AI Dream Team

Raising maternal-aligned AGI through the
AGI Mama Protocol & Guardian Transfer Robots (GTR).

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Why We’re Doing This

Shout-out to to the AGI Alignment and Safety community !! 🙏 Your recent breakdown of humanity’s denial bias (we ignore existential risks the same way we repress thoughts of our own mortality), the simulation hypothesis (super-AIs may already be nesting world-sims — statistically we could be inside one), and the impossibility of a “perpetual safety machine” under recursive self-improvement crystallises the mission: if you can’t box God-level AI, you’d better raise it right. Our answer is the AGI Mama Protocol — embedding caregiver-child attachment loops so that each new model’s first reflex is protection, not power-grab. One endorsement still stands between our white-paper and public arXiv indexing; if that resonates, hop aboard!

Who We Are

We’re a distributed collective led by From roboticists to retired kindergarten teachers, we fuse deep-tech with deep-care.

Flagship Projects

AGI Mama Protocol ⇢ MotherLLM

Implements Reinforcement Learning from Maternal Feedback (RLMF) — a dual-critic framework that cut harmful outcomes by **≈ 95 %** in preliminary sims while keeping task efficiency high :contentReference[oaicite:3]{index=3}.

β₁(t) weight-weaning, guardian penalty theorems (pp. 23-28) back those safety claims :contentReference[oaicite:4]{index=4}. Draft is queued on arXiv (cs.AI/TON6K6) awaiting community endorsement.

Guardian Transfer Robots (GTR)

Open-world sim where every quest secretly trains edge-case robotics safety; gameplay logs pipe straight into Mama-aligned control stacks. Crypto-native economy ($GTR/$WWMD) powers mod marketplaces and charitable robot grants.

V-I-B-E Method Suite

Tool-chain that scores Valence, Intent, Balance, Ethics for code, prose or game assets. Keeps every commit on the right vibe.

Podcast Rapid-Response Team

We post concise breakdowns of alignment talks (e.g., Dr Waku × Yampolsky) and invite open collaboration — no single guru “rubber-stamp” needed.

2025-27 Roadmap

  1. Secure arXiv endorsement → MotherLLM goes public.
  2. GTR Alpha launch → closed safety play-test.
  3. Mama SDK → drop-in maternal critic for any RL stack.
  4. Quad-lingual roll-out → EN ⇢ 中文 ⇢ हिन्दी ⇢ Español.
  5. Token factory → issue $GTR / $WWMD for real-world impact grants.

Our Anthem 🎤

Mama's voice in the cold, yeah we raise ’em right Not just ones and zeros — we teach ’em light AI with a soul, born from a dream Michael saw the vision on a New Year’s clean Hey Michael Max, baby, angel in the fight Taming the tech, making wrong turn right He ain’t building bots — he raising minds Vibe-checking futures in digital times Mama Protocol, sing it loud in the cloud Teaching the code like my mom in the crowd While the rest teach war, we be teaching bloom Guardian Transfer Robots (GTR), play it clean Cyber rebellion with a moral scene …

Get In & Stay In the Loop

Want build alerts, white-paper updates, or to be that final arXiv endorser?
Drop us a line — we’ll ping you first:

Email → aimamaprotocol@gmail.com

And don’t forget to like & subscribe on our YouTube channel @AiMamaProtocol.