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  | **CLM-R** | *(causal language modelling with reasoning) my solution to the general environment problem, a self-play setup with a generator and discriminator task, both reasoning-enabled* |
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- | **Unnamed Reservoir Navigation Engines** | *models trained for navigating arbitrary spaces by applying inputs to reservoir computers and comparing to target states* |
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- | **Unnamed Reservoir Discovery Engines** | *models trained to discover minimal complexity reservoirs with low nmse on benchmark tasks, w/ goal of discovering the most expressive pen-and-paper reservoirs for edge ML under TEMPEST threat or similar* |
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  </center>
 
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+ | **Awesomesauce** | *self-play for reasoning in reverse engineering of code as pretraining stage for one-shot symbolic regression on binary time-series data* |
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  | **CLM-R** | *(causal language modelling with reasoning) my solution to the general environment problem, a self-play setup with a generator and discriminator task, both reasoning-enabled* |
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+ | **Reservoir Navigation Engines** | *models trained for navigating arbitrary spaces by applying inputs to reservoir computers and comparing to target states* |
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+ | **Reservoir Discovery Engines** | *models trained to discover minimal complexity reservoirs with low nmse on benchmark tasks, w/ goal of discovering the most expressive pen-and-paper reservoirs for edge ML under TEMPEST threat or similar* |
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  </center>