Intelligence on machines that act
Sector
Foundation models, edge inference and decision-making systems — the intelligence layer behind every autonomous machine.
The freight-autonomy leader's Q2 numbers are the clearest window yet into what scaling driverless trucking actually costs — and the two per-mile prices buried in the results are the figures every fleet should be reading.
One measures the world; the other infers it. A decade-long fight over how machines should see has quietly ended in a truce — and the terms of that truce explain most of what's on the roof of a robotaxi.
Driver-optional farm machines are working fields at Level 4 today, years ahead of urban robotaxis. The reason isn't better technology — it's a fundamentally easier problem, and understanding why explains the whole sector.
Kraken Technology's uncrewed surface vessels are heading to the Royal Marines, US Special Operations and — via a Rheinmetall joint venture — the German line. The company's rise is a case study in how maritime autonomy became NATO's fastest-moving procurement story.
While robotaxis fight regulators and humanoids ship in dozens, the least glamorous corner of the sector quietly crossed the line that matters — a million Amazon robots, a billion DHL picks, and a fleet-management layer that has become the real battleground.
NHTSA's exemption for Zoox clears the last federal hurdle to paid rides in a purpose-built robotaxi — days before a California congressman moved to impose the national safety standards the agency has declined to write.
A new joint white paper from ABB Robotics and NVIDIA argues that the next phase of industrial automation will be driven by Physical AI, combining realistic simulation, synthetic data and continuous learning to create robots that can adapt to changing production environments.
Three announcements in roughly 24 hours — DoorDash's Part 135 certificate, Walmart's Florida return and Flytrex's multi-modal play — mark the moment US drone delivery stopped being a pilot programme and started being logistics.
XTEND AI Robotics will list on Nasdaq via a reverse merger with a Florida construction company. The deal says less about one firm's prospects than about what defence autonomy is being paid for in 2026 — an American flag on the factory.
Transport for London has licensed Wayve's camera-only, mapless fleet for Uber rides — putting a homegrown AV champion ahead of Waymo in the capital, and staking the UK's autonomy debut on the riskier of the sector's two philosophies.
The autonomy industry measures everything and discloses almost nothing. That vacuum doesn't stay empty — it gets filled by incident logs, subpoenas and legislation. There is a better option, and aviation found it fifty years ago.
Qualcomm, Microsoft, Magic Leap, and now Agility Robotics — the executive running the West's most-deployed humanoid company has built a career on unfashionable patience. As Digit heads for the public markets, her bet is that reliability beats backflips.
In the space of a fortnight, an American agency barred foreign robots, an Israeli firm bought a US flag for its factory, and a British startup entered German production. Capability used to win the sector. Provenance does now — and buyers need a new scorecard.
Every autonomous fleet on the road today has people in the loop. Understanding the spectrum from remote advice to remote driving — and why the industry blurs it — is essential to reading any operator's safety claims.
The least glamorous autonomy — the camera watching a production line — is having its AI moment. Edge processors, example-trained models and a shift from "detect the defect" to "judge the part" are quietly rewriting factory economics.
Strip the viral numbers out of the humanoid story and what remains is small, verifiable and genuinely encouraging. The industry should stop being embarrassed by its real data — the fantasy figures are the actual liability.
No GPS, no comms, no rescue: polar science has quietly become the proving ground for autonomous underwater vehicles — and the lessons flowing out of Greenland and Antarctica are the same ones navies are paying for.
He won the DARPA challenge, built what became Waymo, then left to bet that the future of autonomy was freight, not taxis. Two decades in, Aurora's driverless trucks are running — and Urmson's long game is finally being marked.
Zero-shot inspection models are replacing hand-tuned vision pipelines that took decades to build. Here's what changes, what doesn't, and what to ask your vendor.
The Autonomy Briefing
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![Aurora plans to deploy its second-generation driverless trucks across its commercial network, which currently encompasses 10 driverless routes throughout the U.S. Sun Belt. [Credit: Aurora]](https://res.cloudinary.com/dhuodddzw/image/upload/v1786100569/Aurora_ad2_jskuom.jpg)
