AI helping to harness the Polish sun.

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The solutions of two Polish startups dealing with the use of artificial intelligence may contribute to faster development of solar energy. One of them was used to build the largest photovoltaic farm in Poland.

The solutions of two Polish companies – AI Clearing and Sunmetric can be (or even already are) used for photovoltaic installations of various sizes. The AI ​​technology of the first of these startups is, for example, used in the construction of the country’s largest solar power plant. It is being built on an area of ​​100 ha in the Budzew commune, in a place where a brown coal mine previously operated. The AI ​​Clearing platform analyzes data, such as photos, from drones on an ongoing basis and compares them with construction documentation, thanks to which you can quickly have access to data on the progress of construction works and their compliance with the schedule or project. This technology can be successfully used in other structures, e.g. in the construction of roads or gas pipelines.

The solution of the second startup, Sunmetric, is intended mainly for cities and municipalities. Its task is to optimize the development of smaller photovoltaic installations. It is able to provide the data necessary for installers, such as the surface of the roofs, the angle of their inclination, and the level of sunlight. The data is collected, as in the previous case, on the basis of photos that are analyzed by artificial intelligence and help in the development of photovoltaic systems.

Reinforcement learning by Boston Dynamic

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Robot legs called Cassie have become one of the new R&D project of Boston Dynamic next to spot, atlas and other fantastic creations. Two-legged robot learned a range of movement from scratch including crouching with a load

Despite the multiple simulations in virtual environments the transfer the models into the real world is a bit tricky, small differences of for example friction can trip over the robot due to the lacking data from simulation. when a robot tries to apply what it has learned. A heavy two-legged robot can lose balance and fall if its movements are even a tiny bit off.

In this case Boston dynamics applied double simulation where the Cassie learned from the virtual and real environment. The data collected from the real world was transferred to environment called SimMechanics that mirrors real-world physics with high degree of accuracy

The real Cassie was able to walk using the model learned in simulation without any extra fine-tuning. It could walk across rough and slippery terrain, carry unexpected loads, and recover from being pushed. During testing, Cassie also damaged two motors in its right leg but was able to adjust its movements to compensate.

Refference:

https://www.technologyreview.com/2021/04/08/1022176/boston-dynamics-cassie-robot-walk-reinforcement-learning-ai/

Rising of SENSEI the Lisbon future of retail

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Sensei is the rising star that plans to offer the same autonomous store technology to other retailers. The company which is based in Lisbon has secured a seed round of $6.5 million. Seaya Ventures, Iberis Capital and 200M Fund took participation in funding.

The startup plans to set up more stores and invest in their R&D. Its platform uses a mix of cameras, sensors, and Computer Vision ML to automate stores, both new and existing. The platform is aimed at retailers can manage inventory in real-time and also collect data about how the stores are used by customers.

Sensei’s CEO, Vasco Portugal, stated: “Sensei’s technology will help level the playing field for retailers to compete against digital giants such as Amazon. We aim to enhance the familiar and enjoyable customer shopping experience, making it seamless, convenient, and safe.”

The rasing of such startups became even sharper since the pandemic, as the advantages of such stores became even more clear. Given the fact, that Amazon has already been selling its facilities to other retailers, we can now observe the formation of the new market.

Sources

https://europeanstartups.co/

https://www.sensei.tech/company

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Apple vs Spotify. App Store antitrust violations

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Recently, the EU Commission preliminary stated that Apple with its App Store commission on mandatory in-app purchase system (IAP) and anti-steering provisions, which prevent users from being informed about alternatives, distorts the competition. Now Apple has 12 weeks for official response.

What is IAP?

IAp or in-app purchase system is the element of an App Store application with which user/customer is able to make an in-app transaction to buy a subscription or any stuff inside an app. For that kind of utility, Apple charges about 30% of the initial price.

Why is that important?

You may say that Apple has created their marketplace platform on their iOS. This marketplace is again on their Iphones or IPads. Hereby they are the ones who can charge apps such a price and, as Fortnite case showed us, you will be absolutely right. At the same time there is one but. Apple owns Apple Music. With that argument, Spotify claims that they have unfair price advantage as they can charge customer 30% less and earn the same amount of profits or they can pay more to the musicians. This actually happens as Apple pays $0.0076 per stream while Spotify pays in the range of $0.0026-0.0049.

What is anti-steering provisions?

Basically, anti-steering provisions is the tool that limits the ability of app developers to inform users about alternative purchasing possibilities outside apps.

The influence of the feature

We know that Apple cuts 30% from in-app transactions. The logical behavior of the developer is to offer a purchase outside the app, which is allowed by App Store rules. Nonetheless, it is really a burden to inform a user about such possibility as there are restrictions on that notion.

Back to the Case

In response to Commission’s allegation Apple stated that at this timeframe Spotify leads the market of music streaming and 99% of their users have no connection to IAP. Moreover, they have said that Apple charges only 15% of Spotify subscription. They have also added that Spotify wants all the benefits of Apple’s marketplace and does not want to pay a penny for that which is unfair competition.

