https://frontieraianalysis.com/articles/a-better-ai-dataset-can-start-with-a-different-crawl-budget/Frontier AI Analysisen2026-10-14A better AI dataset can start with a different crawl budgethttps://frontieraianalysis.com/articles/a-cache-hit-can-still-leave-a-gpu-waiting/Frontier AI Analysisen2026-10-14RadixFlow fixes the idle time hidden behind cache hitshttps://frontieraianalysis.com/articles/a-compressed-memory-can-also-tell-attention-where-to-look/Frontier AI Analysisen2026-10-14Kwai gives compressed memory a second job: directing attentionhttps://frontieraianalysis.com/articles/a-convincing-world-model-video-can-predict-the-wrong-outcome/Frontier AI Analysisen2026-10-14WorldOracle tests whether imagined actions match real consequenceshttps://frontieraianalysis.com/articles/a-data-selector-can-obey-the-budget-before-rounding/Frontier AI Analysisen2026-10-14Keeping data selection inside the budget from the starthttps://frontieraianalysis.com/articles/a-detailed-rubric-can-still-become-a-blunt-training-reward/Frontier AI Analysisen2026-10-14A detailed rubric can still become a blunt training rewardhttps://frontieraianalysis.com/articles/a-diverse-synthetic-example-may-add-nothing-the-model-needs/Frontier AI Analysisen2026-10-14Synthetic diversity matters most where the target task has gapshttps://frontieraianalysis.com/articles/a-drafter-should-learn-to-reduce-decoding-rounds-not-just-guess-tokens/Frontier AI Analysisen2026-10-14A drafter should learn to reduce decoding rounds, not just guess tokenshttps://frontieraianalysis.com/articles/a-factory-inspection-model-needs-a-learning-sequence-not-one-test-set/Frontier AI Analysisen2026-10-14InCLAD follows factory inspection through successive updateshttps://frontieraianalysis.com/articles/a-factuality-method-can-improve-the-format-while-leaving-facts-unchanged/Frontier AI Analysisen2026-10-14Factuality gains face an independent reproduction testhttps://frontieraianalysis.com/articles/a-historical-agent-can-know-the-future-without-searching-toward-it/Frontier AI Analysisen2026-10-14A historical agent can know the future without searching toward ithttps://frontieraianalysis.com/articles/a-judge-can-prefer-a-visible-wrong-value-to-a-derived-correct-one/Frontier AI Analysisen2026-10-14Why tool-call judges favour the evidence they can seehttps://frontieraianalysis.com/articles/a-judge-s-reaction-to-a-bias-can-help-calibrate-its-hidden-bias/Frontier AI Analysisen2026-10-14PRISM calibrates AI judges by probing their reactionshttps://frontieraianalysis.com/articles/a-laptop-can-recover-context-more-cheaply-than-keeping-all-of-it/Frontier AI Analysisen2026-10-14SparPR trades copying for recomputation on a laptophttps://frontieraianalysis.com/articles/a-long-agent-task-can-be-made-learnable-by-exposing-its-hidden-progress/Frontier AI Analysisen2026-10-14Tev makes long agent tasks learnable through measurable progresshttps://frontieraianalysis.com/articles/a-model-can-build-a-stronger-teacher-by-reusing-its-own-layers/Frontier AI Analysisen2026-10-14LoOPSD builds a stronger teacher from the student’s own layershttps://frontieraianalysis.com/articles/a-model-can-contain-geometry-and-never-use-it/Frontier AI Analysisen2026-10-14GeoReader asks whether vision models actually use their geometryhttps://frontieraianalysis.com/articles/a-model-can-need-more-depth-without-needing-more-weights/Frontier AI Analysisen2026-10-14Tab-Loop buys computational depth with shared weightshttps://frontieraianalysis.com/articles/a-model-s-verbal-creativity-may-not-survive-a-visual-puzzle/Frontier AI Analysisen2026-10-14A model's verbal creativity may not survive a visual puzzlehttps://frontieraianalysis.com/articles/a-recurrent-model-can-cache-the-inputs-instead-of-rewriting-its-state/Frontier AI