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Running robot brains in the cloud | Dreamscale Labs (YC F26)
Dreamscale Labs · Sep 2026 · 1:50 · AI-annotated
00:00:00 / 01:50:03
Founder-led talking heads alternate with locked-off macro shots of two robot arms, and every claim lands as white type that draws in or fades on the left. Pacing holds near twenty cuts a minute, with small data-viz overlays (line chart, bar chart, stat cards, code window) punctuating the speech.
Footage neededEstimated needs: 1 official logo — reused across the film · 38 filmed passages — shoot, supply or replace
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Running robot brains in the cloud | Dreamscale Labs (YC F26), scene by scene
· 39 scenes as text
01 · Hook · 0:00–0:02
Four young men stand in a row behind Shure microphones in a warm-lit studio, looking off-camera as they talk. A white three-line caption fades in at the lower left and holds on a locked-off frame.
On-screen text: “Putting”, “Robot Brains”, “in the Cloud”
Camera: Static
02 · Product intro · 0:02–0:03
A man in a green sweater sits at a studio microphone, talking and gesturing, against a warm concrete set with vertical light tubes. A white cloud icon with a black outline overlays his chest. Locked-off medium shot.
On-screen text: “We're Dreamscale Labs”, “Putting Robot Brains in the Cloud”
Camera: Static
03 · Product intro · 0:03–0:06
A man in a green sweater speaks into a studio microphone in a warm, softly lit room. A white headline assembles line by line on the left while lowercase captions of his speech cycle at the bottom.
On-screen text: “We're Dreamscale Labs”, “building the fastest cloud”, “Building the”, “Fastest Cloud Inference Platform”, “inference platform”, “for Robotics”, “for robotics.”
Techniques: Kinetic type
Camera: Static
04 · Product intro · 0:06–0:11
A white 3D-printed robotic gripper carries an orange over a wooden bowl holding an avocado and a banana, then releases it into the bowl, in a locked-off shot on a black table. White captions cycle along the bottom.
On-screen text: “Building the Fastest Cloud Inference Platform for Robotics”, “We let you deploy”, “frontier physical”, “Al on your robots”, “Without Expensive Local GPUs”, “We beat NVIDIA's”
Camera: Static
05 · Product intro · 0:11–0:14
A man in a green sweater sits centered in a warm studio, speaking into a Shure SM7B on a boom arm and gesturing with his hands. White text lines appear one after another at the bottom of the locked-off frame.
On-screen text: “Without Expensive Local GPUs”, “We beat NVIDIA's”, “inference speed on DreamZero”, “with just half the silicon.”
Camera: Static
06 · Problem · 0:14–0:16
A young man in glasses and a white graphic tee sits in a warm-lit room, speaking into a boom-mounted microphone. Subtitles cycle at the bottom as he talks, framed by shelves, a plant and glowing sphere lamps.
On-screen text: “The intelligent models”, “powering today's robots”, “with just half the silicon.”
Camera: Static
07 · Problem · 0:16–0:17
A black articulated robotic arm on a wooden desk grips a green marker, its gripper fingers adjusting around the cap. A white mug and the edge of a laptop sit to the right under warm light. A caption runs along the bottom of the frame.
On-screen text: “powering today's robots”
Camera: Pan
08 · Problem · 0:17–0:18
A black 3D-printed robotic arm with a small circuit board and exposed wires hovers over a white mug on a warm-lit desk. Its gripper opens, dropping a green-capped marker into the mug while white captions sit at the bottom of the frame.
On-screen text: “powering today's robots”, “are growing larger”
Camera: Static
09 · Problem · 0:18–0:23
A bespectacled presenter in a white graphic tee sits at a studio mic, speaking to camera in a warm lamp-lit room. A thin white line chart of model size, 2023 to 2026, draws itself in on the left, holds, then fades out; white subtitles run along the bottom.
On-screen text: “are growing larger”, “and more compute intensive,”, “but they're bottlenecked”, “of on-board GPUs.”
Camera: Static
10 · Problem · 0:23–0:27
A man with glasses speaks into a studio microphone in a warm-lit room. A bar chart of three chips, Nano, Orin and Thor, grows in on the right with yellow and red bars, while white subtitles roll along the bottom.
On-screen text: “Meanwhile, chip prices”, “keep soaring amidst a global”, “DRAM shortage.”
Camera: Static
11 · Problem · 0:27–0:27
A man with glasses sits in a chair, speaking into a Shure microphone on a boom arm, in a warm studio lit by spherical lamps and vertical light bars. He gestures with both hands while talking. White subtitles read at the bottom.
On-screen text: “DRAM shortage.”, “Putting a GPU in”
Camera: Static
12 · Problem · 0:27–0:29
A white robotic gripper arm on a dark table shifts its claws toward a black marker, beside a white mug holding a curved metal hook. Warm orb lights glow in the soft-focus background. White subtitle lines appear at the bottom as the camera stays locked off.
