some good discussions and experiments around stateful agents in the replies, but seems like we’re not quite there yet, as in we’re starting to track memory and traces, but not quite agent capability as part of that state
@yoheinakajima
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Representing AI agents as state for improved persistence
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maybe you can’t just tack statefulness onto an agent, you have to figure out how to represent the agent as a state
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Technical challenges in stateful AI agents and memory management
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yeah they do cool stuff around memory. starting to think stateful goes beyond that to tracking changes in the agents capability, etc which I’m not sure if many memory tools do
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Architectural challenges in building AI agent loops
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agree. kinda feels like we’re tacking on memory, tools, traces, logs into agent loops but there should be an elegant way to combine them, also relying on crons or heartbeat loops also feels hack
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Complexity of state tracking in AI agents
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one thing that makes agents more complex is that they generally add capability over time which should also be tracked as part of the state
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Seeking elegant primitives for implementing stateful AI agents
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stateful agents, decision traces, context graphs… talked about a lot, but has anyone seen an elegant primitive around how to actually implement?
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User experience comparing Claude and ChatGPT workflows
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I’m increasingly using Claude (prob 50/50 now) but ChatGPT still knows me better as I’ve been using it for longer. I did try the move over info prompt which helped but not quite there yet.
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Email-based mission control prototype demo
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okay this email based mission control i prototypes last night is pretty cool: > starts with email
> grab and summarize content about participants from crm/notes
> auto bucket emails into workstreams using context about participants
> auto bucket emails into specific project -
AGI: Anticipation or Anger Depending on the Language
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In this embedding analysis, compared to other futuristic technology terms, AGI is more strongly associated with anticipation than fear, particularly in English, Japanese, Chinese, and Italian. It also exhibits stronger negative connotations in several European languages, such as anger in Spanish and Italian.
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Comparaison des émotions liées aux tech futuristes en 12 langues
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now i compared similarity of 12 futuristic tech terms with 12 emotions across 12 languages and then normalized them you can see charts like how does "AGI" feel across languages* *this is in relation to the other 11 terms