YC Spring 2026 (P26) founder

Guanming Wang

Founder of General Instinct, Deployable Physical AI on Any Edge Device.

Company

Guanming Wang is listed as a founder of General Instinct. Deployable Physical AI on Any Edge Device.

Founder traction evidence

Public posts and activity attributed directly to this founder.

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    We ran a 122B LLM on 8 GB VRAM and it beats @GoogleDeepMind 's Gemma-4 Made with AI

    We ran a 122B LLM on 8 GB VRAM and it beats @GoogleDeepMind 's Gemma-4 Made with AI

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    Saturday Robotics 18

    Saturday Robotics 18

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    Will be speaking at @saturdayrobotic on 7/18 about "Is Latent All You Need for World Action Models?" We'll explore the past/future of wa...

    Will be speaking at @saturdayrobotic on 7/18 about "Is Latent All You Need for World Action Models?" We'll explore the past/future of wam, the trade-offs/gains of latent-space approaches, and where the field is heading. Join us if you are interested! https://luma.com/f74eguvr

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    Lets bring instinct to your machine. Quote Y Combinator @ycombinator · May 19 General Instinct (@gen_instinct) deploys frontier AI models onto constrained edge hardware, helping robotics and physical AI teams run low-latency models offline on devices like Jetsons, mobile NPUs, and ARM CPUs. Congrats on the launch, @BillJiao930 & @Guanming717! 0:04 / 1:29

    Lets bring instinct to your machine. Quote Y Combinator @ycombinator · May 19 General Instinct (@gen_instinct) deploys frontier AI models onto constrained edge hardware, helping robotics and physical AI teams run low-latency models offline on devices like Jetsons, mobile NPUs,...

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    We ran a 122B model on @nvidia Jetson Orin Nano with an NVMe SSD. We're getting closer to a world where everyone can run frontier AI models on their own hardware now.

    We ran a 122B model on @nvidia Jetson Orin Nano with an NVMe SSD. We're getting closer to a world where everyone can run frontier AI models on their own hardware now.

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    hf: General-Instinct/InstinctRazor-Qwen3.5-122B-A10B-GGUF · Hugging Face From huggingface.co

    hf: General-Instinct/InstinctRazor-Qwen3.5-122B-A10B-GGUF · Hugging Face From huggingface.co

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    Late @ycombinator announcement post! We’re building General Instinct. Our bet: the next bottleneck in physical AI is deployment, not model demos. We help teams run large AI models locally on robots, drones, Jetsons, mobile NPUs, ARM CPUs etc. in a extremely low latency. If Show more

    Late @ycombinator announcement post! We’re building General Instinct. Our bet: the next bottleneck in physical AI is deployment, not model demos. We help teams run large AI models locally on robots, drones, Jetsons, mobile NPUs, ARM CPUs etc. in a extremely low latency. If Show...

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    Replying to @Guanming717 and @GoogleDeepMind blog: https:// general-instinct.com/blog/frontier- moe-sub-4-bit …

    Replying to @Guanming717 and @GoogleDeepMind blog: https:// general-instinct.com/blog/frontier- moe-sub-4-bit …