On-screen text: “Putting a GPU in”, “every robot”, “has become”
Camera: Static
13 · Feature reveal · 0:29–0:36
A white 3D-printed robot arm with exposed servos and wires on a black cloth table grips a marker, lifts it, and lowers it into a white mug. The camera holds a high locked-off angle while white captions cycle at the bottom.
On-screen text: “has become”, “Inefficient”, “Expensive”, “By going off-board,”, “you earn a data center”, “grade compute”, “that permits larger, more”, “general policies.”
Camera: Push in
14 · Feature reveal · 0:36–0:39
A young man in a black crewneck sits before a studio microphone in a warm beige room, a vertical lamp and potted plant behind him. He speaks off-camera while white subtitles cycle at the bottom of the locked-off frame.
On-screen text: “general policies.”, “We're taking a contrarian bet”, “that cloud inference”, “can actually be”
Camera: Pull out
15 · Feature reveal · 0:39–0:42
A man in a black shirt sits at a studio microphone, talking to camera in a warm-lit room with globe lights. Big white words Fast, Cheap, Reliable swap in at the lower center to stress his speech, then the caption We let you run scales in at the bottom.
On-screen text: “can actually be”, “Fast”, “Cheap”, “Reliable”, “enough to”, “drive robots.”, “We let you run”
Techniques: Kinetic type
Camera: Static
16 · Feature reveal · 0:42–0:43
A black robotic arm with exposed red and white wires rests on a table beside two white mugs. A hand on the right adjusts the arm while its gripper holds a green marker, the camera low at table level. White captions appear at the bottom.
On-screen text: “We let you run”, “robot models from the cloud”
Camera: Pan
17 · Feature reveal · 0:43–0:45
A black robotic arm with an open gripper sits on a wooden desk beside a white mug and two green markers, lit by warm backlight, the arm shifting its pose slightly. White subtitles sit along the bottom edge.
On-screen text: “robot models from the cloud”, “in just two simple steps.”, “First,”
Camera: Push in
18 · Feature reveal · 0:45–0:47
A robotic arm in a warm-lit room lowers its gripper toward a white mug on a table, a green marker lying beside it. A dark code window overlays the left side, and white captions swap at the bottom as the arm moves.
On-screen text: “First,”, “you connect”, “to a model of your choice.”
Camera: Static
19 · Feature reveal · 0:47–0:49
A robotic arm on a sunlit desk lowers a green pen into a white mug while a dark code card on the left types a Python snippet. White bottom captions swap from 'Then you run inference' to 'on your robot with fast,'.
On-screen text: “Then you run inference”, “on your robot with fast,”
Camera: Static
20 · Feature reveal · 0:49–0:51
A man in a black shirt speaks into a studio microphone on the right against a beige wall, while a dark code window with syntax-highlighted Python sits static on the left. A white caption reads smooth trajectories. at the bottom.
On-screen text: “smooth trajectories.”
Camera: Static
21 · Feature reveal · 0:51–0:52
A man in a black shirt sits in a warm studio, speaking into a microphone on a boom arm. A dark code window with a Python snippet overlays the left of the frame, then fades out as he continues, with subtitles at the bottom.
On-screen text: “We take care of all”, “the infrastructure wizardry”
Camera: Static
22 · Feature reveal · 0:52–0:55
A black robotic arm on a warm-lit desk extends and its gripper closes around a white mug, with a marker and an open laptop nearby. The camera stays locked off as bottom subtitles read along. A hand holds a device at the right edge.
On-screen text: “the infrastructure wizardry”, “to make inference”, “fast and reliable.”
Camera: Push in
23 · Feature reveal · 0:55–1:00
A man in a black sweatshirt speaks into a studio microphone against a warm beige wall. A large white “40-50% Faster” stat fades in on the left as he answers, holds, then fades out, while white captions track his speech along the bottom.
On-screen text: “fast and reliable.”, “How fast?”, “Up to 40 to 50% faster”, “40-50%”, “Faster”, “than existing cloud providers”, “at tail latency.”
Camera: Static
24 · Feature reveal · 1:00–1:01
A man in a black velvet jacket sits before a boom microphone in a warm room lit by globe lamps and vertical light tubes. He gestures with both hands while speaking. White subtitles at the bottom read his words. The frame is locked off.
On-screen text: “We push latency as low”, “at tail latency.”
Camera: Static
25 · Feature reveal · 1:01–1:05
A small white robotic arm stands on a dark table beside a white cup and a marker, with warm glowing lamps blurred in the background. The low camera holds a near-tabletop view while the robot shifts slightly. White subtitles run along the bottom edge.
On-screen text: “We push latency as low”, “as possible”, “by optimising”, “the full inference stack”, “from the architecture”
Camera: Static
26 · Feature reveal · 1:05–1:13
A man in glasses and a dark sweater sits in a wooden chair, speaking into a mic on a boom arm and gesturing with both hands. Three translucent gray chips with line icons stack in on the left as he talks, white subtitles run along the bottom. Locked-off frame.
