I gave OpenClaw ADHD.. its 2x better at thinking now

Reddit r/openclaw Papers

Summary

The author introduces a novel approach for AI agents called ADHD, using parallel divergent ideation to enable non-linear thinking inspired by ADHD minds, though with higher cost and latency, and releases it as open source.

Hi everyone, I do research in AI safety for healthcare and life sciences. And while I was using Claude Code to reason on a couple of things, I realised a pattern. Claude or any other AI agent is very linear. Theres a strong reason why - the thinking pattern of almost all LLMs from 2024 follow Chain-of-thoughts where AI is programmed to go deep unilaterally. But researchers or creativity-intensive works do not need to go unilateral but do divergent. That's the whole base of my paper - ADHD - Parallel Divergent Ideation for Coding Agents. My thesis is that if we disregard the default chain-of-thoughts and consider a tree-of-thoughts, then we can empanel divergent thinking in our models. thus, giving us the much needed scope of connecting dots from different thinking points. Its a lot inspired by how the mind of someone with ADHD works- think in a lot of directions and go deep in a few, and there, we add our our critic layer, that judged and scores all this thinking. Limitation : It shoots cost by \~5x and time to output by \~10x but enables instant novel thinking. Good for brainstorming and planning, not for coding. Give me your feedback, I am happy to learn how you find it and what's the scope to improve. Also, its completely opensource so you can just clone it or contribute to it.
Original Article

Similar Articles

I gave ai agents ADHD.. its 2x better at thinking now

Reddit r/AI_Agents

A researcher proposes a method called 'ADHD - Parallel Divergent Ideation' that uses tree-of-thoughts to give AI agents divergent thinking, inspired by ADHD, but with significant trade-offs in cost and speed. The project is open-source.

[R] I gave ADHD to Claude.. its 2x better at thinking now

Reddit r/ArtificialInteligence

A new open-source skill for coding agents that implements parallel divergent ideation—spawning isolated reasoning processes under distorted cognitive frames—to overcome premature convergence in autoregressive reasoning. The skill, available for Claude Code and other agents via npm, claims to significantly improve performance on creative and design tasks.

Nemotron Labs: What OpenClaw Agents Mean for Every Organization

NVIDIA Blog

OpenClaw, an open-source persistent AI assistant, has become the most-starred GitHub project, sparking debate over security and autonomy. NVIDIA is collaborating to enhance security and releasing NemoClaw as a secure reference implementation.