Dreame L10s Pro Ultra Hits $349 Deal
Dreame’s self-cleaning miracle just landed at a steal price: $349.98, nearly $950 off its original list price. The Dreame L10s Pro Ultra is not just a vacuum—it’s a self-maintaining cleaning system. The dock washes mops with hot water, dries them with hot air, and automatically dispenses cleaning so
What we’re watching next in industrial
ROI is finally catching up with the hype: cobots are moving from flashy demos to real deployments with paybacks clustered around a year and a half. The industry has learned a hard lesson since the first “seamless integration” claims. A brass-tacked look at what’s actually been deployed shows that th
REI Member Days: Major Outdoor Deals
REI’s Member Days kick off with big outdoor deals—exclusive to members. The two-week shopping event is in full swing, running through Monday, March 23, and it’s built to lure gear-inclined shoppers into paying for a membership up front. The perk-heavy structure is clear: the co‑op charges $30 for a
What we’re watching next in ai-ml
The AI benchmarking boom just hit escape velocity. The trio of sources paints a single, persistent narrative: the field is pivoting from chasing ever-bigger models to building credible, reproducible, and cost-aware evaluation ecosystems. ArXiv’s recent AI listings show a torrent of new work across s
Ethnography Redraws Medical Tech for Robots
Ethnography just proved hospital robots need a human touch. A few weeks ago at the MIT Museum, 21A.311, The Social Lives of Medical Objects, was not about flashy prototypes but about the stubborn realities devices face in heat, humidity, and everyday use. Amy Moran-Thomas, an anthropologist guiding
What we’re watching next in china
Beijing’s push to localize robotics is now targeting the parts, not just the assembled robots. China’s policy drumbeat on robotics is quiet but persistent: regulators want domestic supply chains that can withstand import shocks, and they’re nudging both state-backed funds and private players toward
AI & Machine Learning
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OpenAI bets on autonomous AI researcher by 2028
OpenAI plans to replace some of the drama of discovery with an autonomous AI researcher, shipping a first “research intern” by September and aiming for a fully automated multi-agent system by 2028. The plan, laid out in a rare glimpse into the company’s long-range ambitions, is less about a single m
OpenAI bets on a fully automated researcher
OpenAI aims to deploy a fully autonomous AI researcher by September. OpenAI’s bold north-star plan envisions an autonomous AI research intern that can tackle a handful of defined problems, an early precursor to a fully automated multi-agent system slated for 2028. In a rare window into the company’s
Industrial Robotics
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Remanufacturing Gets an Automation Makeover
Automation is turning waste into value in remanufacturing. The quiet shift sweeping through remanufacturers isn’t about chasing new product volumes; it’s about extending lifecycles with smart automation that disassembles, tests, sorts, and reassembles with a precision the original makers rarely clai
Allient Bets on Compact, Integrated Drives for AMRs
Allient’s latest offering for mobile robots is aiming to rewrite the math on intralogistics deployments: integrated, compact drives built specifically for AGVs and AMRs, unveiled at LogiMAT 2026 in Stuttgart. The company’s new drive systems fuse motors and gearboxes into a wheel-hub-ready package, d
Fanuc and Nvidia Unite to AI-Drive Factories
Fanuc and Nvidia just turned on a smart factory partnership that aims to fuse industrial robotics with real-time AI compute and simulation. On March 20, 2026, Fanuc announced a strategic collaboration with Nvidia to accelerate what the spin doctors are calling “physical AI” in manufacturing. The dea
Humanoids
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Production-Scale Physical AI Takes the Stage
Physical AI is here—robots on the factory floor finally flex. NVIDIA headlined a bold push at GTC 2026, unveiling a concerted push to turn AI intelligence into practical, scalable robot fleets. CEO Jensen Huang framed the moment as a turning point for industry, saying that “Physical AI has arrived—e
Untitled
I can’t write a humanoid-focused desk brief from this source. The MIT article is about public health and community co-design, not humanoid robotics, so it wouldn’t meet the domain and signature requirements for a humanoids piece. Here are options to move forward:
ENIAC 80: The Computer That Built Humanoids
A 30-ton machine named ENIAC launched a computing revolution. Engineering documentation shows ENIAC—the Electronic Numerical Integrator and Computer—was publicly demonstrated for the first time on February 15, 1946, at the Moore School of Electrical Engineering, University of Pennsylvania. The demo
Blueprint Emerges: Humanoids Ready for Production
The blueprint for turning humanoids from demos into production just landed. A new whitepaper from Wiley KnowledgeHub distills years of R&D into a production-oriented playbook for humanoid robotics. Engineering documentation shows motion control remains the hardest unsolved problem—real-time models,
Consumer Tech
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Apple flirted with Halide to upgrade its Camera app—and then walked away
Apple flirted with Halide to upgrade its Camera app—and then walked away. In the summer of 2025, the iPhone maker held acquisition talks with Lux Optics—the small team behind the Halide camera app and related software—only to pull back in September, according to reporting summarized by Engadget from
Dreame L10s Pro Ultra: Massive $1K Discount
Dreame’s self-cleaning L10s Pro Ultra is nearly $1,000 off. The Verge reports that Amazon’s Big Spring Sale is already delivering aggressive deals on robot vacuums, with the Dreame L10s Pro Ultra leading the pack at $349.98, down from $1,299.99. The price is matched at Best Buy and directly from Dre
Apple eyed Halide to upgrade camera app
Apple nearly bought Halide to power its camera app. The talks with Lux Optics, the studio behind Halide, unfolded in the summer of 2025 as Apple chased a software edge to match expected hardware upgrades. The deal reportedly fell apart by September of that year, a setback that left Apple to pursue i
Windows Copilot pulled from apps, taskbar move option
Microsoft is yanking Copilot from core Windows apps and letting you move the taskbar. In a long blog post titled “Our commitment to Windows quality,” Pavan Davuluri, the executive vice president of Windows and Devices, signaled a sharp pivot after months of user feedback. The company says Insiders w
China Robotics & AI
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Lobster AI Goes Edge: Tencent and ModelBest
Lobster AI just went from lab to factory floor. Tencent’s QClaw has shed its invitation-only badge and entered open public beta, turning a glossy concept of a “digital version of yourself” into a practical desktop assistant. It can summarize chats, draft replies, schedule meetings, and generate docu
Horizon Robotics Surges on ADAS Growth
Horizon Robotics shipped over 4 million ADAS chipsets in 2025. Horizon reported its full-year results on March 19, showing a blockbuster year: revenue of $546 million, up 57.7% from 2024, with gross profit of $353 million and a robust gross margin of 64.5%. The automotive segment margin stood at 67.
SynapX nets $50M seed in two months
Two months after founding, SynapX closed a seed round near $50 million, underscoring China’s appetite for frontier AI hardware startups that promise to blend embodied intelligence with real-world automation. The Beijing-area startup, launched in January 2026 by Du Dalong—an early Horizon Robotics em
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