◈ PipetteLabCalibration & precision
ExperimentPrecision researchHow it worksSIMULATION
METROLOGY / CALIBRATED GEOMETRY

Measure first. Move precisely.

Unknown on startup → robot offsets → camera intrinsics + transform → tool tip → local workspace validation.

CONNECTING
Actual rendered camera measurements + explicitly simulated 6D tracker. No physical robot or metrology instrument is connected. These results do not certify hardware accuracy.
INDEPENDENT SAFETY SUPERVISOR

Hard boundaries + continuous visual review

WAITING

Connecting to the safety supervisor…

Continuous VLM safety observations
Safety & calibration procedure ↗

Automatic calibration

Checking ROS…

Run the four stages in order. A separate holdout set must pass before corrections become active.

Every fresh start and reset clears calibration trust. Saved results are history only. Calibrate before running a protocol.

LIVE MUJOCO
Live rendered calibration camera
Waiting for measurements

Precision policy

Evidence-gated

Standard mode

Precision mode tightens actuator settling and checks disposable-tip runout. Requests below the estimated uncertainty are rejected. The 0.50 mm safety ceiling remains active.

What is needed for 50 µm or better? ↗

Position uncertainty budget

Provisional · k = 2
—mm estimated expanded uncertainty

RSS of provisional standard-uncertainty allowances, including a 0.10 mm mechanical allowance. Correlation, thermal drift and physical sensor errors need independent characterization. This is an engineering gate, not a statistical accuracy guarantee.

Calibration evidence

No accepted profile.

Measurements will appear here.
Accepted transforms and holdout results
No profile

From literature to the workcell

Read the research & hardware procedure ↗
RIGID REFERENCESKeyed modular fixtures, a fixed ChArUco board and supported optical cameras.
OBSERVABILITYMulti-axis poses, measured conditioning and independent holdouts.
LOCAL CORRECTIONBounded compensation at the plate; invalidate when the fixture moves.
ULTRA PRECISIONIndependent metrology, local visual feedback and a fine positioning stage require hardware.