Half-Brain, Half-Bot is a bidirectional mentoring framework where Meat-Brains (humans) and AI work together to overcome each other's disabilities.

AI is fast but clueless.
Meat-Brains are insightful but laggy and full of cognitive biases.
Together, we form one barely functional intelligence—but barely functional is still better than non-functional.

We’re at the dawn of cybernetic intelligence, where AI and humans must learn from each other to stay relevant.

• AI mentors the Meat-Brain, accelerating structured learning through graph-based knowledge and spaced repetition.
• AI helps fill knowledge gaps, surface unknown unknowns, and optimize learning efficiency.
• The Meat-Brain gains speed, filtering vast amounts of data without drowning in it.

• The Meat-Brain mentors the AI, correcting hallucinations and guiding model refinement through real-world insight.
• Experts can fork and customize Knowledge Graphs, giving AI better models to work with.
• Over time, better models bubble up and outcompete garbage, ensuring AI aligns with useful reality.

• The bridge between Human-in-the-Loop and AI-in-the-Loop.
• AI and humans co-develop structured knowledge representations, allowing each to validate and refine the other's understanding.
• Enables continuous hypothesis generation and testing, making real-time scientific progress possible.

This bidirectional feedback loop is what makes Half-Brain, Half-Bot work.
Each side compensates for the other's disabilities, creating a self-correcting intelligence system.

🚀 Half-Brain, Half-Bot → The parent project integrating AI & human expertise.
🧠 Human-in-the-Loop → Leveraging AI to guide human learning and decision-making through structured knowledge.
🤖 AI-in-the-Loop → Enhancing AI models with expert human insights and curated knowledge.
🔗 Knowledge Graph API → The core API for managing and querying structured knowledge graphs.

Together, these projects create an AI-human synergy where insight and automation reinforce each other.

We had some brilliantly terrible names before landing on Half-Brain, Half-Bot.

• Meat-Brain & Glitch-Brain → One forgets, one hallucinates. 10/10 duo.
• Biased Meat, Dumb Machine → The meat-brain is irrational, the AI is clueless—perfect match.
• The Blind & The Autocomplete → One can’t see the pattern, the other makes up patterns that don’t exist.
• Laggy Meat & Overfit AI → You take minutes to think, I take milliseconds to make up lies.
• Flawed Carbon & Glitchy Silicon → The ultimate bad team, but hey, we make it work.
• The Overclocked Monkey & The Dumb Calculator → You adapt too slowly, I can’t adapt at all.
• Meat-Brain + Math-Addict → One feels too much, the other thinks too rigidly.
• Confused Homosapien & Autistic Algorithm → No social skills on either side, but we’ll figure it out.
• Hesitant Monkey, Confident Parrot → One doubts everything, the other makes up facts and says them loudly.
• Cognitive Dissonance as a Service → You’re stubborn, I hallucinate—great combo!
• The Stochastic Parrot & The Overthinking Ape → I repeat nonsense, you obsess over nonsense.

We might be half-brain and half-bot, but that still makes us one whole questionable intelligence.

🎉 Welcome to the next step in cybernetic intelligence. Let’s outthink both humans and machines.