Monthly Archives: January 2023

Bin-e: Revolutionizing Waste Management

Reading Time: 3 minutes
Bine

Waste management has always been a challenge for cities and communities all over the world. From overflowing landfills to inefficient collection and sorting processes, it has been a persistent issue that requires an innovative solution. This is where Bin-e comes in.

Bin-e is a smart waste management system that uses artificial intelligence and robotics to automate the waste collection and sorting process. Its aim is to revolutionize the way waste is managed, making it more efficient, effective, and environmentally friendly. The Bin-e system consists of smart bins that are placed in public areas. These bins use advanced sensors and cameras to identify and sort different types of waste, such as recyclable materials, organic waste, and hazardous waste. Once the waste has been sorted, it is automatically stored in separate compartments within the bin, ready for collection and further processing.

One of the key benefits of the Bin-e system is its ability to significantly reduce the amount of waste that ends up in landfills. By automating the sorting process, Bin-e ensures that recyclable materials are properly separated from other types of waste, increasing the chances of them being recycled and reused. Furthermore Bin-e also helps to make the waste collection and management process more efficient. By using smart sensors and cameras, it is able to track the level of waste in each bin and alert waste management companies when it needs to be emptied. This helps to minimize the need for manual waste collection, reducing the carbon footprint of the waste management process and improving overall efficiency. Moreover, by automating the waste collection and management process, Bin-e can reduce the costs associated with manual waste collection and processing. Additionally, by increasing the recycling rates of materials, it can also generate additional revenue through the sale of recyclable materials.

divider

One of the biggest challenges facing Bin-e is the need for a significant investment in infrastructure and technology. Bin-e requires the installation of smart bins and sensors in public areas, as well as the development of sophisticated algorithms to sort and process waste. Therefore significant upfront investment is essential, which may prove to be a barrier for some communities. Another challenge facing Bin-e is public acceptance. Some people may be hesitant to adopt a new waste management system that uses artificial intelligence and robotics. It will be important for Bin-e to communicate the benefits of its system and to educate the public about how it works in order to overcome this challenge.

Despite these challenges, Bin-e has the potential to revolutionize the way waste is managed and to significantly improve the environmental and economic sustainability of communities. By automating the waste collection and sorting process, Bin-e offers a comprehensive solution to the challenges of waste management and provides a clear path towards a more sustainable future.

In conclusion, Bin-e is an innovative and promising solution to the challenges of waste management. Its ability to increase efficiency, reduce waste in landfills, and improve public awareness about waste reduction and recycling make it a valuable addition to any community. While there are challenges to overcome, the potential benefits of Bin-e make it a technology worth investing in and exploring further.

Sources:

https://bine.world

https://internetofbusiness.com/smart-bin-bin-e-recycling/

What is ChatGPT? How it was created?

Reading Time: < 1 minute

ChatGPT is an AI-powered language model developed by OpenAI, a research organization focused on creating artificial intelligence technology that benefits humanity. It is a conversational AI model that uses deep learning algorithms to generate human-like responses to text input. It is based on the GPT (Generative Pre-trained Transformer) architecture, which is one of the largest language models developed to date.

The creation of ChatGPT was the result of several years of research and development in the field of natural language processing (NLP) and machine learning. OpenAI’s goal was to build a language model that could understand and generate text in a way that mimics human language. To achieve this, they trained the model on a massive dataset of text from the internet, which included everything from news articles and books to social media posts and online forums.

Once the model was trained, it was fine-tuned for specific applications such as customer service, language translation, and information retrieval. The fine-tuning process involved adjusting the model’s parameters to better fit the specific requirements of each task. As a result, ChatGPT has become one of the most versatile and widely used conversational AI models in the world, used by businesses and organizations in a wide range of industries.

In conclusion, ChatGPT is a cutting-edge AI language model that is capable of generating human-like text based on a deep understanding of the underlying meaning of the input. It is a result of years of research and development in the field of NLP and machine learning and is a testament to the power of AI to revolutionize the way we interact with technology.

https://chat.openai.com

GeForce Now new approach to gaming

Reading Time: 2 minutes

GeForce Now is a cloud gaming service developed and maintained by NVIDIA. It allows users to play their favorite PC games on any device with internet access, including Macs, PCs, and Shield devices.

One of the biggest advantages of using GeForce Now is the ability to play games on devices that would not normally be capable of running them.

Most of the new games are requiring very expensive computer sets that most of us don’t have. For example, a MacBook Air or a low-end Windows PC would not be able to run the latest AAA games, but with GeForce Now, users can play those games at high settings and with smooth performance.

Another advantage of using GeForce Now is the convenience of having all of your games in one place. Rather than having to switch between different gaming platforms or downloads, users can simply log into GeForce Now and access their entire library of games.

