TTT-Discover
PulseAugur coverage of TTT-Discover — every cluster mentioning TTT-Discover across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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AI systems learn to revise scientific theories and improve discovery processes · 2 sources tracked
Researchers are developing new methods for AI-driven scientific discovery that go beyond optimizing within a fixed set of hypotheses. One approach, "Learning to Outgrow a Theory," enables discovery policies to jointly p…
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Automated discovery harnesses show generalization problem, study finds
A new research paper challenges the notion that automated discovery systems like OpenEvolve and TTT-Discover are universally superior. The study, which involved over 3.1 million LLM rollouts, found that no single harnes…
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New 'process sidecar' method allows precise memory revocation in language models
Researchers have introduced "process sidecars" as a novel method for revoking learned information from language models after safety training. This technique aims to precisely remove specific memories without negatively …