Brebross

Que sera sera --Contributor @AxisRobotics--

[Brebross @brebross2]

So AXIS runs every trajectory through a 4-stage cleaning pipeline: quality filter, hesitation removal, Savitzky Golay smoothing, cubic spline resampling.
Result on 16 LIBERO benchmark tasks: motion jerk down 47%, acceleration spikes down 54%, while keeping over 95% of the data.

[Brebross @brebross2]

When you teleop a robot in your browser, your hand shakes, hesitates and overshoots. Feed that raw jitter to a real robot and it amplifies into unsafe, jerky motion.

[Brebross @brebross2]

@hangrisss Nice thread sirrr

[Brebross @brebross2]

@Hengtzyggltmpn @axisrobotics Congrats bg sya nyusul

[Rimuro @Hengtzyggltmpn]

Finally got my X-axis role from @axisrobotics
Proud to be part of this robotics project🤖

[Brebross @brebross2]

@masssnpc @axisrobotics @AxisRoboticsID Gas join king

[EnpiciFi (✱,✱) @masssnpc]

jangan lupa yakk besok ramaikan warga @axisrobotics @AxisRoboticsID , dah intinya Pastikan akun GeoGuessr kalian sudah siap buat besok.........

[Brebross @brebross2]

@axisrobotics @AxisRoboticsID Every turn compounds: more data, smarter robots, bigger network.
200K+ trajectories and 8,900+ nodes isn't the ceiling. It's momentum.

[Brebross @brebross2]

AXIS isn't a tool. It's a flywheel.

Demo in a browser → trajectories cleaned → 1 demo becomes thousands in IsaacSim → VLA models train → real robots deploy → TaskGen spawns new tasks → contributors come back for more.

[Brebross @brebross2]

@BirlyAditya @axisrobotics @BitRobotNetwork Wowwww kerennn

[birrreeerrr @BirlyAditya]

gAxiss alll

My first week's journey with @axisrobotics X @BitRobotNetwork, done all🥳🖤.

How about you, do you need to upgrade your level again 😁?

[Brebross @brebross2]

@masssnpc @axisrobotics The best emang @axisrobotics

[EnpiciFi (✱,✱) @masssnpc]

Update minggu ini terasa kuat karena @axisrobotics tidak hanya menambah hasil, tetapi juga merapikan cara hasil itu terus diproduksi.

[Brebross @brebross2]

@0xRahvanaa Moga menang kingg

[Rahvana.182 @0xRahvanaa]

jangan lupa minggu ini sirrr
akhirnya Geogusser wkwkwkw

[Brebross @brebross2]

@HikalHank @axisrobotics Saya termasuk kedalam 19JT lapabgan pekerjaan itu kah

[Hikal (✱,✱) @HikalHank]

Udah 1Jt trajektori aja nih AXIS. Satu kebanggaan tersendiri bisa ikut partisipasi sama projek ini🥰

@axisrobotics

[Brebross @brebross2]

Most robot data is locked to one machine. A demo recorded for a single arm is useless on a humanoid

[Brebross @brebross2]

@fairyrae_ @axisrobotics setiap orang memberikan data yang sangat penting

[fairyrae (✱,✱) @fairyrae_]

@axisrobotics Leveling up 🔥

With the introduction of Long-Horizon (LH) and Multi-Embodiment tasks, Axis is moving beyond simple robotic actions toward more complex, real-world scenarios.

This means:
✅ richer training data
✅ more diverse robot interactions
✅ better adaptability across different robot forms

The goal isn't just collecting more data, it's building smarter and more valuable data for the future of Physical AI. 🚀