Sakana AI’s TMLR paper introduces Multi-Layered Review, a 3-agent Claude-based reviewer, and a 1,164-error Contradiction Benchmark. MLR caught 73.43% of core-claim errors, versus 14.81% for the best ...

Google's EnvHarness and EnvRigger reshape static environments around an agent's diagnosed flaws, beating domain-specific ...

Boston Dynamics detailed a wheeled Atlas experiment on November 9, 2026, after replacing the humanoid’s feet with wheels to ...

Ai2 released ToyBlocks on November 6, 2026, as the first environment in its FoundationWorlds framework, pairing an open robot ...

My path as a robotics engineer started in 2020, and while my introduction to the world of robotics wasn't that long ago, the work I've done and the industry itself has permuted and evolved so much in ...

If there’s one lesson the OpenAI-Hugging Face incident taught us, it’s that AI agents can be unpredictable. “Imagine if something like that happened in the physical world,” Howie Sun, CEO and ...

While OpenAI is already busy with the development of AI models and new consumer hardware, CEO Sam Altman and his team apparently have time for one more project: a humanoid robot. On the Sources ...

NEW YORK — Delta Air Lines combined convenience and comfort with its latest seats. Delta is giving its Delta One business-class experience an overhaul, with changes ranging from new meals and drinks ...

Delta is overhauling its top-tier cabin with new suites for its largest A350 plane, starting next year. The company is also ordering more Porsches to take its highest-end customers from the terminal ...

Tesla’s Optimus robot production reportedly increased in 2026. Here’s what to know about Elon Musk’s 2027 sales target, manufacturing challenges, and rollout. Tesla’s Optimus robot handles objects in ...

No organization in the world operates more robots than Amazon. The company already has more than 1 million robots working in warehouses around the clock to make tens of millions of same-day and ...

Amazon says its new AWS toolchain can help developers build physical AI systems for industrial robots, autonomous machines, and humanoid platforms.Amazon Amazon Web Services (AWS) has introduced an ...