Analysisen2026-10-14ReplaySSM changes when recurrent memory gets writtenhttps://frontieraianalysis.com/articles/a-robot-can-benefit-from-reasoning-without-waiting-for-its-words/Frontier AI Analysisen2026-10-14TacitVLA takes reasoning text off the robot’s critical pathhttps://frontieraianalysis.com/articles/a-robot-learning-a-task-is-not-yet-learning-how-to-improve-itself/Frontier AI Analysisen2026-10-14What would prove that a robot is improving how it learns?https://frontieraianalysis.com/articles/a-robot-policy-can-fail-because-its-hardware-changed-slightly/Frontier AI Analysisen2026-10-14LIBERO-RIG tests the robot changes that scene benchmarks misshttps://frontieraianalysis.com/articles/a-robot-s-memory-should-help-it-decide-what-to-look-at-next/Frontier AI Analysisen2026-10-14A robot's memory should help it decide what to look at nexthttps://frontieraianalysis.com/articles/a-self-improving-agent-may-need-to-improve-its-judge-first/Frontier AI Analysisen2026-10-14Self-improving agents need judges that can keep uphttps://frontieraianalysis.com/articles/a-self-improving-model-can-gain-points-while-losing-solved-questions/Frontier AI Analysisen2026-10-14A self-improving model can gain points while losing solved questionshttps://frontieraianalysis.com/articles/a-smaller-cache-should-preserve-attention-not-just-resemble-the-original/Frontier AI Analysisen2026-10-14A smaller cache should preserve attention, not just resemble the originalhttps://frontieraianalysis.com/articles/a-specialist-model-can-help-without-replacing-the-generalist/Frontier AI Analysisen2026-10-14Keeping the generalist in charge of a specialist’s answerhttps://frontieraianalysis.com/articles/a-strongly-activated-example-is-not-necessarily-a-broadly-useful-one/Frontier AI Analysisen2026-10-14Which internal signals identify useful training examples?https://frontieraianalysis.com/articles/a-successful-cached-skill-can-become-dangerously-slow-to-distrust/Frontier AI Analysisen2026-10-14When yesterday’s successful shortcut becomes today’s stale answerhttps://frontieraianalysis.com/articles/a-successful-coding-run-can-teach-an-agent-to-waste-time/Frontier AI Analysisen2026-10-14Successful coding traces can preserve expensive bad habitshttps://frontieraianalysis.com/articles/a-tiny-object-tracker-can-expose-a-world-model-s-hidden-assumptions/Frontier AI Analysisen2026-10-14A tiny object tracker can expose a world model's hidden assumptionshttps://frontieraianalysis.com/articles/a-training-batch-need-not-graduate-from-imitation-all-at-once/Frontier AI Analysisen2026-10-14PIVOT lets training examples graduate at different timeshttps://frontieraianalysis.com/articles/a-training-example-can-become-obsolete-as-the-student-improves/Frontier AI Analysisen2026-10-14BoundaryEvo follows the student’s moving learning frontierhttps://frontieraianalysis.com/articles/a-transformer-can-reconstruct-spatial-neighbours-from-a-flat-sequence/Frontier AI Analysisen2026-10-14How transformers recover spatial neighbours from flat sequenceshttps://frontieraianalysis.com/articles/a-translated-cache-can-look-accurate-and-still-drive-the-wrong-answer/Frontier AI Analysisen2026-10-14CacheLink judges a handoff by what the receiving model doeshttps://frontieraianalysis.com/articles/a-video-world-model-can-remember-through-changing-weights/Frontier AI Analysisen2026-10-14World-T3 turns changing weights into visual memoryhttps://frontieraianalysis.com/articles/a-vision-model-s-old-mistakes-can-become-its-best-examples/Frontier AI Analysisen2026-10-14SMILE turns a vision model’s mistakes into useful exampleshttps://frontieraianalysis.com/articles/a-world-model-and-a-robot-policy-can-share-physics-without-sharing-every-interface/Frontier AI Analysisen2026-10-14A world model and a robot policy can share physics