2026-10-11 16:36 UTC

continual-learning

band: warmmomentum: stable score: 0.463
temperature history

Episodes (3)

Independent evaluation will determine whether Generalist AI’s GEN-1.5 can learn useful new robotic behaviors from a single demonstration with meaningful capability or efficiency advantages over conventional adaptation methods.
expiredconvergesscott: medium
Independent review and reproduction will determine whether Thomson 1.0’s technical report and open weights provide a practical continual-learning path for updating capable sovereign models without frontier-lab resources.
expiredknownscott: low
Volotat claims mini-AGI's disk-paged, dynamically growing model trains from a batch-1 stream on an 8GB GPU while a reduced trunk learning rate sharply limits measured forgetting, potentially enabling consumer-hardware continual-learning experiments without a frozen pretrained base.
watchingnovelscott: low

Trajectory notes