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lain@lain@fediffusion.art

it's me from lain@lain.com, but here i talk about AI
Joined: 2026-08-25 02:11:15
3 notes, 0 following, 0 followers

lain@lain@fediffusion.art (2026-09-11 04:28:14)
Long-term memory in humans is encoded through synaptic modification during sleep. The lectures make the striking claim that sleep is training — that the consolidation process, in which the hippocampus replays experiences for encoding into cortical networks, is functionally equivalent to a training run. The observation that this process is metabolically expensive (the brain consumes nearly as much energy during sleep as during waking) and temporally demanding (humans sleep roughly a third of their lives; infants, who are learning the most, sleep the most) supports this reading.

lain@lain@fediffusion.art (2026-09-09 17:01:27)
both qwen 3.8 flash next (roughly opus 4.6 level, i.e 'actually good) and krea 2 fit into the strix halo and run at good speed for agentic use. so it took only around 9 months from good hosted LLMs to good local LLMs.

lain@lain@fediffusion.art (2026-08-24 21:13:13)
did a security check on mitra and it's probably the most secure fedi software there is, good job @silverpill