Andrew Turner

Co-founder at Plasma AI

[Andrew Turner @__acturner__]

@markfenner @Plasma__AI 👋

[Plasma AI @Plasma__AI]

Introducing Fractal:

An open source tool for building hierarchical agent loops.

We built Fractal to solve our hardest problems.

[Andrew Turner @__acturner__]

@svpino @Plasma__AI @svpino You have complete control over budget and (recursive) spawning abilities.

Here's a list of the configurable parameters by node:

[Andrew Turner @__acturner__]

We built fractal (https://t.co/g0delwEE6V) as a tool for creating and managing long-running swarms of agents.

Though it is one small step towards what we're building at Plasma, we have been blown away by what it's capable of. Check it out!

[Andrew Turner @__acturner__]

@nicholas_diao and I just open sourced Fractal, a tool that we use internally at @Plasma__AI.

Fractal began with the question "can agent loops effectively manage other agent loops?"

[Andrew Turner @__acturner__]

The bottleneck in AI is no longer the intelligence of the models; it is the infrastructure and governance that allows them to cooperate at scale.

We've found that with the right tools and coordination framework, agents can now solve much larger problems.

[Andrew Turner @__acturner__]

@mem0ai Check out our implementation. We make indexing and maintenance deterministic.
https://t.co/QY62QAI60F

[Andrew Turner @__acturner__]

@theo https://t.co/g0delwEE6V

[Andrew Turner @__acturner__]

@theo Why not both? We just open-sourced a tool for orchestrating hierarchical agent loops that allow you to fit each (sub)task to the right agent

[Andrew Turner @__acturner__]

New SOTA benchmark

[Andrew Turner @__acturner__]

@adelbucetta @frontrunvc @Plasma__AI @karpathy That said, it's just one small part of the arsenal that my co-founder @nicholas_diao and I are building with our awesome team at @Plasma__AI. More to come soon.

[Andrew Turner @__acturner__]

@adelbucetta @frontrunvc @Plasma__AI @karpathy We've found our wiki tool to be an effective solution for managing agent memory in a way that can be explored and understood by humans.

[Andrew Turner @__acturner__]

@adelbucetta @frontrunvc @Plasma__AI @karpathy This includes automatic indexing, linting (e.g. detecting stale links), and other error-prone actions typically handed off to agents. When using our CLI, agents can spend tokens on content rather than maintenance.

[Andrew Turner @__acturner__]

@adelbucetta @frontrunvc @Plasma__AI @karpathy This tool was actually built to solve the exact problem that you mention – our deterministic CLI enforces an opinionated wiki structure so that any agent (or human) can easily explore, search, and maintain knowledge bases.

[Andrew Turner @__acturner__]

@0xMoysei https://t.co/QY62QAHyb7

[Andrew Turner @__acturner__]

@karpathy https://t.co/QY62QAHyb7

[Andrew Turner @__acturner__]

@DataChaz @karpathy https://t.co/QY62QAHyb7

[Andrew Turner @__acturner__]

@NousResearch @karpathy https://t.co/QY62QAHyb7

[Andrew Turner @__acturner__]

@leopardracer https://t.co/QY62QAHyb7

[Andrew Turner @__acturner__]

@karpathy https://t.co/QY62QAHyb7