Automated Research
The module within an AI system responsible for automatically searching architectures, hyperparameters, or training strategies, traditionally used in recursive self-improvement loops to enhance model capabilities.
Timeline (last 90 days)
A new method called "Weight Space Programming" enables LLMs to read and write neural network weights and cuts the Autoresearch step out of the recursive self-improvement (RSI) loop.
Weight Space Programming lets LLMs operate directly on weights, skipping the intermediate "research search" layer, so that automated research is no longer a required part of the RSI loop.
All Facts (2)
A new method called "Weight Space Programming" enables LLMs to read and write neural network weights and cuts the Autoresearch step out of the recursive self-improvement (RSI) loop.
50%UnverifiedWeight Space Programming lets LLMs operate directly on weights, skipping the intermediate "research search" layer, so that automated research is no longer a required part of the RSI loop.
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