At the Machina conference in Paris, All-In host Jason Calacanis sits down with the leaders of four of the world's top robotics companies—ANYbotics, 1X, Boston Dynamics, and Agility Robotics. Across four rapid-fire interviews, the CEOs explain why four-legged 'dog' robots conquered industrial inspection first, why humanoids are finally doing useful work, how teleoperation and internet-scale video data are training the next generation of machines, and where the real money and the real dangers lie—from explosive oil rigs to weaponized robots coming out of China. The through-line: robots are no longer research demos, they're deployed assets measured by ROI, and 'hard takeoff' where robots build robots may be as little as three years away.

Kevin Albert is the Founder and CEO of Canvas, the world's first robotic drywall finishing company. A mechanical engineer with roots at Boston Dynamics - where he contributed to the legendary BigDog and LS3 quadruped robots - Kevin built Canvas to bring heavy-machinery-grade precision to the interior of buildings for the first time. With over 20 years of rugged robotics experience spanning Draper Lab, Otherlab, and his own inflatable-robot startup Pneubotics, he channeled a career's worth of know-how into solving one of construction's most stubborn productivity problems: drywall finishing hasn't changed in decades, and with two workers retiring for every one who enters the trades, Canvas's robots are becoming the industry's answer.