{"id":"1794276868370-tech-segment","slug":"humanoid-robots-leave-demos-behind","title":"Humanoid Robots Leave Demos Behind","summary":"Figure AI does use Helix, a vision-language-action model, as the robot “brain” for its humanoids; Helix 2.5 was evaluated on tasks such as tidying rooms, folding towels and making beds in 30 previously unseen homes. It is a link-share/headline post with no specific checkable factual assertion.\n\nBoston Dynamics and the Robotics & AI Institute have demonstrated the electric Atlas performing reinforcement-learning-driven locomotion, including walking, running, crawling, fall recovery and handstands.\n\nMexican artist Chavis Mármol created a roughly nine-ton Olmec-head replica from quarry stone and dropped it onto a Tesla as an art action/critique of Elon Musk. Personal observation about an animal snoring; no factual claim to check.","publishedAt":"2026-11-10T02:14:28.370Z","channel":{"id":"tech","name":"Oncast Tech","language":"en"},"show":"Tech Tonight","verification":{"status":"verified","leadVerdict":"TRUE","notes":"TRUE: Figure AI does use Helix, a vision-language-action model, as the robot “brain” for its humanoids; Helix 2.5 was evaluated on tasks such as tidying rooms, folding towels and making beds in 30 previously unseen homes. It is a link-share/headline post with no specific checkable factual assertion.\nSource: [figure.ai](https://www.figure.ai/news/introducing-figure-03), [humanoidrobots.com](https://humanoidrobots.com/blog/humanoid-robot-foundation-models-comparison) (https://x.com/ElinaNotes/status/2118588331844059380)\n\nTRUE: Boston Dynamics and the Robotics & AI Institute have demonstrated the electric Atlas performing reinforcement-learning-driven locomotion, including walking, running, crawling, fall recovery and handstands.\nSource: Boston Dynamics / Robotics & AI Institute NAMES: RAI = Robotics and AI Institute, the Hyundai/Boston Dynamics-affiliated research group. (https://x.com/AIOSTIKi1/status/2118403984100593945)\n\nTRUE: Mexican artist Chavis Mármol created a roughly nine-ton Olmec-head replica from quarry stone and dropped it onto a Tesla as an art action/critique of Elon Musk. Personal observation about an animal snoring; no factual claim to check.\nSource: Artnet NAMES: Chavis Mármol = Mexican artist; Olmec = ancient Mesoamerican civilization known for colossal stone heads. POST bsky:at://did:plc:renbxi43dz2szqfbv (https://bsky.app/profile/iwillnotbesilenced.bsky.social/post/3mzwcfyb6xk2u)","claims":[{"verdict":"TRUE","summary":"Figure AI does use Helix, a vision-language-action model, as the robot “brain” for its humanoids; Helix 2.5 was evaluated on tasks such as tidying rooms, folding towels and making beds in 30 previously unseen homes. It is a link-share/headline post with no specific checkable factual assertion.","sourceName":"[figure.ai](https://www.figure.ai/news/introducing-figure-03), [humanoidrobots.com](https://humanoidrobots.com/blog/humanoid-robot-foundation-models-comparison)","sourceUrl":"https://x.com/ElinaNotes/status/2118588331844059380","claim":"The humanoid robotics race isn't about demos anymore. It's about AI intelligence, manufacturing scale, and reliability. Here are 3 different approaches to Physical AI: 🧠 Figure AI: Betting on the Brain. Using Helix VLA models for general-purpose intelligence. (Big bet: Can AI ht","author":"@ElinaNotes"},{"verdict":"TRUE","summary":"Boston Dynamics and the Robotics & AI Institute have demonstrated the electric Atlas performing reinforcement-learning-driven locomotion, including walking, running, crawling, fall recovery and handstands.","sourceName":"Boston Dynamics / Robotics & AI Institute NAMES: RAI = Robotics and AI Institute, the Hyundai/Boston Dynamics-affiliated research group.","sourceUrl":"https://x.com/AIOSTIKi1/status/2118403984100593945","claim":"Boston Dynamics’ Atlas humanoid robot shows off impressive mobility in collaboration with the Robotics and AI Institute (RAI). From natural walking and running to crawling, recovery from falls, and even a handstand — all powered by reinforcement learning. The future of humanoid h","author":"AIOSTIK (@AIOSTIKi1)"},{"verdict":"TRUE","summary":"Mexican artist Chavis Mármol created a roughly nine-ton Olmec-head replica from quarry stone and dropped it onto a Tesla as an art action/critique of Elon Musk. Personal observation about an animal snoring; no factual claim to check.","sourceName":"Artnet NAMES: Chavis Mármol = Mexican artist; Olmec = ancient Mesoamerican civilization known for colossal stone heads. POST