without sharing every interfacehttps://frontieraianalysis.com/articles/adding-skills-can-make-an-agent-load-fewer-of-them/Frontier AI Analysisen2026-10-14Adding skills can make an agent load fewer of themhttps://frontieraianalysis.com/articles/ai-agents-can-exchange-computation-instead-of-words/Frontier AI Analysisen2026-10-14CacheFuse tests a faster language for model collaborationhttps://frontieraianalysis.com/articles/an-agent-can-fail-to-forget-by-deleting-too-little-or-too-much/Frontier AI Analysisen2026-10-14Forgetting one fact is harder than resetting the memoryhttps://frontieraianalysis.com/articles/an-agent-can-improve-with-rewards-it-does-not-actually-learn-from/Frontier AI Analysisen2026-10-14Do rewards in the prompt cause the learning they get credit for?https://frontieraianalysis.com/articles/an-agent-can-practise-recovery-from-the-exact-place-it-failed/Frontier AI Analysisen2026-10-14ReTerm turns terminal failures into recovery practicehttps://frontieraianalysis.com/articles/an-agent-can-read-every-relevant-fact-and-still-choose-the-wrong-action/Frontier AI Analysisen2026-10-14Right facts, wrong action: diagnosing fast AI decisionshttps://frontieraianalysis.com/articles/an-agent-can-reuse-demonstrations-without-rereading-them/Frontier AI Analysisen2026-10-14CB-Agent compresses demonstrations into an action rulehttps://frontieraianalysis.com/articles/an-agent-may-predict-a-hard-task-better-than-its-own-failed-attempt/Frontier AI Analysisen2026-10-14An agent may predict a hard task better than its own failed attempthttps://frontieraianalysis.com/articles/an-agent-s-favourite-lesson-may-be-its-worst-training-example/Frontier AI Analysisen2026-10-14Testing which self-written lessons deserve to survivehttps://frontieraianalysis.com/articles/an-ai-can-be-uncertain-because-the-right-answer-is-missing/Frontier AI Analysisen2026-10-14Jeva gives AI a way to say the right option is missinghttps://frontieraianalysis.com/articles/an-ai-can-improve-its-experiments-while-worsening-its-generalisation/Frontier AI Analysisen2026-10-14An AI can improve its experiments while worsening its generalisationhttps://frontieraianalysis.com/articles/an-ai-can-improve-permanently-without-changing-its-model-weights/Frontier AI Analysisen2026-10-14The software around an AI model can become its lasting learnerhttps://frontieraianalysis.com/articles/an-ai-scientist-can-find-a-promising-design-without-learning-the-science/Frontier AI Analysisen2026-10-14Autonomous Science Bench separates discovery from understandinghttps://frontieraianalysis.com/articles/an-assistant-can-remember-a-proposal-as-if-you-approved-it/Frontier AI Analysisen2026-10-14When AI memory turns a suggestion into an instructionhttps://frontieraianalysis.com/articles/an-older-translation-trick-can-beat-more-new-language-pretraining/Frontier AI Analysisen2026-10-14Back-translation finds a new role in low-resource language modelshttps://frontieraianalysis.com/articles/attention-heads-should-not-all-receive-the-same-memory-allowance/Frontier AI Analysisen2026-10-14ChampionKV gives attention heads different memory allowanceshttps://frontieraianalysis.com/articles/audio-memory-must-replace-one-attribute-while-keeping-the-others/Frontier AI Analysisen2026-10-14AMemOps tests the selective updating audio memory needshttps://frontieraianalysis.com/articles/augustus-driving-reasoning-without-narration/Frontier AI Analysisen2026-10-14A driving AI can learn from explanations without talking through every movehttps://frontieraianalysis.com/articles/care-acceleration-can-swap-the-failures/Frontier AI Analysisen2026-10-14Speeding up a robot can hide new failures behind the same test scorehttps://frontieraianalysis.com/articles/chance-accuracy-can-hide-a-model-that-ignores-every-query/Frontier