Cactus Compute

Cactus Compute · Launch Video Breakdown: Hook, Pacing & Motion Design

Cactus Compute’s Needle framework runs a 45M-parameter model completely offline on a $10 ESP32-S3 chip.

Hardware & DevicesLaunchAugust 22, 2026@0xSeyr
0:00 · The Hook · Watermelon Analogy & Model Size Reveal
0:00 / 0:00

Scene-by-scene timeline & spoken transcript

  1. The Hook

    Watermelon Analogy & Model Size Reveal

    “This is a 13.7 megabyte whole AI model.”

    On screen
    13.7 MB. WHOLE AI MODEL.
    Camera
    Static medium shot of a person struggling to cut a watermelon, then a quick cut to a top-down view of the watermelon splitting.
    Motion
    Practical effect with a quick cut to emphasize a reveal, followed by a text overlay that scales in.
  2. Product Reveal

    Needle 2 Introduction & Core Function

    “This is Needle 2. It's a 45 million parameter model that runs completely offline on a $10 ESP32-S3 chip. It can't talk, it can't generate images, it can't generate video. It's only for tool calls.”

    On screen
    Needle 2 45 million parameters IT CAN'T TALK TOOL CALLS They deleted the FFN
    Camera
    Static overhead shot with abstract geometric shapes animating around the screen. Text elements appear and disappear centrally.
    Motion
    Animated text reveals with highlight boxes, geometric shape transitions, and subtle background grid movement. Elements scale and fade.
  3. Feature Teaser

    Efficiency & Technical Advantage

    “They deleted the FFN, which is the feed-forward network, and that's why it's so efficient. MFLOPS per token, lower is better. Needle 2 is 70, LFM 2.5 is 459, FnGemma is 520.”

    On screen
    MFLOPS per token — lower is better 70 Needle 2 459 LFM2.5 230M 520 FnGemma 270M
    Camera
    Static overhead shot with a bar chart animating in from the bottom, displaying comparative data. Abstract shapes continue to animate.
    Motion
    Data visualization (bar chart) with animated bar growth and numerical counters. Text highlights and geometric elements continue to provide visual interest.
  4. Call to Action

    Learn More & Engage

    “(No spoken dialogue — The electronic beat continues, maintaining a steady, focused energy. No explicit high-energy transitions.)”

    On screen
    Cactus Needle Agentic LLM for tiny devices cactuscompute.com/needle Follow for more SUBSCRIBE @cloudedventures
    Camera
    Static overhead shot. A browser window graphic appears, then transitions to a 'Follow for more' screen with a subscribe button.
    Motion
    Browser window graphic reveal with code-like text scrolling, followed by a call-to-action screen with a bouncing subscribe button and social handle reveal. Geometric shapes animate subtly.

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