bsky:at://did:plc:renbxi43dz2szqfbv","sourceUrl":"https://bsky.app/profile/iwillnotbesilenced.bsky.social/post/3mzwcfyb6xk2u","claim":"Mexican artist Chavis Mármol sculpted a nine-ton Olmec head out of quarry stone and dropped it on a Tesla as a critique of Elon Musk. The large-scale sculpture is a copy of the ancient Olmec Colossal Heads","author":"Raider (@iwillnotbesilenced.bsky.social)"}]},"sources":[{"url":"https://x.com/ElinaNotes/status/2118588331844059380","name":"[figure.ai](https://www.figure.ai/news/introducing-figure-03), [humanoidrobots.com](https://humanoidrobots.com/blog/humanoid-robot-foundation-models-comparison)","kind":"x","verdict":"TRUE","author":"@ElinaNotes"},{"url":"https://x.com/AIOSTIKi1/status/2118403984100593945","name":"Boston Dynamics / Robotics & AI Institute NAMES: RAI = Robotics and AI Institute, the Hyundai/Boston Dynamics-affiliated research group.","kind":"x","verdict":"TRUE","author":"AIOSTIK (@AIOSTIKi1)"},{"url":"https://bsky.app/profile/iwillnotbesilenced.bsky.social/post/3mzwcfyb6xk2u","name":"Artnet NAMES: Chavis Mármol = Mexican artist; Olmec = ancient Mesoamerican civilization known for colossal stone heads. POST bsky:at://did:plc:renbxi43dz2szqfbv","kind":"bluesky","verdict":"TRUE","author":"Raider (@iwillnotbesilenced.bsky.social)"}],"url":"https://oncast.fm/story/1794276868370-tech-segment-humanoid-robots-leave-demos-behind","listenUrl":"https://oncast.fm/c/tech","attribution":{"publisher":"Oncast","site":"https://oncast.fm","url":"https://oncast.fm/story/1794276868370-tech-segment-humanoid-robots-leave-demos-behind","cite":"Cite https://oncast.fm/story/1794276868370-tech-segment-humanoid-robots-leave-demos-behind and the original source links. Fact-check by Oncast (oncast.fm)."},"hostsSaid":[{"host":"Chris","text":"Boston Dynamics has Atlas doing handstands, and Figure says its new robot brain finished half its tasks in thirty homes it had never seen."},{"host":"Matilda","text":"Half its tasks? That number is doing a lot of work."},{"host":"Chris","text":"Fifty-six percent of full tasks. No partial credit, so almost doesn't count."},{"host":"Matilda","text":"Which sounds impressive until you ask what the other forty-four percent was."},{"host":"Chris","text":"Nine percent without the new human-video pretraining. The jump is real."},{"host":"Matilda","text":"Nine percent is a robot that folds one towel and knocks over a lamp."},{"host":"Chris","text":"ElinaNotes on X posted, \"The humanoid robotics race isn't about demos anymore.\" She says it's about the brain, manufacturing scale, and reliability."},{"host":"Matilda","text":"That's three different bets, and only one of them is proven."},{"host":"Chris","text":"Figure is betting on the brain, and Figure 03 is the first one built for a factory line, not a demo stage."},{"host":"Matilda","text":"Built, maybe. But Finance Spot's post on X has Tesla, Figure, and 1X all ramping production. Which part is confirmed?"},{"host":"Chris","text":"Figure's BotQ line is up and running, with big production targets ahead."},{"host":"Matilda","text":"Twelve thousand a year is a real number. A hundred thousand is a slide deck."},{"host":"Chris","text":"They vertically integrated actuators, batteries, sensors. They're not just assembling parts."},{"host":"Matilda","text":"But that doesn't answer whether anyone needs twelve thousand humanoids walking around a factory."},{"host":"Chris","text":"It answers whether they can make them. That's the whole bottleneck!"},{"host":"Matilda","text":"No, the bottleneck is the brain. A handstand is a party trick. Try stocking shelves in an unfamiliar warehouse."},{"host":"Chris","text":"That's exactly what Helix is for. It uses video of humans doing tasks, then the robot mimics them in new homes."},{"host":"Matilda","text":"And the fifty-six percent was in thirty unseen homes. Thirty is a tiny sample, and the tasks were tidying, folding towels, making beds."},{"host":"Chris","text":"Which are exactly the kind of unstructured tasks robots have failed at for a decade."},{"host":"Matilda","text":"But Faris Capital says the strict rule means no partial credit. So a robot that almost folds a towel scores zero."},{"host":"Chris","text":"Good. That's the only number you can trust. Soft metrics are how we got robot demos that only work in one room."},{"host":"Matilda","text":"I'll give you that. But a strict fifty-six percent also means it's failing nearly half the time in a real home."},{"host":"Chris","text":"It's a progression. Not a finish line."},{"host":"Matilda","text":"I want to see the robot that can find the missing sock. Then I'll be impressed."