Unbiased AI-powered news
@Forbes reported that Tutor Intelligence operates DF1, the largest robot data-collection facility in the United States, where about 100 humanoid robots named Sonny learn tasks through repeated trials.
kdnuggets.comTutor Intelligence operates DF1, a data-collection facility inside a former sailcloth warehouse in Watertown, Massachusetts, that now houses about 100 humanoid robots named Sonny. Each Sonny performs tabletop manipulation tasks such as placing items in boxes, removing them, stacking, and folding clothes.
Successes earn a small digital reward from a trainer; failures are logged and labeled for the machine-learning model.
No Sonny unit has been on site longer than two months, and some arrived only days before the visit. None has shipped to customers. Tutor Intelligence co-founder and CEO Josh Gruenstein stated that nobody has ever successfully built a general-purpose robot product that performs the same task for thousands of customers.
He said the company hopes to begin customer pilots for Sonny before the end of May 2026, while noting epistemic uncertainty in timelines. Tutor Intelligence manufactures the Cassie robot, a 2,000-pound non-humanoid industrial unit designed for box and pallet manipulation. Cassie and Sonny share the same hardware and software architecture.
Sonny has six degrees of freedom per arm, two arms, four cameras including hand-mounted units, and FINRAY-style compliant 3D-printed grippers. It uses wheels rather than legs. Tutor Intelligence describes itself as a robotics research and deployment company vertically integrated across foundation-model research, in-house robot manufacturing in Watertown, and customer-site deployment and maintenance.
The company is backed by Nvidia and Amazon through the Physical AI Fellowship managed by MassRobotics. Productiv, a third-party logistics firm, deployed its first Cassie palletizer about three months before the article date. The company plans to assemble roughly 30 million kits in 2026, each containing 10–15 items, resulting in approximately 500 million pick-and-place operations.
Paul Baker, CFO and co-owner of Productiv, said the firm evaluates robots using SKU coverage, the percentage of distinct items a robot can handle. He stated that reaching 25–40% SKU coverage would be meaningful for operations. Productiv also runs wheel-based humanoid robots from Avatar and cobots from Blue Sky Robotics.
Baker said he cannot identify any workflows in the warehouse that would require legged robots. Roughly $7 billion was invested in robotics and physical-AI startups in 2024. 7 billion in 2025, representing about 9% of all global venture-capital deployment that year.
U.S. by 2033, half a million current job openings in construction where 40% of the existing workforce is expected to retire within a decade, and a World Health Organization estimate of an 11 million healthcare-worker shortfall worldwide by 2030. Amazon reported having deployed more than one million robots in its fulfillment network as of September and stated that the deployments produced 25% efficiency gains and a 40% reduction in workforce injuries.
theiranproject.comSyrian President Ahmad al-Sharaa stated that Iran gained the most from the recent conflict, describing the war as containing multiple mistakes in its objectives and formation.
middleeasteye.netIran fired missiles at Israel for the first time since the April ceasefire, hours after Israel struck Beirut’s Dahiyeh district. Alerts sounded across Tel Aviv as residents moved to shelters.
washingtonpost.comEva Clarke, Hana Berger-Moran and Mark Olsky were born to Jewish mothers who hid their pregnancies at Auschwitz and survived a 16-day death train to Mauthausen.