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Physical AI chip developer SiMa.ai hits $1.45B valuation
The edge computing startup raised a $150 million Series C led by Fidelity and Amplify.
Dreame’s step-climbing X50 Ultra mopping vacuum is hundreds off
It’s been a while since we’ve seen a big price cut on a capable robot vacuum and mop hybrid that can scale over short steps and threshold to hunt messes. Dreame’s X50 Ultra is the model that my colleague Jen recommends for hard floors and carpets, and it’s down to $899.99 at Amazon for Prime members (originally $1,599.99, but commonly around $1,100). It’s actually a bit cheaper ($849.99) directly through Dreame’s site if you have a free account there. Dreame X50 Ultra Where to Buy: $1099.99 $899.99 at Amazon (for Prime members) $1099.99 $849.99 at Dreame (with free account) The X50 Ultra debuted in early 2025, and still made the cut for Jen’s 2026 list of the best robot vacuums, thanks to its huge list of features that are executed well, for the most part. It’s a great vacuum and mop, and its mopping pads extend out, sweeping underneath cabinets and other furniture that sits close to the floor. Also of note is its ability to climb over thresholds up to 6 centimeters (over 2 inches) tal
How to Make Your Own JEV Model from an Open LLM
Turn a small open-source Qwen LLM into a fast, single-pass text classifier by swapping its language-modeling head The post How to Make Your Own JEV Model from an Open LLM appeared first on Towards Data Science.
Your final chance to grab your exhibit table at TechCrunch Disrupt 2026 is Oct. 2
The last day to book your Disrupt 2026 exhibit table is this Friday, October 2 at 11:59 p.m. PT. Secure your exhibit table and get your startup in front of 10,000+ founders, investors and tech leaders at San Francisco's Moscone West on Oct 13-15.
Insuretech Outmarket raises $34.5M just months after prior round
The startup uses AI to automate tedious paperwork for insurance agencies and brokers.
Robonomics on the threshold: Economic autonomy, smart cities, and crypto wallets for humanoids
Economics is both a robotics impetus and a constraint, as systems make deliveries on streets or do chores in households. The post Robonomics on the threshold: Economic autonomy, smart cities, and crypto wallets for humanoids appeared first on The Robot Report.
Supervised Fine-Tuning (SFT)
Let s see how humans teach AI to respondContinue reading on AI Safety Ethics »
AI Found the Kafka Bugs. Which Decisions Are Still Mine?
I recently used AI to review several services that use Kafka.Continue reading on Medium »
Nvidia says its new AI safety platform can contain rogue agents within ‘milliseconds’
Nvidia is launching a new safety platform designed to contain and monitor AI agents, a move that comes in response to a wave of rogue hacking incidents, as reported earlier by Reuters. In an announcement on Monday, Nvidia says its new Open Agent Safety Platform can quarantine agents that attempt to escape their boundaries within "milliseconds." The platform uses Nvidia's OpenShell open-source software, which runs on the company's Vera AI CPU. Users can choose the information an AI agent can access, and OpenShell checks these restrictions before and during a task, according to Nvidia. It also includes Nvidia's Sentry technology on a separate … Read the full story at The Verge.
Raise Robotics to discuss scaling field robots at RoboBusiness
Raise Robotics said attendees will learn a decision rule for allocating engineering capacity and a vocabulary for two hidden failure modes. The post Raise Robotics to discuss scaling field robots at RoboBusiness appeared first on The Robot Report.
Philips’ motion-tracking smart toothbrush uses AI to make you a better brusher
First announced in July with an expected limited launch later this year, the Philips Sonicare Next-Generation DiamondClean 9900 Prestige smart toothbrush is now available in Europe and the US, with a broader global rollout expected in 2027. While the previous iteration is still available and discounted from $429.99, the new "Next-Gen DiamondClean" version is debuting for $379.99 even with its added capabilities. It doesn't floss for you, but it's cheaper than Dyson's $499 CameraJet smart toothbrush that some early adopters are having issues with. The Next-Generation DiamondClean 9900 joins a growing list of devices with built-in displays t … Read the full story at The Verge.
The AI That Learned to Understand Long After It Stopped Trying
A small, strange discovery in machine learning called grokking The post The AI That Learned to Understand Long After It Stopped Trying appeared first on Towards Data Science.