Latent Space
8/10 signal
Autoresearch: The feedback loop behind self-improving agents
agenticevalmulti-agent
What happened
Explores the concept of 'autoresearch' via Introspection's CEO, focusing on building 'outer loops' where agents help maintain and improve primary systems using feedback signals, evals, and human inputs. It highlights the shift from static agent harnesses to dynamic feedback loops and mentions the open-source Pi framework.
Why it matters
It introduces a concrete framework and philosophy for building self-improving agentic systems.
The take
Moving from static agent harnesses to dynamic, self-improving feedback loops is the next frontier of agent reliability. The open-source Pi framework is a concrete tool worth watching in this space.
Do this
Check out the open-source Pi framework and research how to implement feedback loops for agent self-improvement in your own stack.
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