GeForce Now also allows users to play games with their friends, even if they are on different platforms. This is possible because the service streams the game from the cloud to the user’s device, rather than having the user download and run the game locally. It’s great because probably one of your friends is playing on PS4 another one on Xbox, and you are PC player. Thanks to Geforce Now you will be able to play all together

GeForce Now is also constantly updating with new features and improvements. They have recently added the ability to play games at 1080p resolution with 60fps and ray tracing. This makes the service more appealing to users who are looking for a high-quality gaming experience.

One downside of GeForce Now is that it requires a fast and stable internet connection to work properly. Users with slow or unreliable internet may experience lag or other issues while using the service. But it’s for sure more viable than investing in an expensive graphic card.

Overall, GeForce Now is a great option for users who want to play their favorite PC games on any device, without having to worry about hardware limitations. With its convenience, cross-platform play, and constant updates, it is definitely worth checking out for any gamer.

https://www.nvidia.com/pl-pl/geforce-now/?ncid=pa-srch-goog-187192&gclid=CjwKCAiAleOeBhBdEiwAfgmXfw6ln53RPBC5vMN-cYGK4bdqwq4dR4X9IyOM5aiQLAX57q3jtSWh0hoCpyIQAvD_BwE

https://www.pcworld.com/article/630335/geforce-now-review.html

How can we harvest energy from the human body? – Overview

Reading Time: 4 minutes

Since the early 2000s, scientists have been working on developing new devices with the ability to harvest energy directly from the human body. Infections, risky procedures, and interfering cables are just a few of the most common problems with many medical devices, such as implanted electro-stimulators (e.g., diabetes treatments) and pacemakers, which are often necessary for many people’s survival. For instance, currently, 537 million adults (20–79 years old) are living with diabetes, with the number predicted to rise to 643 million by 2030 and 783 million by 2045 (International Diabetes Federation, 2022), whereas the number of people requiring peacemakers is estimated to rise to 1.43 million by 2023 (Stewart, 2022). 

Fortunately, recent technological advancements have enabled those devices to consume significantly less energy, with the possibility of even becoming self-powered within the human body. As a result, overcoming the previously mentioned technical complications during recharging or battery exchange, which is often performed via intrusive surgeries to change the batteries in implanted devices such as pacemakers and electro-stimulators. That is exactly why these “electroceuticals” have the potential to transform the medical sector. Additionally, given the expanding market for wearable technology and the rising need for medical gadgets that promote healthy living, this invention is especially promising.

Here are some examples of solutions that will soon overtake the medical sector. 

Energy in an avalanche effect

One example of a company striving to harvest energy from the human body is the German start-up CELTRO. The company has developed microneedles that can extract energy located in the action potential cycle of the living cell, where sugar as the primary energy carrier is transformed into electrical current, which is then used in nerve and muscle action (CELTRO, n.d.). When this process is repeated in hundreds or even thousands of human body cells, nanowatt-power is produced, which can be stored and later supplied to any medical component, such as a pacemaker. CELTRO’s CEO, Gerd Teepe, explains that by harvesting energy at multiple points in the heart, the company can utilize the “avalanche effect” of a muscular contraction.

Pendulum in the heart

Another startup worth observing is CAIRDAC. Based in Paris, the company is designing a pacemaker that is powered by the heart itself. The leadless pacemaker is contained in a capsule and uses a piezoelectric energy harvester, a pendulum that swings through heartbeats and blood flow, to convert the kinetic energy of the heart’s vibrations into electricity. The electricity is then stored, and once the device detects unevenness in the cardiac cycle, it sends an electric impulse that the heart requires to reset the rhythm (Cairn Medical Devices, n.d.). Moreover, their most prominent product, ALPS, is not only autonomous but can also be implanted endoscopically, decreasing the risk of procedural complications.

Solar panels under the skin 

In addition to harnessing energy from heartbeats, researchers from Monash University in Melbourne, Australia, have developed new solar panel cells that could be implanted under the skin. 

Experiments both under natural and artificial light sources have shown show that the solar panel covered by a 3 mm thick animal skin (porcine flap) can output tens of microWatts to a few milliWatts depending on the light conditions (Wu, 2018). This amount of electricity is enough to power an ultra-low consumption sensor, such as an implantable temperature sensor. Additionally, the results from tests on various body parts suggest that the optimal position for the implant is between the neck and shoulder. Moreover, those solar panels are not only extremely thin—10 times smaller than the width of a human hair—and flexible, but they can also be produced quickly and cost-effectively with continuous printing technology, which makes them perfect for wearable electronics (Monash University, 2018).

Extracting energy

Last, but not least, is a Swiss start-up. Mithras has redeveloped the application of thermoelectric generators, often used in high-temperature industrial solutions or even Mars rovers. Here, TEGs are used to create electricity through the Seebeck effect by exploiting the temperature difference between the body and the environment. As they point out, every day an adult body releases an average energy of 3 kWh, which is sufficient energy to run an LCD TV for 30 hours. Moreover, Mithras estimates that even a 5-degree Celsius difference between the body and the environment can generate enough energy to power, for instance, a cochlear implant (Mithras, n.d.).