AI Analysisen2026-10-14Ignoring every query can still earn chance accuracyhttps://frontieraianalysis.com/articles/cheaper-simulations-can-buy-better-training-data-than-perfect-ones/Frontier AI Analysisen2026-10-14Spending less on simulation precision can improve the data budgethttps://frontieraianalysis.com/articles/context-management-can-be-a-data-structure-problem-before-it-is-a-model-problem/Frontier AI Analysisen2026-10-14Context management can be a data-structure problem before it is a model problemhttps://frontieraianalysis.com/articles/continual-learning-can-reserve-capacity-before-the-next-task-arrives/Frontier AI Analysisen2026-10-14Continual learning can reserve capacity before the next task arriveshttps://frontieraianalysis.com/articles/correct-cache-repair-can-cost-enough-to-erase-the-saving/Frontier AI Analysisen2026-10-14SAFE-KV shows when correct cache reuse stops payinghttps://frontieraianalysis.com/articles/data-selection-need-not-require-storing-a-backward-pass/Frontier AI Analysisen2026-10-14Data selection need not require storing a backward passhttps://frontieraianalysis.com/articles/deleting-a-source-may-leave-its-conclusions-behind/Frontier AI Analysisen2026-10-14PolyGraph follows the conclusions left behind by a deleted sourcehttps://frontieraianalysis.com/articles/deleting-text-does-not-delete-its-effect-on-a-model-s-cache/Frontier AI Analysisen2026-10-14The hidden state that survives a prompt edithttps://frontieraianalysis.com/articles/diffusion-decoding-can-lose-context-at-the-edge-of-a-block/Frontier AI Analysisen2026-10-14Diffusion decoding can lose context at the edge of a blockhttps://frontieraianalysis.com/articles/driving-prediction-and-driving-control-need-a-controlled-conversation/Frontier AI Analysisen2026-10-14Driving prediction and driving control need a controlled conversationhttps://frontieraianalysis.com/articles/egomatrix-contact-before-photorealism/Frontier AI Analysisen2026-10-14Robot training needs realistic contact, not just realistic pictureshttps://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/existing-language-models-can-acquire-a-cheaper-attention-system/Frontier AI Analysisen2026-10-14Existing language models can acquire a cheaper attention systemhttps://frontieraianalysis.com/articles/expert-help-can-be-triggered-by-failure-rather-than-applied-everywhere/Frontier AI Analysisen2026-10-14Expert help can be triggered by failure rather than applied everywherehttps://frontieraianalysis.com/articles/extra-attention-flexibility-need-not-remain-extra-inference-work/Frontier AI Analysisen2026-10-14Extra attention flexibility need not remain extra inference workhttps://frontieraianalysis.com/articles/fastopd-compression-changes-the-path/Frontier AI Analysisen2026-10-14FastOPD: Making robot intelligence smaller without losing the actionhttps://frontieraianalysis.com/articles/few-shot-examples-can-improve-answers-and-distort-confidence/Frontier AI Analysisen2026-10-14Few-shot learning has a confidence problemhttps://frontieraianalysis.com/articles/finding-a-relevant-paper-is-easier-than-verifying-its-experiment/Frontier AI Analysisen2026-10-14SciCurateBench tests the evidence scientific search leaves unresolvedhttps://frontieraianalysis.com/articles/gemini-argon-apollo-video-builds-an-experiment/Frontier AI Analysisen2026-10-14Apollo learned from a video by first building a virtual practice spacehttps://frontieraianalysis.com/articles/generating-a-small-dataset-requires-a-different-kind-of-few-shot-learning/Frontier AI Analysisen2026-10-14TabGift tackles the few-shot problem of generating whole datasetshttps://frontieraianalysis.com/articles/good-training-data-can-arrive-at-the-wrong-moment/Frontier AI Analysisen2026-10-14Good training data can arrive at the wrong