AI Robots Learn Basic Human Tasks at Major Data Factory in Massachusetts

MIT-founded Tutor Intelligence operates America’s largest robot data factory in Watertown, Massachusetts, where AI robots learn basic tasks like packing boxes and folding laundry to build essential training data for more adaptable machines.

• MIT graduates launch Tutor Intelligence to create essential training data for robots performing everyday physical tasks.

• America’s largest robot data factory operates in Watertown, Massachusetts, described as “kindergarten for robots.”

• Robots practice simple actions like picking items, packing boxes, and folding laundry but frequently make mistakes.

• Founders aim to build adaptable robots capable of learning new skills in any environment.

• Technology expected to advance rapidly, with robots becoming common in daily life within five years.

Watertown, Massachusetts — Artificial intelligence is advancing into the physical world as robots at a specialized factory learn to handle simple human tasks that lack existing training data.

Co-founders Josh Gruenstein and Alon Kosowsky-Sachs, MIT graduates from the Computer Science and Artificial Intelligence Laboratory (CSAIL), established Tutor Intelligence to address a key gap in robotics development. While language models like ChatGPT draw from vast written sources, no comparable dataset exists for teaching robots physical actions.

Gruenstein, the company’s CEO, explained that most people have yet to encounter robots in daily life, but that is set to change quickly. At their Watertown facility — the largest robot data factory in the United States — the machines practice fundamental movements in what he calls “kindergarten for robots.”

The robots attempt basic chores such as picking up individual items and placing them into boxes or trying to fold laundry. In these early stages, they often mess up because the necessary training data for varied physical human tasks simply does not exist yet.

Gruenstein noted the contrast with specialized factory robots that repeat identical motions reliably, like those in car manufacturing. Most real-world physical work, however, requires flexibility and adaptation to changing conditions.

The goal is to develop robots that can learn any behavior in any situation, much like humans do. “For robots to do all of the jobs and kind of engage with our world in the same way that humans do, they have to be able to learn new skills on the fly,” Gruenstein said.

The team is actively generating the data needed to train these systems alongside dozens of robots working together. While the machines remain clumsy for now, rapid progress is anticipated.

This Watertown initiative represents a foundational step toward more capable and versatile robotics. Gruenstein predicts that within the next five years, robots will become a visible and exciting part of everyday technological and social shifts.

Hudson Man Charged With Murder After Allegedly Beating Grandmother to Death With Skateboard

A 29-year-old Massachusetts man is facing murder charges after allegedly using a skateboard to kill his 90-year-old grandmother and injure two other family members during a “targeted” domestic attack in Hudson.

SUMMARY

• Devin Dube, 29, is in custody following a violent domestic attack in Hudson.  

• Authorities say Dube used a skateboard to kill his 90-year-old grandmother, Elaine Dube.

• Two other family members, the suspect’s father and sister, were also injured in the assault.  

• Middlesex District Attorney Marian Ryan confirmed the suspect was apprehended after a 45-minute search on Tuesday.  

HUDSON, Mass. — A quiet neighborhood is in shock following a brutal and “isolated” domestic attack that left a 90-year-old woman dead at the hands of her own grandson. Middlesex District Attorney Marian Ryan and Hudson Police Chief Richard DiPersio held a press conference Wednesday morning to release the disturbing details of a homicide investigation that began Tuesday afternoon and stretched into the overnight hours.

The violence erupted just after 3 p.m. Tuesday at a residence on Munson Street. According to investigators, the suspect’s sister called 911 reporting that her brother, 29-year-old Devin Dube, was attacking her with a skateboard. Minutes later, a second call came in as the attack escalated. Authorities say Devin Dube turned the skateboard on his 90-year-old grandmother, Elaine Dube, and his father.  

By the time police arrived at the scene, the suspect had already fled. Officers found Elaine Dube in the basement with catastrophic injuries. She was rushed to UMass Memorial Medical Center in Worcester, where she later succumbed to her injuries. The suspect’s father and sister were also treated for non-life-threatening facial and upper torso injuries and have since been released.  

The search for the suspect lasted approximately 45 minutes before a resident reported a man running around a property on Tower Street. Police eventually located Devin Dube hiding inside a van and took him into custody without further incident. DA Marian Ryan noted that while Hudson police had previous contact with the suspect, there was no prior history of domestic violence at the home.  

Devin Dube was arraigned Wednesday in Marlboro District Court on several charges, including murder and three counts of assault and battery with a dangerous weapon on a person over 60. As the investigation continues, officials are working to determine a motive for the unprovoked attack. The DA’s office emphasized that there is no ongoing threat to the Hudson community.