orbit is now being asked to police itself: a reinforcement learning policy trained with ppo dodged debris in 97.5 percent of geostationary scenarios where a rule based controller managed 20.7, uk’s project nova watches the growing wreckage, and satellites now plan maneuvers on board without waiting for ground commands. the orbit now files its own traffic report.
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The swarm is now being asked to file its own route
the swarm is now being asked to file its own route: a destination earth service pairs rnn maxent models with climate data to map breeding grounds and forecasts migrations 5 to 20 days out, and a climate driven population model couples lstm temperatures with xgboost rainfall to catch the shift from solitary to gregarious. the swarm now files its own trajectory.
read the note →The meadow is now being asked to count its own hectares
the meadow is now being asked to count its own hectares: ai produced the first high resolution map of global seagrass and found 70 percent of it off just five countries, nearly 80 percent of the loss happened outside marine protected areas, and a u net trained on drone imagery maps gulf of mannar beds at 93 percent accuracy. the meadow now files its own carbon budget.
read the note →The lake is now being asked to give warning before it bursts
the lake is now being asked to give warning before it bursts: a u net trained on sentinel 1 radar tracks high risk himalayan lakes with an iou of 0.9, a framework called safeflow scores outburst risk from ice velocity and land surface temperature, and uttarakhand is building its first glacial lake early warning system at vasundhara tal. the mountain now files its own danger list.
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