momenthttps://frontieraianalysis.com/articles/growing-a-vision-model-during-training-can-change-what-its-layers-learn/Frontier AI Analysisen2026-10-14Growing a vision model during training can change what its layers learnhttps://frontieraianalysis.com/articles/humanoidtoolbench-right-tool-wrong-body/Frontier AI Analysisen2026-10-14A robot must be able to handle a tool, not just choose ithttps://frontieraianalysis.com/articles/improving-the-answer-and-improving-the-next-workflow-are-different-loops/Frontier AI Analysisen2026-10-14Improving the answer and improving the next workflow are different loopshttps://frontieraianalysis.com/articles/inspect-robots-reset-is-part-of-the-test/Frontier AI Analysisen2026-10-14How you set up a robot test can change its resulthttps://frontieraianalysis.com/articles/knowing-what-happened-in-a-video-does-not-mean-locating-it/Frontier AI Analysisen2026-10-14Knowing what happened in a video does not mean locating ithttps://frontieraianalysis.com/articles/lerobot-cleaning-can-delete-the-hard-tasks/Frontier AI Analysisen2026-10-14Cleaning robot training data can remove the hardest taskshttps://frontieraianalysis.com/articles/liquid-d1-the-cost-of-reading-the-world/Frontier AI Analysisen2026-10-14Liquid AI can answer more questions without looking at the scene againhttps://frontieraianalysis.com/articles/memory-can-improve-exploration-without-being-needed-after-training/Frontier AI Analysisen2026-10-14LEAF uses memory to explore, then distils what workedhttps://frontieraianalysis.com/articles/more-accepted-draft-tokens-can-make-a-model-slower/Frontier AI Analysisen2026-10-14SpecFit counts the hardware cost of speculative guesseshttps://frontieraianalysis.com/articles/more-ai-researchers-do-not-automatically-make-better-research/Frontier AI Analysisen2026-10-14What makes a larger AI research team productive?https://frontieraianalysis.com/articles/more-experience-can-stop-helping-an-embodied-agent/Frontier AI Analysisen2026-10-14Where embodied learning stops benefiting from more experiencehttps://frontieraianalysis.com/articles/nvidia-speech-adaptation-critical-words/Frontier AI Analysisen2026-10-14NVIDIA finds that better speech labels can beat more noisy datahttps://frontieraianalysis.com/articles/nvidia-v2d-reconstruction-errors-robot-learning/Frontier AI Analysisen2026-10-14NVIDIA asks which video mistakes matter when training robotshttps://frontieraianalysis.com/articles/one-client-s-goal-can-survive-into-another-client-s-decision/Frontier AI Analysisen2026-10-14One client's goal can survive into another client's decisionhttps://frontieraianalysis.com/articles/one-old-claim-can-become-a-crowd-inside-an-agent-s-memory/Frontier AI Analysisen2026-10-14How one old claim becomes a crowd inside AI memoryhttps://frontieraianalysis.com/articles/openvitac-test-whether-touch-changes-the-action/Frontier AI Analysisen2026-10-14A robot with touch sensors may still rely on sighthttps://frontieraianalysis.com/articles/openwam-less-context-better-transfer/Frontier AI Analysisen2026-10-14Giving part of a robot's AI less information helped it learn a new taskhttps://frontieraianalysis.com/articles/parallel-guesses-still-need-to-agree-with-one-another/Frontier AI Analysisen2026-10-14Parallel guesses still need to agree with one anotherhttps://frontieraianalysis.com/articles/physical-intelligence-api-next-demonstration/Frontier AI Analysisen2026-10-14Physical Intelligence makes robot AI easier to access. What should you teach it next?https://frontieraianalysis.com/articles/preprocessing-can-make-a-model-explanation-appear-wrong/Frontier AI Analysisen2026-10-14Preprocessing can make a model explanation appear wronghttps://frontieraianalysis.com/articles/quantisation-errors-can-keep-returning-inside-a-looped-model/Frontier