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CMU researchers are pushing robotics forward one butt-whipping at a time. A robotic arm is being trained to precisely swing flexible objects and hit targets, and poor Pepper apparently volunteered its backside for science. The funny demo is tied to DeformX, research aimed at te

EXHIBIT · t.co
KINDNews
DIRECTION■ Unclear/unknown
SOURCES1
ENTITIES1
STORY SIZESTANDALONE
FIRST SEEN2026-10-03 05:45 UTC
LAST UPDATE2026-10-03 05:45 UTC
STATEactive

01 THE MACHINE READ

WHY IT MATTERS.

Robotics manipulation research is incremental and not yet commercially material.

Early robotics research, no near-term impact
CATALYST TO WATCH

Commercialization of flexible-material robotics

MAIN RISK

Research may not translate to products

FULL DISPATCH

CMU researchers are pushing robotics forward one butt-whipping at a time. A robotic arm is being trained to precisely swing flexible objects and hit targets, and poor Pepper apparently volunteered its backside for science. The funny demo is tied to DeformX, research aimed at teaching robots to manipulate tricky flexible materials like ropes and cables. Someone get Optimus, Pepper needs backup😂 Writer: Val https://t.co/ebOFONgejN

02 THE STORY SO FAR

THE RECORD, IN ORDER.

STANDALONE ITEM — NOT YET FOLDED INTO A DEVELOPING STORY.

03 WHO'S INVOLVED

ENTITIES ON FILE.

AFFECTEDAI

04 RECEIPTS

THE SOURCE RECORD.

1 SOURCES CONFIRMED
№ 01xx.com · PRIMARY2026-10-03 05:45 UTCOPEN RECEIPT →

05 PROPAGATION

WHAT THIS TOUCHES.

KEEP READING THE MACHINE

OPEN THE MACHINE →THE PREDICTION LEDGER →

Summaries are generated and may contain errors — every claim links its sources.