Below you can see how Spotify’s founder, Daniel Ek reacted to Antitrust case

Aftertaste

Apple has been struggling with antitrust cases for a while now. All of the proceedings by now have been won by Apple. However, if only once in a blue moon they are punished it will lead to even more allegations towards Apple monopoly. In that case, Apple will lose tons of reputation and money earned on commission.

Sources:

https://www.businessofapps.com/data/apple-music-statistics/

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Air-cleaning vehicle

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Last week Chinese car manufacturer company IM Motors announced a launch of a new product – an air-cleaning electric vehicle. The startup is backed by tech-giant Alibaba. 

The new “Airo” concept is based on an idea to produce a car that would clean the air during riding. The company plans to sell this type of car in 2023. Moreover, the car was designed for self-driving, inside the seats are put infant each other with the table between. The space inside the car can also be used as a bedroom. 

When the designer was asked about the design of the car, he answered “designed to simultaneously address the global space shortage, Airo is also a multi-functional room with extra space for dining, working, gaming or even sleeping.”

The plan is ambitious. The company has to create a technology that would enable a full self-driving mode without the need for human supervising. Also, the cleaning-air technology might be challenging. The time will show whether it is only an ambitious, unrealistic project or whether it is the world-transforming idea that will shape the future. 

Bibliography:

https://www.autocarpro.in/news-international/aircleaning-electric-car-to-go-into-production-in-2023-79045

https://www.autocar.co.uk/car-news/new-cars/im-motors-airo-new-routemaster-designer-creates-air-cleaning-ev

SpaceX launches 60 Starlink broadband satellites into orbit

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source: Fox news

SpaceX launched 60 Starlink satellites to orbit from Cape Canaveral, Florida, Wednesday night time.

The Falcon 9 rocket launched from the Area Launch at 12 a.m. ET and minutes later the rocket’s first stage landed on a drone ship named “Simply Learn the Directions” off the coast of Florida, Area.com reported.

The satellites deployed round 180 miles above the Earth, based on Spaceflightnow.com, which reported SpaceX has now launched greater than 1,500 satellites into orbit, the launch marked the corporate’s Twenty fifth batch of broadband satellites blasted into house.

Final week, SpaceX launched 4 astronauts from Cape Canaveral headed for the Worldwide Area Station. It was the corporate’s third flight crew in lower than a year.

Source: https://www.foxnews.com/science/spacex-launches-25th-batch-of-starlink-broadband-satellites-into-orbit-from-cape-canaveral-wednesday-night

AI Breaking into the Cannabis-Tech Industry

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source: https://hackernoon.com/how-is-ai-disrupting-the-cannabis-tech-industry-bxv35di?supply=rss

Up until now, 36 states and 4 territories have legalised marijuana for medical usages throughout the US. The CBD industry has been growing at a fast pace with gross sales growing from USD 0.5 billion in 2018 to a predicted USD 1.9 billion by 2022. That would be a large 280% growth in gross sales.

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Supply: Statista

With USD 2.8 billion in valuation in 2020, the CBD market is expected to develop at a compound annual progress price (CAGR) of 21.2% from 2021 to 2028. The never stopping legalisation of medical CBD and the growing consciousness relating to it, is opening up alternatives for the industry. Additionally, main innovators within the scientific, biotech, and pharmaceutical sectors are on the lookout for methods to be a part of early market growth.

The Need of AI

AI improved many industries, and CBD isn’t any different from them. From monitoring of planting and harvesting plants, categorising strains and calculating the supply chains and growing advertising, AI could improve many aspects of the cannabinol business.

Implementation

During last years, many producers have introduced AI and machine-learning solutions for their internal processes, mostly focusing on decision making of choosing the right seeds and monitoring environmental situations for optimal progress of the crops. With extra developments in know-how, we’d quickly see robots doing human work and extra importantly with extra accuracy. AI-driven farm bots aren’t a science fiction imaginary thought anymore – they’re an actual factor right this moment.

Robots, at the moment moment, can map out the optimal spacing wanted for correct plant progress, determine and take away the low-quality seeds, and likewise measure values of farms for optimising yield. AI-enabled drones with cameras can calculate the expansion price of the crops by taking and analysing real-time photos. Even harvesting may be automated.

Production and packaging can be also automated, this leads to omitting human-related mistakes, saves on money, time and makes the whole business run more smoothly.

Conclusion

The demand for CBD products are growing through the years as a consequence of their potential well being advantages. Whereas CBD can be utilised for the treatment of Multiple Sclerosis, cannabinol medications are appearing as a potential cure for PTSD. Assembly these calls for is essential for good enterprise and it’s clear that synthetic intelligence helps corporations attaining the identical.

source: https://hackernoon.com/how-is-ai-disrupting-the-cannabis-tech-industry-bxv35di?supply=rss

Ethiopia introduces nationwide blockchain into their education system

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Cardano uruchamia krajowy system identyfikacji oparty na Blockchain w  Etiopii |

The Ethiopian government has decided to collaborate with the cryptocurrency and blockchain development company, IOHK. The founder of the company, Charles Hoskinson, is the creator of one of the top cryptocurrencies in the world – Cardano, and the co-creator of Ethereum which is another such cryptocurrency. The partnership involves IOHK developing a new identification system for 5 million students and over 700,000 teachers with the use of blockchain.