AI Analysisen2026-10-14Quantisation errors can keep returning inside a looped modelhttps://frontieraianalysis.com/articles/removing-model-layers-can-reveal-where-the-real-work-happens/Frontier AI Analysisen2026-10-14Removing layers reveals where tabular models do their workhttps://frontieraianalysis.com/articles/robot-instructions-encoded-without-control/Frontier AI Analysisen2026-10-14A robot can recognise an instruction and still act against ithttps://frontieraianalysis.com/articles/robot-memories-need-an-address-not-just-a-description/Frontier AI Analysisen2026-10-14Robot memories need an address, not just a descriptionhttps://frontieraianalysis.com/articles/robot-serving-observation-age-not-token-throughput/Frontier AI Analysisen2026-10-14A robot can think quickly and still act on an outdated viewhttps://frontieraianalysis.com/articles/saved-experience-can-look-like-learning-when-resources-carried-over/Frontier AI Analysisen2026-10-14MC-EvoBench tests what an agent retains after a world resethttps://frontieraianalysis.com/articles/self-distillation-gains-can-disappear-on-genuinely-new-problems/Frontier AI Analysisen2026-10-14Self-distillation gains can disappear on genuinely new problemshttps://frontieraianalysis.com/articles/self-generated-skills-need-a-confidence-budget-too/Frontier AI Analysisen2026-10-14Self-generated skills need a confidence budget toohttps://frontieraianalysis.com/articles/shared-world-representations-still-need-distinct-outputs/Frontier AI Analysisen2026-10-14Shared world representations still need distinct outputshttps://frontieraianalysis.com/articles/sharing-cached-context-can-make-two-agents-misunderstand-the-same-text/Frontier AI Analysisen2026-10-14Shared context can carry the wrong agent’s interpretationhttps://frontieraianalysis.com/articles/short-term-computation-and-long-term-memory-can-use-different-machinery/Frontier AI Analysisen2026-10-14Sakana separates short-term computation from long-term memoryhttps://frontieraianalysis.com/articles/small-models-may-need-help-rewriting-lessons-in-their-own-language/Frontier AI Analysisen2026-10-14Teaching small models lessons they can actually absorbhttps://frontieraianalysis.com/articles/sota-sensor-design-is-a-data-format/Frontier AI Analysisen2026-10-14Matching touch sensors could help robots learn from human handshttps://frontieraianalysis.com/articles/structured-tool-calls-contain-parallelism-ordinary-text-does-not/Frontier AI Analysisen2026-10-14Structured tool calls contain parallelism ordinary text does nothttps://frontieraianalysis.com/articles/synthetic-examples-can-be-good-alone-and-bad-together/Frontier AI Analysisen2026-10-14Synthetic examples can be good alone and bad togetherhttps://frontieraianalysis.com/articles/tacross-cheap-touch-data-needs-a-translator/Frontier AI Analysisen2026-10-14A cheap sensor glove still needs robot demonstrations to teach actionshttps://frontieraianalysis.com/articles/tapnav-touch-as-a-navigation-experiment/Frontier AI Analysisen2026-10-14A longer route can help a robot find its way by touchhttps://frontieraianalysis.com/articles/the-best-format-for-a-memory-can-change-at-every-click/Frontier AI Analysisen2026-10-14SwitchMem chooses what to remember at each screenhttps://frontieraianalysis.com/articles/the-most-valuable-robot-demonstration-may-contain-a-tiny-mistake/Frontier AI Analysisen2026-10-14The most valuable robot demonstration may contain a tiny mistakehttps://frontieraianalysis.com/articles/transcribepsy-long-audio-short-command-latency/Frontier AI Analysisen2026-10-14Fast transcription does not always mean a faster voice responsehttps://frontieraianalysis.com/articles/ttt-rm-memory-for-what-the-camera-cannot-see/Frontier AI Analysisen2026-10-14Robot memory is most useful when the camera cannot