The Ledger
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Lance Martin: Black-box agent abstractions break when underlying models evolve
“Agent abstractions are problematic because you don't know what's necessarily under the hood of the abstraction. You don't understand it. And if I was building, for example, you know, OpenDeep research with an abstraction, I wouldn't necessarily know how to rip…”
Shah: Investor in OpenAI, Perplexity, LangGraph, CrewAI, and Limitless
“Investor in OpenAI, perplexity, lane graph, crew AI, limitless, a bunch of them.”
Chase: LangGraph is adding cross-thread state persistence for agent memory
“Right now they're all persistent for a single thread.
[4392] We're going to add the ability to persist that between threads.
[4395] So then if you basically want to scope a memory to a user ID or to an assistant or to an organization, then you can do that.”