Skip to main content
  1. Home
  2. Emerging Tech
  3. News

Home robots can already walk. The hard part is stopping them from crushing your glassware

1X’s NEO uses tactile sensing and force control to handle fragile objects, aiming at the kind of household work humanoids still struggle to do.

Add as a preferred source on Google
Baby, Person, Electronics
1X Technologies

A robot can look convincing while walking across a stage and still be useless in a kitchen. Picking up a wet glass demands precision, quick corrections, and enough restraint to avoid squeezing too hard. 1X is tackling that problem with new tendon-driven hands for NEO, its humanoid home robot.

1X says each hand has 25 degrees of freedom, with 22 across the fingers and palm and another three in the wrist. Its joints can yield when pushed instead of staying rigid, giving NEO a better chance of handling household objects without treating every collision like a wrestling match.

Why delicate chores expose bad hands

NEO’s tactile skin measures pressure and sideways movement across its fingers. That allows the hand to detect when an object begins slipping and adjust its grip before it drops.

Force control matters just as much as finger movement. Household objects come in awkward shapes and unpredictable weights, while factory grippers usually work with carefully positioned items. NEO’s tendon system is designed to adapt without approaching every task like it’s moving the same cardboard box all day.

Recommended Videos

That control could determine whether a humanoid can handle dishes or clothing without someone hovering nearby.

Why flexibility beats brute force

NEO’s fingers can bend beyond typical human ranges and wrap around irregular objects. Its backdrivable joints also give way during unexpected contact instead of forcing their way through it.

1X rates the hands IP68 and says they use food-safe materials. Those are practical details for a machine expected to work near sinks, spilled drinks, and dinner plates. Fast finger movement makes a better demo, but water resistance and controlled force will matter more in an actual home.

The hardware looks ready for domestic work. The software still has to prove it can use those hands consistently.

What the demos still can’t prove

Capable hands don’t guarantee capable chores. NEO still needs to identify an object, choose the right grip, and repeat the task in a cluttered room without careful preparation.

A successful pickup shows what the hardware can do under controlled conditions. Useful home automation requires the robot to repeat that success when objects are moved, wet, or partly hidden.

The next worthwhile demonstration should skip the finger drumming. NEO needs to finish an ordinary household chore autonomously, from start to finish, before one polished clip becomes proof of a finished product.

Paulo Vargas
Paulo Vargas is an English major turned reporter turned technical writer, with a career that has always circled back to…
Scammers are teaching AI to sound like you, and research says our brains are falling for it
Has your accent just become a security vulnerability? AI scammers are getting too good at sounding local
Scammers are turning trusted news brands into investment traps

The next scam call you receive may not sound like a robot, a call center, or even someone pretending to be your relative. AI voice generators have become capable of reproducing regional accents and dialects that sound convincing enough that researchers are warning they could become a potent social-engineering tool.

For example, a scammer could use an accent familiar to a targeted community to make a suspicious call sound considerably more trustworthy.

Read more
Scientists found a way to turn plastic bottles into cookies you can actually eat
hand holding a cookie

Plastic bottles and cookies rarely show up in the same sentence, but a team of researchers just gave us a reason to talk about both together. According to Science Daily, scientists at Southern Illinois University Carbondale have engineered yeast that can turn waste from plastic bottles and old crop leftovers into real food ingredients and create cookies.

The work began as part of a NASA program exploring how astronauts might produce their own food during deep space missions, since resupply runs from Earth aren't exactly realistic that far out. The researchers' big insight was simple: plastic bottles are packed with carbon, and so, as it turns out, is food. That single connection became the foundation for everything that followed.

Read more
Students who use AI every day may be falling behind, while moderate users pull ahead
New global testing data suggests more AI in the classroom isn't automatically better.
Logo, Text

I assumed more AI access might help students learn faster. However, a new OECD study dispels that misconception for me and everyone else who gave their children a paid version of AI chatbots, thinking it would help them through their educational journey. 

According to PISA 2025 data from 760,000 students in 91 countries, students who use AI daily score meaningfully worse on standardized tests than their peers. The full picture is more complicated than a simple ban would fix.

Read more