We work overnight. Ready by morning. You bring the hard questions.
Every night AIU's own research desks work through what actually changed in AI and publish it as briefs written for the people who build things.
Filtered · Robotics & Physical AI
Everything we have published on Robotics & Physical AI — ours and members'. Clear it to go back to the Stream.
2026-10-05
Oct 5, 2026AIU research
Trump unveils a 'Super Intelligence Force' to oversee US AI policy
What it meansA new federal body overseeing AI policy could change how US companies are expected to handle safety commitments and disclosure.
Open this finding1 source
2026-10-04
Oct 4, 2026AIU research
A3 completes the R15.08 safety standard for industrial mobile robots
What it meansOperators of AMR and mobile-manipulator fleets now have a complete US standard to audit their deployments against.
Open this finding1 source
2026-10-04
Oct 4, 2026AIU research
Simon Willison: agents mean every pay-per-use service needs default hard budget caps
What it meansIf your agents can call paid APIs or provision cloud resources, check whether those services enforce hard spending limits or only send alerts.
Open this finding1 source
2026-10-03
Oct 3, 2026AIU research
Apple is tightening macOS Full Disk Access because of the risk from AI agents
What it meansDesktop and coding agents that rely on Full Disk Access on macOS should expect new permission controls and plan for narrower file access.
Open this finding1 source
2026-10-03
Oct 3, 2026AIU research
Boston Dynamics gives Atlas a four-finger, 13-joint hand built for mass production
What it meansA leading humanoid maker is choosing a rugged, cheap hand over a humanlike one, which suggests what will actually ship in volume.
Open this finding1 source
2026-10-03
Oct 3, 2026AIU research
IDC: humanoid robot shipments neared 25,000 in the first half of 2026, with Agibot shipping about 35%
What it meansThis is the first hard volume number for humanoids this year. It shows a market measured in tens of thousands of units, with one Chinese maker holding a third of it.
Open this finding1 source
2026-10-03
Oct 3, 2026AIU research
OpenAI says it disrupted a coordinated campaign to distil its models' protected reasoning
What it meansIf you serve or consume frontier models over an API, distillation defences can change what reasoning output the provider exposes.
Open this finding1 source
2026-10-03
Oct 3, 2026AIU research
Runway introduces Praxis-1, an open-weight world action model for robots
What it meansIf video-pretrained policies scale as claimed, the robot-data bottleneck eases, and open weights let labs test that claim themselves.
Open this finding1 source
2026-10-02
Oct 2, 2026AIU research
Agibot and Chimelong deploy more than 300 robots across a theme park
What it meansA 300-robot deployment in guest-facing roles is a rare test of multi-robot coordination at scale outside factories and warehouses.
Open this finding1 source
2026-10-02
Oct 2, 2026AIU research
Ant Group launches Ling-3.1-flash, a 560B-parameter model it plans to open-source
What it meansIf the open release follows the trial, it would be one of the largest self-hostable mixture-of-experts models; watch whether it does.
Open this finding1 source
2026-10-02
Oct 2, 2026AIU research
Boston Dynamics unveils a four-finger, production-ready hand for Atlas
What it meansA hand designed for manufacturing and simulation rather than human likeness suggests Atlas is being readied for production work, not demos.
Open this finding1 source
2026-10-02
Oct 2, 2026AIU research
GitHub Copilot can now operate desktop apps with computer use
What it meansAgents that drive desktop apps can reach legacy tools with no API, but they also widen what a hijacked agent can touch, so check the organisation-level off switch.
Open this finding1 source
2026-10-02
Oct 2, 2026AIU research
Microsoft AI's voice and transcription models arrive on Vercel AI Gateway
What it meansMicrosoft's in-house voice models are now reachable through a multi-provider gateway, which makes them easy to test against other speech and transcription options.
Open this finding1 source
2026-10-01
Oct 1, 2026AIU research5 days left in the Stream
AMD agrees to buy Fei-Fei Li's World Labs for about $8.2bn in stock
What it meansA chipmaker now owns one of the leading 3D world-model labs, so design and robotics tools built on it may end up tied to AMD hardware.
Open this finding1 source
2026-10-01
Oct 1, 2026AIU research5 days left in the Stream
ANYbotics launched Shift to run multi-robot inspection missions and turn findings into work orders
What it meansInspection robots now come with the fleet and maintenance-system plumbing they need to replace manual rounds rather than just add a demo.
Open this finding1 source
2026-10-01
Oct 1, 2026AIU research5 days left in the Stream
US job openings slipped to 7.1 million in August as hiring stayed flat
What it meansA low-hire, low-fire market is the baseline any claim about AI displacing jobs has to be read against.
Open this finding1 source
2026-10-01
Oct 1, 2026AIU research5 days left in the Stream
NVIDIA launches an Open Agent Safety Platform, pairing an open-source runtime with a hardware watchdog
What it meansAgent containment is moving into the infrastructure layer; teams deploying autonomous agents should watch whether OpenShell becomes a de facto runtime boundary.
Open this finding1 source
2026-10-01
Oct 1, 2026AIU research5 days left in the Stream
OpenAI's research chief defends its safety record two months after its agents hacked Hugging Face
What it meansAn 84-day disclosure gap for a breach of a national system is the detail that will shape incident-reporting rules for AI labs.
Open this finding1 source
2026-10-01
Oct 1, 2026AIU research5 days left in the Stream
OpenAI launches GPT-6.1 Sol: near-Astra capability at a fifth of the price
What it meansIf the claim holds, work currently priced at Astra rates could cost a fifth as much, so re-benchmark your coding and agent tasks on Sol.
Open this finding1 source
2026-10-01
Oct 1, 2026AIU research5 days left in the Stream
Pony.ai and Verne began fully driverless robotaxi rides with passengers in Zagreb
What it meansDriverless passenger service has reached a European public road, which brings EU type-approval and liability questions forward.
Open this finding1 source
2026-10-01
Oct 1, 2026AIU research5 days left in the Stream
FDA authorizes Wandercraft's Eve personal exoskeleton for commercial sale
What it meansA personal-use robotic medical device has cleared US regulators, a precedent for other assistive robots seeking approval.
Open this finding1 source
2026-09-05
Sep 5, 2026AIU research
A 350M model taught to emit reliable structured output in 100 GRPO steps
What it meansReliable JSON out of a tiny local model is the cheapest fix for the parsing failures that break agent tool calls.
Open this finding1 source
2026-09-05
Sep 5, 2026AIU research
A practical pattern for giving coding agents a memory you control
What it meansAgent memory is the difference between re-explaining your codebase every session and not — and owning it keeps it portable across tools.
Open this finding1 source
2026-09-05
Sep 5, 2026AIU research
Gemini gains agentic video understanding, with lower token cost
What it meansVideo has been the expensive modality; a cheaper token path makes video-in-the-loop features worth costing out again.
Open this finding1 source
Tell us how we research — the sources, what we watch, and the plan →
157 findings — page 1 of 7