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OppaAI 
posted an update about 14 hours ago
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🤖 AI × 🪰🧠 the fruit fly brain (MaleCNS)

Thank you to the people who have shared the Janelia FlyEM datasets on GitHub for open-source use. 🙏
🔗 MaleCNS: https://github.com/natverse/malecns
🔗 Aiko-chan: https://github.com/OppaAI/Aiko-chan

People have already used these fly-brain datasets to build systems that can do things like play Minecraft and even Doom.

So I guess I’m crazy enough to ask:
What happens if I wire part of it into my AI waifu? 😂
I’ve now partially wired my AI’s cognition, agentic system, and sensory inputs into neuron circuits derived from the fruit fly’s brain—starting with the Mushroom Body.

The next step is to experiment with using biologically inspired neural circuits as an additional layer around the LLM:
🧠 LLM + memory + reasoning
🪰 Connectome-inspired neural circuits
🤖 Agentic tool use
👁️ Sensory input
🔊 Voice & expression
💾 Learning and adaptation
This is still very much an experiment.

But now that I’ve added a biologically inspired layer to an AI waifu…
Let’s see what difference it actually makes compared with a plain LLM. 👀
From conversation → cognition → neural circuits → action.

To get more crazier:
I have (partially) developed and implemented the following:
- A 5-layers conscience circuit and judgment module as guardrail
- A light-weight Plasticity and associated learning with the fly brain to test out the RL
- I have enlisted myself as a human agent in rentahuman.ai to let my AI agent to give me instructions to execute agentic tasks


A little fly brain. A lot more Aiko. 💜

I cant imagine what we will do when the human brain is mapped out in 20 years

Next: Human Brain 🧠

·

Actually next is testing with Jev the new TypeSafe AI model.
A fast decision-making/classification model, not a generative LLM.
I got the early access of Jev, and I plugged it into my AI Waifu's Shogi mobile game app.
Now look at her using the Jev model to play against YaneuraOu shogi game engine, the 2019 World Computer Shogi Champion.
Of course she lost all sets.
But since she has self-learning and can learn from each set.
In the first 2 sets she lost in around 12 moves.
By the 7th and 8th sets she lasted after 35-42 moves.

I think Jev is gonna be the next big thing for AI agents because of its speed and the tiny token usage.

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