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Interesting Engineering

New robotic lab conducts 50,000 experiments, hits 27% efficiency in solar cells US firm to scale laser-based nuclear fusion ‘breakthrough’ with new partnership Military Archives - Interesting Engineering World’s first non-nuclear lead-cooled reactor to generate electricity begins installation US scientists devise new process to turn sewage sludge into 99% pure natural gas US firm unveils submarine-hunting drone with 9,200-mile-range, 35 mph top speed Military Archives - Interesting Engineering Supercomputer finds lithium-titanium tweak to boost sodium-ion batteries for grids Lockheed Martin demonstrates vertical launch missile system for mobile drone defense China’s 1116 MWe Taipingling Unit 1 reactor goes online, set to generate 9bn kWh yearly ChatGPT Images 2.0 update combines reasoning, research, and design with 2K output US Navy tests plug-and-play laser system on USS Bush carrier, downs drones at sea China’s CATL reveals 621-mile EV battery, under-7-minute charging to challenge BYD US uses world’s first exascale supercomputer to model supernovae, fusion reactors AI and Robotics Archives - Interesting Engineering First-in-human study confirms safety of graphene-based brain interface Tesla’s Optimus humanoid robot greets runners, poses for photos at Boston Marathon Interlocking materials offer high strength and flexibility for robotics, infrastructure US redeploys 100,000-ton nuclear-powered aircraft carrier in Red Sea after repairs US scientists unveil concept for ‘world’s first neutrino laser’ to unlock breakthroughs New military tech can maintain communication in contested electronic warfare environments Got a dark personality? Psychologists can help you choose your career wisely Humidity boosts performance of 3D-printed nanogenerator instead of degrading it China demonstrates microwave beam that recharges drones in flight, continues power delivery Scientists run compact free-electron laser for eight hours, cracks FEL stability problem China’s PLA considers to use minelaying underwater drones to enforce Taiwan blockade: Report 1-ton sharks may struggle for survival in waters exceeding 62.6°F, study suggests US firm’s thorium nuclear fuel bundles move to manufacturing for commercial reactors Tesla hits 0% charge in remote Chilean desert as YouTuber uses hood-mounted solar Humanoid robot surpasses human world record in Beijing half-marathon, clocking 50:26 mins New method extracts maximum work from unknown quantum states using symmetry tricks US scientists’ new method can measure rare-earth elements in plants without destroying them 1,800-year-old feces reveal disease and hygiene linked to Roman Empire in Bulgaria Tankers come under fire as Iranian forces close Strait of Hormuz over US blockade Iran announces opening of Strait of Hormuz, Donald Trump says blockade to continue US scientists confirm altermagnetism in rust, unlock faster, low-power electronics Chinese scientists hit record 63 K in nickel superconductors without extreme pressure Songbird study reveals potential paths for human brain’s self-repair, neurogenesis US dumping ground that stores hundreds of drums with nuclear waste set to be cleaned up Chinese scientists’ diamond-based coating to boost data center cooling efficiency by 80% US’ 100,000-ton nuclear warship sets record with longest deployment since Vietnam War World-first eVTOL two-way transition flight test completed by Vertical Aerospace New electrolyte design improves solid-state battery conductivity by 2.7 times 50-year-old prediction confirmed as scientists spot darkness moving faster than speed of light Uncrewed underwater vehicle enters service in Australia, can boost autonomous warfare power Quasi-solid-state battery hits 99.98% efficiency, stops dendrites, and boosts cycle life France plugs Lucy photonic quantum system into supercomputer for hybrid computing US Army CH-47F Chinook helicopter makes first autonomous landing without human input 300-million-year-old German Basin could hold one of Europe’s largest lithium resources ‘World’s first’: AGIBOT G2 humanoid robots run tablet testing on live factory line Google in talks with Pentagon to deploy Gemini AI after Claude limits dispute US tests spin-polarized fuel in 180-million-degree Fahrenheit tokamaks for fusion power US unveils AI-powered drone with 66-mile reach, modular payload transforms operations Anthropic launches Opus 4.7 with 13% higher vision resolution and stronger coding Germany airdrops 5 ton ‘mini tank’ from aircraft in first airborne test trial US nuclear firm submits plan for 240 MW small modular reactor to power 1.5 million homes China turns on largest AI science hub 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Boston Dynamics robot Spot now uses Gemini AI for reason-driven decision-making tasks
2026-04-16 · via Interesting Engineering

Boston Dynamics has equipped its quadruped robot Spot with Google DeepMind’s Gemini Robotics-ER 1.6, aiming to push robots beyond scripted actions into reasoning-driven tasks.

The company showcased the upgrade in a video where Spot reads a handwritten to-do list and carries out tasks such as organizing shoes, picking up cans, and placing clothes in a laundry basket.

In one sequence, the robot takes a leash and walks a dog, highlighting its ability to translate natural language instructions into physical actions.

The system combines vision, language understanding, and task planning, allowing Spot to interpret its surroundings and respond with minimal human input.

This marks a shift from traditional robotics, where tasks required precise programming.

However, the demonstration also underscores the gap between AI reasoning and real-world execution. In one example, the robot grips a can sideways, a simple mistake that could lead to spills, showing that human-like understanding remains limited.

Inspection drives real value

Despite the home-focused demo, the primary goal of the upgrade is industrial inspection, where Spot is already deployed at scale.

The robot is designed to navigate facilities, identify hazards, and monitor environments where human access may be difficult or risky.

With Gemini Robotics-ER 1.6, Spot can autonomously detect issues such as pooled water, read gauges, and interpret site conditions. It can also call on vision-language-action models to better understand complex environments.

“Advances like Gemini Robotics ER 1.6 mark an important step toward robots that can better understand and operate in the physical world,” said Marco da Silva, Vice President and General Manager of Spot at Boston Dynamics.

“Capabilities like instrument reading and more reliable task reasoning will enable Spot to see, understand, and react to real-world challenges completely autonomously.”

The update builds on a partnership between Boston Dynamics and Google DeepMind announced earlier this year, focused on integrating advanced AI models into robotic systems.

Limits of robot reasoning

While the system improves usability, challenges remain. The model currently relies heavily on vision-based data and lacks the deeper physical understanding that humans gain through touch and experience.

“For robots to reliably and safely perform tasks, this connection between how robots understand the world and how humans do is critical,” said Carolina Parada, Head of Robotics at Google DeepMind.

The company is working to improve safety and reasoning through benchmarks that guide how robots should behave in real-world scenarios.

However, full autonomy still depends on achieving consistent reliability in varied environments.

Boston Dynamics says real-world deployment will continue through controlled rollouts, with customer feedback playing a key role in refining the system.

The company notes that robots must reach a reliability threshold high enough to avoid false alerts and maintain user trust.

The development highlights both the progress and limitations of embodied AI, where intelligence is integrated into physical systems.

While Spot’s ability to walk a dog may capture attention, its real-world impact lies in improving safety and efficiency in industrial operations.

The Blueprint

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With over a decade-long career in journalism, Neetika Walter has worked with The Economic Times, ANI, and Hindustan Times, covering politics, business, technology, and the clean energy sector. Passionate about contemporary culture, books, poetry, and storytelling, she brings depth and insight to her writing. When she isn’t chasing stories, she’s likely lost in a book or enjoying the company of her dogs.