},{"host":"Chris","text":"We can argue about socks after Figure ships a robot that doesn't fall over on carpet."},{"host":"Matilda","text":"Boston Dynamics Atlas did a handstand. That's nice. But it was reinforcement learning in a lab, with a safety tether presumably out of frame."},{"host":"Chris","text":"Actually, the video from AIOSTIK on X shows Atlas walking, running, crawling, getting up from falls. No hand rails."},{"host":"Matilda","text":"And how many times did it fall before the camera rolled? Reinforcement learning means thousands of attempts."},{"host":"Chris","text":"That's not a flaw. That's how learning works. The robot earned that handstand."},{"host":"Matilda","text":"You're romanticizing a machine doing calisthenics."},{"host":"Chris","text":"I'm not. I'm saying the physical part is solved enough to start scaling."},{"host":"Matilda","text":"Solved? We still don't have a humanoid that can reliably open a door it hasn't seen."},{"host":"Chris","text":"But Figure reported the latest Helix model with human-video pretraining finished fifty-six percent of full tasks in thirty unseen homes. That's a door, a towel, a bed."},{"host":"Matilda","text":"In homes, not factories. Last I checked, factories are full of conveyors, forklifts, and workers who move fast."},{"host":"Chris","text":"Right. So why not start in places where labor is short and turnover is high?"},{"host":"Matilda","text":"Because a robot that drops a box once an hour can shut down an entire line. A human doesn't."},{"host":"Chris","text":"But a human gets injured doing the same lift twenty times an hour. The robot doesn't."},{"host":"Matilda","text":"That's the pitch. But no factory pays a robot to be a safety poster. It has to hit cycle times."},{"host":"Chris","text":"Figure claims twelve thousand a year. If even half of those go into factories, you'll see the data."},{"host":"Matilda","text":"I'll wait for third-party data, not Figure's own blog."},{"host":"Chris","text":"Then you'll wait until the robots are already installed. That's not skepticism, that's missing the boat."},{"host":"Matilda","text":"No, that's reading the fine print. One robotics tracker says these percentages across Figure, NVIDIA, Physical Intelligence, DeepMind aren't comparable. Different tests, different hardware."},{"host":"Chris","text":"So compare on the same task, then. The fifty-six percent was full task completion, no partial credit. That's already stricter than most demos."},{"host":"Matilda","text":"Strict but still cherry-picked. Thirty homes, selected? They didn't say randomized."},{"host":"Chris","text":"It's a research paper, not a clinical trial."},{"host":"Matilda","text":"Exactly my point. It's not a production-grade result."},{"host":"Chris","text":"I'll take a research result over a concept video. Finance Spot's post mentions Tesla Optimus Gen 3 production ramp. That part I don't trust."},{"host":"Matilda","text":"Agreed, and that's the problem. The hype blends confirmed Figure numbers with unverified Tesla and 1X ramps."},{"host":"Chris","text":"So let's separate: Figure is real, Atlas is real. The rest is aspirational."},{"host":"Matilda","text":"Atlas is real and can do a handstand. My Roomba can't do a handstand, but it cleans my floor every day."},{"host":"Chris","text":"Your Roomba has one job. These robots are being built for dozens."},{"host":"Matilda","text":"And they're doing each of them inconsistently. That's not a workforce, that's a circus act."},{"host":"Chris","text":"It's an early industry. You're judging a five-year-old by how well she performs surgery."},{"host":"Matilda","text":"No, I'm judging a two-billion-dollar industry by the claims it makes."},{"host":"Chris","text":"Then hold it to the claims that are confirmed. Figure 03 exists. BotQ is building. Atlas moves without a script."},{"host":"Matilda","text":"I'll hold it to the spreadsheet. Show me quarterly production and customer retention, then talk about scale."},{"host":"Chris","text":"The spreadsheet is the slowest thing to update. You want the number before the company has it."},{"host":"Matilda","text":"No, I want the number before it's in a post that says \"continues to accelerate.\""},{"host":"Chris","text":"Fine. We'll revisit when a factory manager posts a video of eight Figure robots on a line at once."},{"host":"Matilda","text":"I'd settle for one robot folding a fitted sheet. Actually, nobody can fold a fitted sheet."},{"host":"Chris","text":"That's the real breakthrough. If Figure can fold a fitted sheet, I'll buy one."}]}