see the answerhttps://frontieraianalysis.com/articles/two-learned-vectors-can-replace-a-library-of-prompt-examples/Frontier AI Analysisen2026-10-14STAVE replaces repeated prompt examples with two learned vectorshttps://frontieraianalysis.com/articles/vision-models-find-contextual-absences-easier-than-physical-clues/Frontier AI Analysisen2026-10-14Vision models find contextual absences easier than physical clueshttps://frontieraianalysis.com/video/a-long-agent-task-can-be-made-learnable-by-exposing-its-hidden-progress/Frontier AI Analysisen2026-10-14Tev makes long agent tasks learnable through measurable progresshttps://frontieraianalysis.com/video/a-robot-s-memory-should-help-it-decide-what-to-look-at-next/Frontier AI Analysisen2026-10-14A robot's memory should help it decide what to look at nexthttps://frontieraianalysis.com/video/augustus-driving-reasoning-without-narration/Frontier AI Analysisen2026-10-14A driving AI can learn from explanations without talking through every movehttps://frontieraianalysis.com/video/egomatrix-contact-before-photorealism/Frontier AI Analysisen2026-10-14Robot training needs realistic contact, not just realistic pictureshttps://frontieraianalysis.com/video/evo-rl-successful-trajectories-bad-lessons/Frontier AI Analysisen2026-10-14A successful robot run can still teach the wrong lessonhttps://frontieraianalysis.com/video/fastopd-compression-changes-the-path/Frontier AI Analysisen2026-10-14FastOPD: Making robot intelligence smaller without losing the actionhttps://frontieraianalysis.com/video/gemini-argon-apollo-video-builds-an-experiment/Frontier AI Analysisen2026-10-14Apollo learned from a video by first building a virtual practice spacehttps://frontieraianalysis.com/video/humanoidtoolbench-right-tool-wrong-body/Frontier AI Analysisen2026-10-14A robot must be able to handle a tool, not just choose ithttps://frontieraianalysis.com/video/inspect-robots-reset-is-part-of-the-test/Frontier AI Analysisen2026-10-14How you set up a robot test can change its resulthttps://frontieraianalysis.com/video/liquid-d1-the-cost-of-reading-the-world/Frontier AI Analysisen2026-10-14Liquid AI can answer more questions without looking at the scene againhttps://frontieraianalysis.com/video/nvidia-v2d-reconstruction-errors-robot-learning/Frontier AI Analysisen2026-10-14NVIDIA asks which video mistakes matter when training robotshttps://frontieraianalysis.com/video/openvitac-test-whether-touch-changes-the-action/Frontier AI Analysisen2026-10-14A robot with touch sensors may still rely on sighthttps://frontieraianalysis.com/video/openwam-less-context-better-transfer/Frontier AI Analysisen2026-10-14Giving part of a robot's AI less information helped it learn a new taskhttps://frontieraianalysis.com/video/physical-intelligence-api-next-demonstration/Frontier AI Analysisen2026-10-14Physical Intelligence makes robot AI easier to access. What should you teach it next?https://frontieraianalysis.com/video/robot-memories-need-an-address-not-just-a-description/Frontier AI Analysisen2026-10-14Robot memories need an address, not just a descriptionhttps://frontieraianalysis.com/video/sota-sensor-design-is-a-data-format/Frontier AI Analysisen2026-10-14Matching touch sensors could help robots learn from human handshttps://frontieraianalysis.com/video/tacross-cheap-touch-data-needs-a-translator/Frontier AI Analysisen2026-10-14A cheap sensor glove still needs robot demonstrations to teach actionshttps://frontieraianalysis.com/video/tapnav-touch-as-a-navigation-experiment/Frontier AI Analysisen2026-10-14A longer route can help a robot find its way by touchhttps://frontieraianalysis.com/video/ttt-rm-memory-for-what-the-camera-cannot-see/Frontier AI Analysisen2026-10-14Robot memory is most useful when the camera cannot see the answer