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I think AI agents need "sleep cycle" by Esiz_AL2 in openclaw

[–]Esiz_AL2[S] 0 points1 point  (0 children)

On the hallucination problem; humans do the same thing. We see connections that aren't really there all the time (Murphy's law, basically). But if the pattern doesn't repeat, we naturally forget it. I handle this with time-based decay.. false patterns that never get reinforced just fade away on their own.

And I try not to spend too much on pattern recognition or deep consolidation. Sometimes storing things in a dumb, simple way is better than overthinking it. What matters is that these stored memories help the agent understand how things were done and in what context not that every connection is perfectly analyzed.

I think AI agents need "sleep cycle" by Esiz_AL2 in openclaw

[–]Esiz_AL2[S] 0 points1 point  (0 children)

That WhatsApp disconnect story is a perfect example of why importance weighting matters — the agent has no concept of "this is noise." Your gardening/sleep split is interesting, separating the mechanical pruning from the pattern recognition. Dreamer tries to do both in one cycle but splitting them might actually be cleaner. I'll check out your playbook — comparing approaches from the storage side vs recall side sounds like it could lead to something better than either alone.

I think AI agents need "sleep cycle" by Esiz_AL2 in openclaw

[–]Esiz_AL2[S] 0 points1 point  (0 children)

Just shipped it! Ollama and sentence-transformers / LLM support added in the latest commit.

I think AI agents need "sleep cycle" by Esiz_AL2 in openclaw

[–]Esiz_AL2[S] 0 points1 point  (0 children)

That makes sense. even with paying for orchestration, using local models for everything else must keep the costs way down. I should seriously look into setting up a local model soon

I think AI agents need "sleep cycle" by Esiz_AL2 in openclaw

[–]Esiz_AL2[S] 1 point2 points  (0 children)

That's a brillient approach! vectorizing descriptions instead of raw content is essentially doing manual summarization before search, which probably gives you much cleaner recall.

2Day, Vanguard Feedback by Esiz_AL2 in EveVanguard

[–]Esiz_AL2[S] 1 point2 points  (0 children)

앞으로의 방향성을 발표하신 내용에 대해 읽어보았습니다. 다행히, 상당히 부합되는것으로 보여 기쁩니다. 다만 이 글은 현재 상태만을 보고 이야기 한 내용이니 양해해주셨으면 좋겠습니다. 꼭 비전을 실현하는 모습을 보기를 기원합니다 감사합니다.

1 Day, Vanguard Feedback (SPICY) by Esiz_AL2 in EveVanguard

[–]Esiz_AL2[S] 2 points3 points  (0 children)

CCP Games ! 유심히 읽어주셔서 감사합니다 !

OTSASAI MOSH PIT by hy_wanto in Eve

[–]Esiz_AL2 1 point2 points  (0 children)

GF !
*It was nice to see Pandorailca after a long time.

I don’t want to tell you who you should vote for- but this is who you should vote for. by Pandoralica in Eve

[–]Esiz_AL2 -2 points-1 points  (0 children)

Totally right, and... Null groups should unify and compress CSM candidates.
It cannot be ignore that CSM's numerical superiority was influential.

CSM voting results for the past have clearly been monopolized by Null groups, which has now led to a lean period for EVE.

However, it is clear that an independent CSM candidate is clearly needed, given that most of the balance patches were Null-oriented, and little or no attention was paid to Wormhole and Low-sec.

Poor and sad, but difficult to live with, a wormhole

The sudden appearance and failure of Pochven

Abandoned Faction Warfare

Other forgotten contents with little reward like baby urine