https://frontieraianalysis.com/articles/augustus-driving-reasoning-without-narration/Frontier AI Analysisen2026-10-14A driving model can learn from explanations without reciting them at the wheelhttps://frontieraianalysis.com/articles/care-acceleration-can-swap-the-failures/Frontier AI Analysisen2026-10-14A faster robot can keep its score and lose your taskhttps://frontieraianalysis.com/articles/egomatrix-contact-before-photorealism/Frontier AI Analysisen2026-10-14The useful robot video is the one whose contact actually workshttps://frontieraianalysis.com/articles/evo-rl-successful-trajectories-bad-lessons/Frontier AI Analysisen2026-10-14A successful robot run can still teach the wrong lessonhttps://frontieraianalysis.com/articles/fastopd-compression-changes-the-path/Frontier AI Analysisen2026-10-14A smaller robot policy must learn the route its own shortcuts createhttps://frontieraianalysis.com/articles/humanoidtoolbench-right-tool-wrong-body/Frontier AI Analysisen2026-10-14The right tool depends on the body holding ithttps://frontieraianalysis.com/articles/inspect-robots-reset-is-part-of-the-test/Frontier AI Analysisen2026-10-14A robot benchmark begins before the robot moveshttps://frontieraianalysis.com/articles/lerobot-cleaning-can-delete-the-hard-tasks/Frontier AI Analysisen2026-10-14Cleaning a robot dataset can quietly remove the jobs that matterhttps://frontieraianalysis.com/articles/liquid-d1-the-cost-of-reading-the-world/Frontier AI Analysisen2026-10-14Liquid AI’s fast decisions still have to read the worldhttps://frontieraianalysis.com/articles/nvidia-speech-adaptation-critical-words/Frontier AI Analysisen2026-10-14The word a robot mishears matters more than the number it gets righthttps://frontieraianalysis.com/articles/openvitac-test-whether-touch-changes-the-action/Frontier AI Analysisen2026-10-14A robot with touch sensors may still be solving the task by sighthttps://frontieraianalysis.com/articles/openwam-less-context-better-transfer/Frontier AI Analysisen2026-10-14A robot learned a new task better when part of its model saw lesshttps://frontieraianalysis.com/articles/physical-intelligence-api-next-demonstration/Frontier AI Analysisen2026-10-14When the robot model becomes an API, the next demonstration becomes the scarce assethttps://frontieraianalysis.com/articles/robot-instructions-encoded-without-control/Frontier AI Analysisen2026-10-14The robot encoded the right instruction. Its hand still went elsewhere.https://frontieraianalysis.com/articles/robot-serving-observation-age-not-token-throughput/Frontier AI Analysisen2026-10-14The robot’s real latency problem is the age of its last observationhttps://frontieraianalysis.com/articles/sota-sensor-design-is-a-data-format/Frontier AI Analysisen2026-10-14The sensor is also a training-data formathttps://frontieraianalysis.com/articles/tacross-cheap-touch-data-needs-a-translator/Frontier AI Analysisen2026-10-14A $10.86 glove does not produce cheap robot actionshttps://frontieraianalysis.com/articles/tapnav-touch-as-a-navigation-experiment/Frontier AI Analysisen2026-10-14The shortest route may leave a humanoid losthttps://frontieraianalysis.com/articles/transcribepsy-long-audio-short-command-latency/Frontier AI Analysisen2026-10-14Ten minutes of speech in 1.65 seconds is not a robot’s response timehttps://frontieraianalysis.com/articles/ttt-rm-memory-for-what-the-camera-cannot-see/Frontier AI Analysisen2026-10-14A robot’s best memory may be what its camera cannot tell it