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Charlot Lab · Physical AI × Material Science × Additive Manufacturing

The Printable
Actuator.

A readiness map for building a humanoid entirely by additive manufacturing, every actuator subsystem, what AM can do today with hard numbers, and the one wall it can't cross.

CC0 1.0, public domain Free Humanoid Corpus rev 2026.07 subsystem × process × demonstrated performance × TRL × source
00

Two additive regimes

Everything in additive manufacturing for robots splits into two worlds. A fully-printed humanoid lives in the gap between them, which is why no one has built one.

Regime A

Rigid · electromagnetic

Metal AM. Every subsystem, cores, windings, magnets, flexures, is individually demonstrated at high performance.

Proven in isolation · never integrated · silicon is the wall

the
gap
unclaimed
Regime B

Soft · fluidic

Polymer AM. The entire robot already prints in one shot, including its control logic as printed fluidic transistors.

Whole robot, one print · low force · small scale
01

The subsystem matrix

Each actuator subsystem, the AM processes that reach it, the best result demonstrated to date, and an honest technology-readiness estimate. TRL is shown as a nine-layer deposition stack.

Ready · TRL 6–9 · print it now Frontier · TRL 3–5 · demonstrated, not fielded Wall · TRL 1–2 · physics blocks it
Subsystem
AM process
Best demonstrated
Readiness
Ceiling / what's unsolved
Src
02

Actuation topologies

The standard radial BLDC is optimized for machining and winding, not printing. These are the print-native alternatives, ranked by how much of each one AM can actually make.

03

The one wall

Drive: power stage + controller

You cannot print a power MOSFET, GaN, or SiC die, or an MCU. These require crystalline-semiconductor fabrication; printed and organic thin-film transistors cannot switch motor-level power. Printed electronics reaches the board, interconnect, passives, and even PCB-trace encoders, but not the active power and logic silicon. This is the only subsystem AM genuinely can't cross. There are two ways through it.

Escape A: fab it yourself

Trade "printed" for "ours." A self-fabricated open die (SKY130 / GF-class) is a coherent, arguably stronger, sovereignty claim than pretending a printed transistor can drive 40 A. The lab already fabricates silicon.

Escape B: leave the electronic domain

Printed fluidic logic already controls whole actuated robots end to end, diodes and pressure-gain "transistors" printed in a single run. Zero silicon, at the cost of speed and power density.

04

The white space

In the rigid regime, every piece is proven but:

  1. no one has integrated the subsystems into a single printed actuator;
  2. no one has printed it in one or few processes instead of six separate ones;
  3. no one has closed the loop without bought silicon.

In the soft regime, the whole robot prints in one shot but can't carry a biped's loads.

The track's thesis is the bridge: rigid-regime force density, soft-regime one-print integration, and printed-or-self-fabbed control, accounted in joules per joint, released CC0 as prior art.

05

Who's building this

Four capabilities, four separate research communities. No group occupies the intersection, multi-material AM + morphology/control co-design + print-native actuation at humanoid load. The nearest institutional analog is a wind-turbine program.

Make the body

Multi-material AM · computational fabrication
MIT CSAIL / Distributed Robotics · Daniela RusPrintable hydraulics, co-prints solid + liquid into a complete actuated robot; voxel/viscoelastic materials.
MIT Computational Design & Fab · Wojciech MatusikVoxel / digital-materials printing and structure-plus-controller co-optimization. Spans ① and ②.
Harvard Wyss / Lewis Lab · Jennifer LewisMultinozzle MM3D, voxelated matter, functional / structural / biological inks.
ETH Complex Materials · André StudartMultimaterial soft actuators with programmable bioinspired architectures.
MIT Center for Bits & Atoms · Neil GershenfeldThe heterodox path: discrete lattice assembly, reversible, reconfigurable digital materials.

Design body + brain together

Morphology–control co-design
Columbia Creative Machines · Hod LipsonScalable co-optimization of morphology and control; pioneered electronics / bio / food 3D printing.
Univ. Vermont · Josh BongardEvolutionary co-design; xenobots.
EPFL CREATE Lab · Josie HughesGraph-grammar co-design of morphology + control; reconfigurable bistable joints, built, not just simulated.
Northwestern · CMU · Pathak et al.Universal controllers that accelerate co-design past retrain-per-body.

