user: Create a list of new inventions from 2022, if there were any new inventions. When compiling this list, do not include new products that are part of a product line, such as new models of the iPhone, computers, etc. Instead, only include the most original new inventions.

assistant: Here are some new inventions from 2022:

Scale AI: Security and crisis management

The software company Scale AI made its way into Time magazine’s top 200 inventions of 2022 for its ability to assess war damage. The machine learning tool created by Scale AI uses commercial satellite imagery and provides humanitarian organizations with geotags (geographical markers for photos and images) of affected areas so that they can reach those in need of help.
Opteev’s ViraWarn: Disease prevention 

Health safety company Oteev released their virus detection tool ViraWarn this year at the annual trade show CES. It is a tabletop device that detects the presence of respiratory viruses inside a closed space. ViraWarn consists of a silk-based biosensor that attracts the electrical discharge of respiratory viruses. If a respiratory virus is found, the LED lights on the device are activated, and an alarm is played to alert people of the virus’ presence. ViraWarn can detect COVID-19, flu and other airborne viruses present inside closed quarters. 
Intuition Robotics’ ElliQ: Elderly care

Another entry from Time magazine’s list is ElliQ, an elderly care AI that is like a companion for the elderly. The AI takes them through guided workout sessions and meditation routines. It holds conversations with the elderly, helps them remember important events and tells them when they are running out of food. Based on the permissions set by the user, ElliQ can also give family members updates on the elderly person’s health and general well-being.
Group 14’s silicon battery technology: Electric vehicle technology

The battery storage tech company Group 14 Technologies released SCC55, the next iteration of their silicon battery technology this year. SCC55 is a silicon-carbon material that converts traditional lithium-ion batteries (like the ones used in electric cars) into high-performance, fast-charging silicon batteries. Using SCC55 batteries has been proven to give electric vehicles (EVs) a 25% energy boost.
GAF Energy’s Timberline Solar shingles: Green energy 

GAF Energy’s Timberline Solar shingles received a spot on Popular Science’s top 100 Best of What’s New 2022 list. Timberline Solar shingles are made up of solar panels meant to provide electricity to a house. What makes Timberline Solar shingles so special is that these can be mounted onto your house just like traditional roofing. These are a discreet alternative to the clunky rack-mounted solar panels that we have seen so far. This technology has the potential to increase solar panel adoption in the U.S. by 10%. 
Hai’s Bluetooth showerhead: Household appliances

Another entry on Popular Science’s list was Hai’s smart Bluetooth showerhead. The developers of Hai understand that people often leave the shower on and wander off to do other things while waiting for hot water. And so, Hai provides an LED light that turns on when the shower is warm and ready to get into. It also sends you push notifications on your smartphone if you are too far away to see the light. The best part? You don’t need a professional to put in the showerhead for you. All you have to do is unscrew your old showerhead and replace it with Hai’s to receive a smarter showering experience. 
Movano’s smart ring: Health and fitness technology

Another device that made its debut at CES 2022 was the Movano smart ring. A replacement to the smartwatch many of us sport today, the Movano smart ring does all the things your typical smartwatch would do (like tracking sleep and activity metrics). The ring is yet to make its way to the market but the initial study reveals that it is doing a pretty good job of tracking blood oxygen levels (SPO2).

user: - How does Scale AI's machine learning tool assess war damage using satellite imagery? What machine learning techniques does it use?
- How does Opteev's ViraWarn detect respiratory viruses? What is the silk-based biosensor and how does it work?
- What are the main features and capabilities of Intuition Robotics' ElliQ? How does it help the elderly?
- What is special about Group 14 Technologies' SCC55 silicon-carbon material? How does it improve electric vehicle batteries?
- What makes GAF Energy's Timberline Solar shingles different from traditional solar panels? What are the potential benefits of using them?
- What features does Hai's Bluetooth showerhead have? How does it provide a smarter showering experience?
- What metrics does Movano's smart ring track? How does it track blood oxygen levels? What are the potential benefits of using a smart ring instead of a smartwatch?

assistant: 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.