The robotics industry is having a quiet reckoning about what actually works at scale. Yaniv Sulkes at Hailo argues the future isn't general-purpose humanoids that cost millions and do everything poorl...
The conversation around AI verification has been tilted toward answers. Is this fact correct? Is this summary faithful? These questions mattered when AI was generating text for humans to read. But AI ...
Saturday brought three distinct currents through the tech landscape, and they're pulling in opposite directions. On one side: engineering getting more accessible. On the other: the infrastructure to p...
The gap between an AI agent that works in demos and one that works in production is where most projects fail. This week, developers are sharing the hard-won patterns they've learned by shipping real s...
The conversation at the intersection of AI agents and physical infrastructure has shifted fundamentally. It's no longer about whether agents can work in the real world-it's about what infrastructure t...
Storage is becoming the hidden cost of AI infrastructure. Most teams building with large language models hit the same wall: GPUs sit idle waiting for data to arrive. MinIO's partnership with NVIDIA on...
The robotics industry just crossed a visibility threshold. Humanoid signed production agreements with Bosch and Schaeffler that will see humanoid robots deployed across European manufacturing by end o...
A decade from now, someone will ask: where did the jobs come from when AI automated so much? That question matters now because MIT research published this week shows exactly who has historically fille...
Three threads are weaving together this week: robotics crossing a real threshold, multimodal AI getting faster, and development itself becoming an agentic workflow.
Robot Arms Training on GPU Cluster...
Six major vendors launched enforcement layers for AI agents this week-Devenex, Antigravity, Notion, Claude, OpenAI, and Salesforce. Each shipped a different execution control plane. None shipped the p...
The robotics industry crossed a threshold this week: hardware makers stopped talking about future potential and started shipping units. Faraday Future secured $25 million in fresh funding to deliver 1...
The courts have spoken: Elon Musk's case against OpenAI has been decided on a procedural technicality. A jury ruled unanimously that Musk sued too late-his claims are barred by statutes of limitations...
This week, the boundary between robot demos and production reality blurred dramatically. Sony's table tennis robot, Ace, beat three elite players in head-to-head matches-not because it's faster or str...
When you build a system where multiple AI agents coordinate work, the first instinct is obvious: chain them together, each passing output to the next. It fails almost immediately. The developer who bu...
This week's signal is about systems that actually work in the real world-and the human judgment required to steer them. A $15,000 open-source humanoid called Asimov is now in reach of anyone with a de...
Research integrity just got some teeth. ArXiv announced it will ban authors for a year if they rely entirely on AI to write papers - not banning AI itself, but banning the outsourcing of intellectual ...
Collaborative robots are no longer a niche experiment. North American companies ordered 1,637 cobots in Q1 2026-a 56% surge in units from the same quarter last year. They now represent 18% of all indu...
A 25-year-old engineer built a WhatsApp bot to solve a problem he couldn't admit to himself: he was ignoring his mother. Not out of malice, but bandwidth. She'd send voice notes, he'd blue-check them ...
If you watched this week, you'd think robots had finally arrived. They did. Figure AI ran a 24-hour autonomous sorting livestream with no human intervention. Unitree showed a manned mecha robot that w...
Three specific cloud operations proved too risky to automate. An AI agent removed a security group rule that looked unused-until a partner's traffic failed through a VPC peering connection the agent c...
A week in May where the physical and the commercial collide. Figure's humanoid robots completed a full eight-hour warehouse shift this week-package sorting, autonomous battery swaps, self-diagnostics,...