On-screen text: “from the architecture”, “Model Architecture”, “of the model itself”, “to how we utilize the GPU”, “GPU Kernels”, “kernels, to how observations”, “Network & Routing”, “and actions”, “are transmitted”, “over the network and routed”
Camera: Static
27 · Feature reveal · 1:13–1:15
A man with glasses speaks into a studio microphone in a warm-lit room. Three icon label cards on the left (Model Architecture, GPU Kernels, Network & Routing) fade out while he talks; subtitle lines appear at the bottom.
On-screen text: “Model Architecture”, “GPU Kernels”, “Network & Routing”, “to your nearest region.”, “Plus, we're doing”, “novel work serving”
Camera: Static
28 · Feature reveal · 1:15–1:15
A white robotic gripper holds an orange over a black table, beside a wooden bowl with an avocado and a banana. The arm shifts slightly while keeping the fruit gripped. Subtitles run along the bottom of the frame.
On-screen text: “novel work serving”, “fleets of robots at scale.”
Camera: Static
29 · Feature reveal · 1:15–1:16
A small black robotic arm on a wooden table holds a green and white marker, its gripper and joints shifting slightly as it adjusts its grip. A white cup and the edge of a tablet sit blurred in the background under warm light.
On-screen text: “fleets of robots at scale.”
Camera: Static
30 · Feature reveal · 1:16–1:17
A black robotic arm with exposed wiring and a circuit board on top hovers over a white mug on a wooden table. It opens its gripper and drops a green marker into the mug. Warm side light, shallow focus. White caption text sits at the bottom.
On-screen text: “fleets of robots at scale.”, “We've demonstrated”
Camera: Static
31 · Feature reveal · 1:17–1:18
A white robotic gripper arm sits on a dark table beside a white cup and a marker, with warm glowing bulbs blurred in the background. The arm's fingers shift slightly as the locked-off shot holds. A large 8 Robots title appears at left while white captions run along the bottom.
On-screen text: “We've demonstrated”, “eight robots”, “8 Robots”, “running concurrently”
Camera: Static
32 · Feature reveal · 1:18–1:23
A white wired robotic gripper lowers an orange into a wooden bowl holding an avocado and a banana on a black table, then releases it beside the fruit. A large white heading sits at left while the arm works, with caption lines at the bottom.
On-screen text: “8 Robots”, “running concurrently”, “on a single H100.”, “Single H100”, “So rather than getting slow”, “or missed motion, instead”, “you get”
Camera: Static
33 · Feature reveal · 1:23–1:27
A white 3D-printed robotic arm with red wiring hovers over a black table, gripping a marker beside a white mug. The arm shifts the marker toward the mug as the camera reframes wider. White words appear one by one at the bottom of the frame.
On-screen text: “you get”, “Fast”, “Reliable”, “cloud inference.”, “Stable”
Techniques: Kinetic type
Camera: Pan
34 · Social proof · 1:27–1:31
A man in a green sweater sits in a wooden director chair, speaking into a studio microphone. The warm set includes plants, globe lamps, shelves, and lighting stands. White subtitles appear at the bottom while the locked-off camera holds a medium shot.
On-screen text: “We're already working closely”, “with robot deployment,”, “research and evaluation”, “companies,”
Camera: Static
35 · Social proof · 1:31–1:34
A young man in a green sweater sits centered in a warm studio, speaking into a Shure mic on a boom arm. He faces the camera with hands clasped while white subtitles at the bottom carry his words in the locked-off frame.
On-screen text: “companies,”, “helping them get their robot”, “AI to production faster.”
Camera: Static
36 · Other · 1:34–1:42
Four young men sit behind a black table, each with a microphone, in a room with a beige wall and a metal staircase. The man in the green sweater speaks to camera while white caption lines appear one by one at the bottom. Locked-off frame.
On-screen text: “Our mission”, “is to”, “Democratize Access to”, “Frontier Physical Intelligence”, “And we believe that running”, “robot brains in the cloud”, “will help us get there.”
Camera: Static
37 · CTA · 1:42–1:45
Four young men sit side by side at microphones in a warm-toned room, the man in the green sweater speaking while the others look ahead. A locked-off medium shot holds them in profile as captions roll along the bottom.
On-screen text: “will help us get there.”, “If you're deploying or lab”, “curious about our approach,”
Camera: Static
38 · CTA · 1:45–1:46
Four men sit at a table, each behind a studio microphone, in a warm-lit room with a metal staircase behind them. The man in the green sweater speaks to camera while white captions at the bottom read “curious about our approach,” then “Reach out.” Locked-off frame.
On-screen text: “curious about our approach,”, “Reach out”
Camera: Static
39 · Outro · 1:46–1:50
A black field holds a white cloud-shaped mark left of a thin vertical line, with the company name and URL on the right. The lockup fades in from black and holds still.
On-screen text: “Reach out”, “Dreamscale Labs”, “www.dreamscalelabs.com”
Camera: Static