Print the actuator itself

AM of electric machines: closest to the problem
NREL + ORNL + NASA Glenn: MADE3DMultimaterial AM of every motor component + topology/shape co-design toolsets. Your problem, solved for wind generators. The clearest reference & transfer target.
ORNL Manufacturing Demo Facility · Love / PostBAAM, isotropic bonded NdFeB, printed soft magnets, multi-metal LPBF.
Fraunhofer (IFAM / ILT / IWU)Cast coils toward 90% fill; ceramic-insulated copper, cracks the winding-insulation gap.
Nottingham Centre for AMPrinted Fe-Si SRM rotors; AM electrical machines.
IndustryAdditive Drives (printed coils) · Maxxwell (rare-earth-free axial-flux) · Aerosint (multi-metal LPBF).

Print-native actuation

Soft & artificial muscle
Max Planck IS, Stuttgart · Christoph KeplingerHASEL electrohydraulic artificial muscles; Robotic Materials department.
Cornell Organic Robotics · Rob ShepherdRapid 3D printing of electrohydraulic actuators; tough printable silicones; embodied energy.
Yale Faboratory · Rebecca Kramer-BottiglioSoft robots, printable skins, variable stiffness, robots-that-make-robots.
CMU · ETH · UCSD · Harvard · BristolMajidi (liquid metal) · Katzschmann (electrohydraulic + ORCA) · Tolley · Wood/Bertoldi (PneuNets) · Rossiter/Lepora (EAP + tactile).
06

The machine stack & build order

No single machine spans structural polymer + soft-magnetic steel + copper + magnet + elastomer. It's a process portfolio. Here is the optimal process per subsystem, the frontier that consolidates them, and the sequence to build.

Process family
What it makes best
Representative machines / services
The consolidation: and the moat

The minimum viable stack is three machine classes: (1) polymer powder: MJF or SLS, for structure, gears and flexures; (2) multi-material metal LPBF for the electromagnetic actuator; (3) material-jetting or direct-ink-write for soft actuators and sensors. Metal LPBF is the capability-defining, expensive one.

The single machine that collapses the actuator core: Aerosint's selective powder deposition prints 316L steel + CuCrZr copper in one LPBF build, exactly the soft-magnetic-core-plus-winding pairing a motor needs. No platform yet spans metal + polymer + functional inks in a single system. Owning that convergence is the manufacturing-research frontier, and the moat.

Build order

07

Sources

[1]Berkeley Humanoid Lite: arXiv:2504.17249 (UC Berkeley, 2025). Sub-$5k printed & walking humanoid.
[2]ToddlerBot: arXiv:2502.00893 (Stanford, 2025). Fully 3D-printed, independently reproduced.
[3]OpenQDD (A. Musa) & MIT Mini-Cheetah QDD (B. Katz), open printed cycloidal actuators.
[4]Mohammadi et al., metamaterial flexure joint: Int. J. Bioprinting 9(3), 2023.
[5]Riede et al., AISI 316L flexure-pivot bearings by AM: Materials 12, 2019.
[6]LPBF Fe-5%Si SRM rotor, tested vs. laminated: Univ. Nottingham.
[7]Binder-jet + sinter Fe-6Si soft magnets, 99% dense / 1.83 T: US Pat. 11,993,834.
[8]AM of soft/hard magnetic materials, state-of-art review, ScienceDirect 2022; NREL/ORNL MADE3D program.
[9]High-performance Cu-LPBF winding: 79% slot-fill @ 87% IACS.
[10]Additive Drives 3D-printed copper coils (65% fill, +45% output); ExOne × Maxxwell Motors binder-jet windings.
[11]ORNL big-area additive manufacturing of bonded NdFeB magnets.
[12]3D-printed piezoceramic, d33 583 pC/N; printed PVDF-TrFE piezo sensors.
[13]MIT CSAIL "Printable Hydraulics": MacCurdy, Katzschmann, Kim, Rus, arXiv:1512.03744.
[14]Edinburgh Soft Systems, electronics-free printed walker, pneumatic ring oscillator, arXiv:2502.10547.
[15]Fully 3D-printed soft robots with integrated fluidic circuitry: Science Advances, abe5257.
[16]Aerosint selective powder deposition, multi-metal LPBF, 316L + CuCrZr in a single build (Aconity MIDI+ / Schaeffler).
[17]MADE3D final technical report, multimaterial AM of every electric-machine component + co-design toolsets (NREL/ORNL/NASA Glenn).
[18]Cheney, Bongard, SunSpiral, Lipson, scalable co-optimization of morphology and control in embodied machines.
[19]EPFL CREATE Lab (J. Hughes) graph-grammar co-design; Cornell ORL (R. Shepherd) & Max Planck (C. Keplinger): 3D-printed electrohydraulic (HASEL) actuators.