GoKawiil
Tech News
Apple has published a new study introducing SimpleDesign, an AI model that generates protein sequences and their 3D structures together in one process rather than sequentially. It builds on Apple's earlier SimpleFold work, which used flow matching paired with general-purpose Transformer blocks to predict protein structures from amino acid sequences more efficiently than models like AlphaFold.
Google has expanded access to its Lyria 3.5 music generation model beyond Flow Music, launching it in the Gemini app and Gemini API. The rollout adds new features like short and long track options, genre templates, and vocal versus instrumental selection, with developers also gaining access via Google AI Studio and Google Vids.
Diesel prices in the United States climbed to an unprecedented average of $5.85 a gallon on Friday, driven by disruptions to global fuel supplies stemming from the six-month conflict with Iran. Regular gasoline also rose, averaging $4.15 a gallon, though still below its 2022 record, according to AAA data.
Ugreen has released the MagFlow Pro Magnetic Power Bank, a $149.99 10,000mAh device it calls the first liquid-cooled power bank with wireless charging. A small pump circulates coolant past a copper foil layer to pull heat away from its Qi2.2 wireless coil, visible through a window on the front, while a lanyard-integrated USB-C cable and separate USB-C port allow wired charging of extra devices.
CrowdStrike says the China-linked group OVERCAST PANDA physically entered hotel rooms of executives attending an agricultural conference on Hainan Island between March and May 2026, booting their unattended laptops from a USB drive to install the FlowCloud backdoor while the victims were at dinner. No phishing, credential theft, or network intrusion was involved—the attackers relied entirely on physical access to unlocked, unattended devices. CrowdStrike's OverWatch team detected and disrupted the intrusions and expects the group to keep using this method.
Lenovo debuted Project AeroBlade, a concept 14-inch laptop under 10mm thick and weighing less than 830g, built with a magnesium-aluminum chassis. The device uses a new solid-state cooling system called 'Active Flow' instead of fans, and it packs an Intel processor, Thunderbolt 4, Wi-Fi 7 and an OLED screen. Lenovo has not shared pricing or release plans, as this remains a proof-of-concept design.
At IFA Berlin 2026, Lenovo showed off Project AeroBlade, a concept laptop that replaces traditional fans and heatsinks with Frore Systems' AirJet Mini air-pressure cooling modules. The design uses four embedded AirJet units to push high-speed air across a copper base to dissipate CPU heat, enabling a thinner chassis, quieter operation, and room for a larger battery. Lenovo is the first PC maker to demonstrate the technology, though the partnership with Frore is not exclusive.
At IFA 2026, Flowtica introduced the Verso, a $299 AI companion device that magnetically attaches to phones and other surfaces via MagSafe. It features a 259ppi e-paper touchscreen showing meeting summaries, calendars, and action items directly on the device, along with four MEMS microphones plus a bone-conduction mic for capturing voice up to 5 meters away. The device offers 64GB storage, up to 72 hours of battery life, and ships in Q4 2026.
Narwal debuted the Freo 20 Edge at IFA 2026, a $799.99 robot vacuum that keeps the 31,000Pa suction and FlowWash track-mopping system from its pricier $1,099.99 Freo 20 sibling. To hit the lower price, Narwal swapped the flagship's dual RGB cameras and 300-plus object recognition for hidden dToF LiDAR and structured-light sensing that still identifies over 150 object types. Narwal also introduced the lightweight V50 Cube and new flagship wet-and-dry vacuum models at the same event.
Narwal unveiled a new robot vacuum and mop lineup at IFA Berlin 2026, extending its FlowWash mopping system from the flagship Flow series down to more affordable models like the Freo 20 and Freo 20 Edge. FlowWash uses a flat microfiber roller, 16 angled hot-water nozzles, and a scraper to continuously clean the mop while removing dried stains, delivering 12 newtons of downward pressure. The Freo 20 also adds 31,000 pascals of suction, dual RGB cameras, and AI recognition of over 300 household objects.
Anker has unveiled SleepLab, a bedside speaker that uses 60GHz millimeter-wave radar to monitor heart rate and breathing without requiring a wearable device. Over roughly a month of use, it learns which combinations of binaural beats and ambient lighting help the user relax and stay asleep, operating standalone without a phone or subscription. The device can be reserved for $1, with the radar-equipped Pro model priced at $269.99 and a non-radar version at $169.99.
A technical review examines the ferrocyanide/ferricyanide redox couple, prized in flow batteries for its stability, kinetics and solubility, and asks why no one has built a symmetric flow battery using it on both electrodes. The piece explains that ferrocyanide reacts with heavy metal cations like zinc or iron to form insoluble Prussian blue compounds, blocking the metal-plating side of such a design, and notes that even chelation workarounds using pyrophosphates lead to poor long-term cycling stability, as shown by degradation data after 100 cycles.