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AI · alternatives · 2026

24 alternatives to Shoggoth Mini – A soft tentacle robot powered by GPT-4o and RL

Some early results and next steps in adapting DeepMind's Genie world model for creating the music player of my dreams.

Shoggoth Mini is a soft tentacle robot powered by GPT-4o and reinforcement learning. It combines flexible robotic hardware with advanced AI to enable natural language interaction and adaptive behavior. The robot is… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

  1. 1

    Built a ~9M param LLM from scratch to understand how they actually work. Vanilla transformer, 60K synthetic conversations, ~130 lines of PyTorch. Trains in 5 min on a free Colab T4. The fish thinks the meaning of life is food. Fork it and swap the personality for your own character.

    Apr 2026 · github.com · its alternatives →

  2. 2

    Announcing GPT-4.1, GPT-4.1 mini, & GPT-4.1 nano in the API

    2025 · openai.com · its alternatives →

  3. 3

    Build Powerful Voice Agents

    2025 · openai.com · its alternatives →

  4. 4

    Fast and efficient models optimized for coding and subagents

    Mar 2026 · openai.com · its alternatives →

  5. 5

    AI-powered characters to teach language conversation

    2016 · duolingo.com · its alternatives →

  6. 6

    Self-evolving AI model powering autonomous agents

    Mar 2026 · agent.minimax.io · its alternatives →

  7. 7

    A new open-source robot for your desk

    2025 · huggingface.co · its alternatives →

  8. 8

    PrismML builds 1-bit and ternary Bonsai models that pack advanced reasoning, tool use, and multimodal AI into phones, laptops, and efficient data centers.

    Mar 2026 · prismml.com · its alternatives →

  9. 9

    A "large" language model running on a microcontroller - maxbbraun/llama4micro

    2023 · github.com · its alternatives →

  10. 10
    Asimov 1▲125

    The most customizable humanoid robot you can buy

    4d ago · menlo.ai · its alternatives →

  11. 11

    A new learning experience powered by GPT-4

    2023 · blog.duolingo.com · its alternatives →

  12. 12

    Agent tooling for generative LEGO models building, built with Astra and Opus 5.5, powered by Jev - anteloc/ldraw-nova

    21d ago · github.com · its alternatives →

  13. 13

    The easiest way to do output iteration with Llama 3.1 405B

    2024 · respan.ai · its alternatives →

  14. 14

    The first GPT-based solution that uses hallucinations from LLMs for divergent thinking to generate new and novel ideas. Hallucinations are often seen as a negative thing, but what if they could be used for our advantage? dreamGPT is here to show you how. The goal of dreamGPT is to explore as many possibilities as possible, as opposed to most other GPT-based solutions which are focused on solving specific problems.

    2023 · github.com · its alternatives →

  15. 15

    A chaotic, decentralized NFT AI Prompt Strategy Game

    2024 · its alternatives →

  16. 16IB

    We wanted to do something very challenging to prove to ourselves that we can do anything we put our mind to. The reasoning for why we chose to build a toy TPU specifically is fairly simple: - Building a chip for ML workloads seemed cool - There was no well-documented open source repo for an ML accelerator that performed both inference and training None of us have real professional experience in hardware design, which, in a way, made the TPU even more appealing since we weren't able to estimate exactly how difficult it would be. As we worked on the initial stages of this project, we…

    2025 · tinytpu.com · its alternatives →

  17. 17
    Helix▲140

    Bring humanoid robots to life with language and vision

    2025 · figure.ai · its alternatives →

  18. 18

    World's first smart dancing robot speaker 🕺🤖🔊

    2018 · kickstarter.com · its alternatives →

  19. 19

    Practice a foreign language with a chatbot

    2021 · polyglotchatbot.com · its alternatives →

  20. 20
    Peeqo▲64

    The first robot to interact through GIFs

    2017 · peeqo.com · its alternatives →

  21. 21

    Sanity is the back-end built for AI content operations. Power web, mobile, and agentic applications at scale.

    2017 · sanity.io · its alternatives →

  22. 22RO

    From the post: Blossom is an open-source robot platform for human-robot interaction (HRI) research that I developed during my PhD. I’ve used Blossom for research in design, machine learning, and telepresence; others have made Blossoms for their own research purposes. I have continued working on “rebuilding” the entire platform: I redesigned the inner frame as a model kit, complete with Gunpla-inspired runners and instructions, and refactored the codebase as r0b0, a Python library for communicating between hardware peripherals and software applications. In preparation to present Blossom at…

    2024 · msgtn.xyz · its alternatives →

  23. 23

    Ready-to-use AI robot kits for real research

    2025 · trossenrobotics.com · its alternatives →

  24. 24

    Hey HN, I just published v0.1.0 of go-bt and would love some feedback from the Go veterans here. Thanks in advance!

    Apr 2026 · github.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →