1. Scale annotates large areas through human-machine teaming. After imagery ingestion, machine learning data curation separates out areas without structures. The remaining areas are annotated by human labelers using smart annotation tools, programmatic checks and quality sampling to meet statistical confidence goals. Because of the difficulty of placing precise polygons in dense urban areas, Scale created an auto-segment polygon tool. This tool allows labelers to place a bounding box over an area with a building and leverages machine learning to transform that bounding box into a precise polygon covering the building’s rooftop. Finally, all buildings receive a damage assessment on a three-point scale: No damage, damaged, or destroyed. 

2. Owing to its unique combined features of electronic properties, capability to be processed into diverse morphologies, programmable biodegradation, noninflammatory degradation products, and ability to be transformed into intrinsically nitrogen-doped (N-doped) carbon materials, silkworm silk has attracted extensive research interest in high technology applications, such as the silk-based biosensor ViraWarn. According to Opteev, the handheld Freedom COVID breath analyzer can test for COVID-19, influenza, and RSV in five seconds. It works using a silk-based biosensor that attracts the electrical discharge of respiratory viruses. An artificial intelligence processor filters out inaccuracies.

3. ElliQ, the empathetic care companion by Intuition Robotics, establishes a long term relationship with its older adult users, unlocking unprecedented continuous engagement to promote a more active and connected lifestyle through ElliQ. Features include: Companionship and Entertainment (including Conversation, News, Inspirational quotes, Weather, Interesting facts, Sports updates, Music, Holiday celebrations, Jokes, and Games), Health and Wellness (including Daily check-ins, Tracking of measurements, Set and track your wellness goals, Physical activity videos, Assessment of general health, sleep, pain, anxiety, depression, Cognitive games, Mindfulness, stress reduction, and breathing activities), Connection to Loved ones (including Messaging with loved ones, Notifying loved ones on health matters, Video calls, Connected picture frame, Memory sharing, Digital greeting cards) and general assistance with daily activities. 

4. SCC55 has five times the capacity and affords up to 50% more energy density than conventional graphite for Lithium battery anodes.  Its unique hard carbon-based scaffolding keeps silicon in the most ideal form – amorphous, nano-sized, and carbon-encased.

5. The main difference is that Timberline Solar is made up of shingles, not panels or heavy tiles. These roof shingles are covered for a lifetime (50 years). GAF HDZ shingles also protect your home against algae for 10 years. Maximum wind protection for Timberline HDZ roof shingles alone are 130 mph if roof shingles are installed correctly. Instead of having an extra object on the roof, the actual roof can be a solar panel. This is also just more elegant if you consider the aesthetics of it. 

6. The Hai Bluetooth-enabled sprayer connects to an app that tells you how much water you’re using, how long your showers last, and when the water is the perfect temperature. 

7. It can measure heart rate, blood-oxygen, skin temperature variability, steps, calories, sleep, period and ovulation tracking, and more. The ring measures blood oxygen, or SpO2, via red and infrared LED sensors that shine light into a wearer's finger and use the reflections that bounce back to estimate how much oxygen is in the blood. There are many factors to consider when deciding smart ring or watch, but one advantage is that smart rings tend to last longer than smartwatches.
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