Blockchain being a decentralized system where the users are anonymous is the main feature used for the digital verification. It will be used for storing student’s information like their personal data, score card, educational performance, behavior, etc. It will be tamper-proof, so students can’t falsify their data, and employers will be able to with confidence check a person’s educational records. Additionally, this being a decentralized system, the employer has no need for a middle-man to check for the records and instead access them right away.

Having stored all student’s data, it will then be used by the government to analyse the location and the cause of educational under-achievement. Using AI the records would also be used for analytics in order to provide the students with a personalized learning experience where the curriculum is flexible and adjusts based on a student’s needs.

This technology has much more potential and future plans. In the capital city of Ethiopia, there have already been tests of utilizing a blockchain approach to public transportation ticketing system. Additionally, it can be used in healthcare and public services. The people developing this say that the way blockchain is used will be revolutionized, thus digitizing the world further. The Minister of Education in Ethiopia says it will “make the nation’s education provision more dynamic.” The government has plans to modernize the country and make sure the people living in rural areas aren’t excluded. The transformation is meant to be implemented by 2025.

Sources:

https://news.bitcoin.com/ethiopia-links-up-with-cardano-creator-to-launch-the-countrys-biggest-blockchain-deployment-yet/

Computer vision Facebook research

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Machine learning is able to do many things as long as we have data to teach our model. Because of this, researchers are trying to make algorithms smarter and smarter and no longer need so much information to learn. Facebook as a huge collection of images is the perfect place to do research on this topic and improve algorithms. The main goal of the research is to teach the algorithm, so that the computer vision becomes self-steering, so to speak.

source: Facebook

Semi-supervised learning is not all that easy because at the current stage of development, algorithms can fill in data gaps by extracting information only from training sets. While this is fairly easy for text analysis, it is much more difficult for images and video. This is due to the fact that text is quite repetitive. Sentence structure and words are repetitive. In contrast, objects seen in images are much more varied. Other colors, objects, and surroundings are much more difficult to recognize than text. While this is not an easy task, the investigators have shown that it is possible and produces very visible results.

Facebook Ai

The DINO system is able to learn to find interesting objects in videos depicting people, animals and objects quite well without any labelled data. It achieves this by treating the video not as a sequence of images to be analyzed one by one. By paying attention to the middle and end of the video, as well as the beginning, the agent can get a sense of things like “an object with this general shape goes from left to right.” This information is used in other knowledge, e.g. when the object on the right overlaps the first object, the system knows that they are not the same thing, they are just touching each other in those frames. This knowledge in turn can be applied to other situations. In other words, the system develops a basic sense of visual meaning and does so with very little training on new objects.

https://www.digitaltrends.com/features/facebook-ai-image-recognition/

How artificial intelligence is shaping religion in the 21st century

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AI is fully embedded in everyday life and all areas of existence. Every day, our every choice about the ordered food or the post we liked in the social. the network affects the subsequent, progress has not spared religion either.

Muslims are delighted with apps like Muslim Pro, showing prayer times and sending notifications for sunset and sunrise. The Japanese have created a robot priest performing Buddhist rituals that cost 3 times less than human services.

Faith leaders are increasingly concerned with building humanoid machines, but the relationship between technology and religion has not always been smooth.

The fight against “machines” is divided into three stages: rejection, acceptance and adaptation. Due to the rapid development of technological progress, the initial negative reaction turns into support for the mainstream.

For example, a 400-year-old temple in Kyoto has a new priest named Mindar. Like other worshipers, he reads sermons and communicates with parishioners, although he has some features, such as a silicone metal case and the price of its exploitation (“services”) in a million dollars.


Mindar’s metal skeleton is naked and I think this is an interesting choice – its creator, Hiroshi Ishiguro, is not trying to make something that looks completely human.

Natasha Heller, assistant professor of Chinese religions at the University of
Virginia.


This statement provides a variety of technological influences on religious culture. Some believe that AI can interest the heavenly people, taking into account their interests and will become an object of worship itself, such as Anthony Lewandowski, who initiated a major lawsuit Uber / Waymo, which founded the first AI church called “Path of the Future.”

Others think that people tend to find their similarity in everything and the subsequent created machines will themselves determine their belonging to the culture, telling about their views and new possible religious visions.


Sources:

https://www.cnbc.com/2018/05/11/how-artificial-intelligence-is-shaping-religion-in-the-21st-century.html
https://www.vox.com/future-perfect/2019/9/9/20851753/ai-religion-robot-priest-mindar-buddhism-christianity

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