Eric Bigelow · "The Cognitive Revolution" · How Agents Decide: Goodfire's Eric Bigelow on Critical Tokens, Phase Shifts, & In-Context Learning
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Argues that handing an entire open-ended project to agents without supervision leads to incoherent theories
“It gave me a pretty decent project plan. It drafted the new email that I needed to write. And the whole thing became maybe an hour of my work with a little bit of supervision, instead of, you know, 20 hours project planning”
“Lead Truffle… you have an AI agent that is chatting with someone… the AI underneath that, and that just wouldn’t have existed without LLMs.”
“We have projects like Agency... NCP that allow connectivity to tools, projects like A2A that allow connectivity between agents.”
“We ended up finding we had about 5,000 uncontacted leads. Our agent wiped that out in a couple of days.”
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