OpenClaw update gives Claws light, REM, and deep 'sleep' cycles to consolidate short-term memories into long-term ones.
令人惊讶的是:AI助手现在被设计有类似人类的睡眠周期,包括轻度睡眠、REM睡眠和深度睡眠,用于将短期记忆巩固为长期记忆。这一设计模仿了人类记忆形成的过程,展示了AI系统设计中越来越复杂的生物模拟元素。
OpenClaw update gives Claws light, REM, and deep 'sleep' cycles to consolidate short-term memories into long-term ones.
令人惊讶的是:AI助手现在被设计有类似人类的睡眠周期,包括轻度睡眠、REM睡眠和深度睡眠,用于将短期记忆巩固为长期记忆。这一设计模仿了人类记忆形成的过程,展示了AI系统设计中越来越复杂的生物模拟元素。
for - paper - title - Memory, Sleep, Dreams, and Consciousness: A Perspective Based on the Memory Theory of Consciousness - author - Andrew E. Budson, Ken A Paller - adjacency - memories - sleep - dreams - Memory Theory of Consciousness - MToC
summary - The authors present a theory of dreaming and sleep that I resonate with, that sleep is a time in which the brain performs unconscious processing of memories, consolidating them by taking advantage of consciousnesss down time to perform massive parallel processing to connect memories together. - dreams are seen as a small conscious byproduct of the massive parallel processing task, and their meaning may have value depending on how we interpret them.
From a memory perspective, sleep can be understood as critically important for normal memory function, given the lasting ramifications of consolidation.
for - key insight - paraphrase - adjacency - memory consolidation - sleep - massive unconscious parallel processing - From a memory perspective, - sleep can be understood as critically important for normal memory function, - given the lasting ramifications of consolidation. - Consolidation is the establishment of new connections - anchoring recent memories within relevant knowledge networks - While consolidation happens, some conscious experience (the dream) may be synthesized as the memory processing unfolds - Dreams reflect a storyline generated to make sense of a subset of activated memory fragments. - Consolidation that wires new connections happens across the entire cerebral context, without the constraints that come with conscious experience. - Unconscious processing during sleep takes advantage of massive parallel processing to connect all these thoughts together. - Dreams reflect a small portion of overnight memory consolidation work.
dream contents include some memory fragments that are reactivated in the service of consolidation, but additionally, a narrative structure is produced to provide a storyline for the experience.
for - adjacency - memory consolidation - storyline - dreams
we consider dreaming as a by-product of sleep-based consolidation
for - research claim - dreaming - byproduct of sleep-based memory consolidation - adjacency - dreaming - sleep-based consolidation
A central aspect of our position is that sleep-based consolidation occurs unconsciously and in parallel across many cortical regions simultaneously.
for - adjacency - memory consolidation - sleep
So to attract newcomers, towns have attempted a dizzying array of stunts and initiatives.
Have they considered consolidation? Abandon three or four cities to aggregate into one?
The idea is that many smaller tech companies would allow for more choice between services. This solution is flawed. For one, services like search or social media benefit from network effects. Having large datasets to train on, means search recommendations get better. Having all your friends in one place, means you don’t need five apps to contact them all. I would argue those are all things we like and might lose when Big Tech is broken up. What we want is to be able to leave Facebook and still talk to our friends, instead of having many Facebooks.
I'd be interested to better understand this concern or critique. I think the goal of smaller, interoperable services is exactly the idea of being able to communicate with our Facebook friends even if we leave Facebook. Perhaps that is an argument for combining deconsolidation with interoperability.
Fry, C. V., Cai, X., Zhang, Y., & Wagner, C. S. (2020). Consolidation in a crisis: Patterns of international collaboration in early COVID-19 research. PLOS ONE, 15(7), e0236307. https://doi.org/10.1371/journal.pone.0236307
r/BehSciMeta—Establishing an augmented online eco-system to foster the decentralized consolidation of behavioral science knowledge on COVID-19. (n.d.). Reddit. Retrieved April 16, 2020, from https://www.reddit.com/r/BehSciMeta/comments/fooqao/establishing_an_augmented_online_ecosystem_to/
Hahn, U., Lagnado, D., Lewandowsky, S., & Chater, N. (2020). Crisis knowledge management: Reconfiguring the behavioural science community for rapid responding in the Covid-19 crisis [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/hsxdk
More consolidation in the LMS market?
Moodlerooms, now owned by Blackboard Remote-Learner UK, now owned by Blackboard Netspot, now owned by Blackboard Nivel Siete, now owned by Blackboard
During MoodleMoot, the notion that one organisation could “own” different institutional members of the Moodle Association was brushed away. But it sounds like a distinct possibility. Maybe not Blackboard but, say, a publishing house or an EdTech vendor…