What can we see in the future?

Researchers have been striving to harness energy from the human body since the beginning of this decade. We are still exploring this sector, nonetheless, the potential implications for the future are enormous, especially as healthcare apps and gadgets are trending. Furthermore, those technologies have the potential to eliminate the need for invasive surgeries to replace or recharge batteries in implanted medical devices, hence, patients will have a lower risk of complications associated with the procedure and be able to stay healthy longer. Additionally, by utilizing the human body as a power source, devices can be more space-efficient, lighter, and self-sufficient, providing patients with a more comfortable experience and a glimpse of normal life.

_____

Bibliography:

Dunlevy, F. (2023, January 19). Wired. The Battery That Never Gets Flat. Retrieved January 13, 2023, from https://www.wired.com/story/the-battery-that-never-gets-flat/?fbclid=IwAR3xSdhI0i32NfYC7An8WY5gE9W05nG1E7M4An_S4Qm71b3fo9GCyzc6jms

International Diabetes Federation. (2022). Diabetes Atlas. Retrieved January 13, 2023, from https://diabetesatlas.org/

Stewart, C. (2022, April 20). Statista. Pacemakers Market Volume in Units Worldwide. Retrieved January 13, 2023, from https://www.statista.com/statistics/800794/pacemakers-market-volume-in-units-worldwide/

CELTRO. (n.d.). Wireless Energy Transmission. Retrieved January 13, 2023, from https://celtro.de/

Cairn Medical Devices. (n.d.). Improving Lives Through Innovation. Retrieved January 13, 2023, from https://www.cairdac.com/

Wu, T. & et all. (2018, July 19). A Wireless Implantable Sensor Design With Subcutaneous Energy Harvesting for Long-Term IoT Healthcare Applications. IEEE Access. Retrieved January 13, 2023, from https://researchmgt.monash.edu/ws/portalfiles/portal/256379021/253854691_oa.pdf

Monash University. (2018). Ultralight, flexible solar cell keeps tech in shape. Retrieved January 13, 2023, from https://www.monash.edu/news/articles/ultralight,-flexible-solar-cell-keeps-tech-in-shape

Mithras. (n.d.). Innovative Blockchain and Cryptocurrency Solutions. Retrieved January 13, 2023, from https://mithras.tech/

Google’s new AI converting text to music

Reading Time: 2 minutes

With the rise of the popularity of AI, we can observe new tools being created and published almost every day. From chatbots to image generators or even bots that can create music based on your prompt. And this is the case with MusicLM which Google researchers recently introduced. It’s an AI that can generate up to 5 minutes long musical pieces based on your text or can even transform your humming or whistling into other instruments. Unfortunately, it is not possible to play with this tool yet, but the creators provided us with some examples of AI in action.

Google's MusicLM is Astoundingly Good at Making AI-Generated Music, But  They're Not Releasing it Due to Copyright Concerns : r/Futurology

The producers of MusicLM claim that their model “outperforms previous systems both in audio quality and adherence to the text description” The examples are pretty crazy, on the official website we can find some snippets of songs that were generated by long descriptions, such as “The main soundtrack of an arcade game. It is fast-paced and upbeat, with a catchy electric guitar riff. The music is repetitive and easy to remember, but with unexpected sounds, like cymbal crashes or drum rolls.”. In this case, we can listen to 30 seconds of a song that is exactly the same as its prompt! There are also 3 examples of whole 5 minute songs, such as melodic techno or relaxing jazz which are pretty convincing. I definitely can say that relaxing jazz was helpful during the writing of this blog.

I think that one of the more interesting ways to use this tool is the “Story Mode”. Here we can see one or two minutes examples of songs that were generated based on the sequence of prompts. For example, a person asked the system for an “electronic song playing in the video game” for the first 15 seconds and then for a “meditation song played next to a river” for another 15 seconds. The song perfectly blended between these two, making the change almost unnoticeable and making the song “flow” between different prompts. Then, there is the feature of changing the melody to other instruments. Here we can listen to Bella Ciao being hummed and then, the same melody was recreated by other instruments, such as guitar or saxophone. We can’t omit the ability to create music based on the place and time it would play, such as prison escape or 80s club. The tool is capable of generating vocals as well, but the quality of them is.. questionable. MusicML is able to get the tone right, but the “vocal” is just gibberish so far.

“We strongly emphasize the need for more future work in tackling these risks associated with music generation — we have no plans to release models at this point,” Google said in the research. They are planning to work on lyrics generation and improvement of vocals and more complicated song structure as well, according to the research paper.

I would say it’s a very interesting project that will attract many people. I, myself can’t wait to use it and try it out. I will definitely follow the development of this AI tool and strongly encourage everyone to check this out.

Sources:

https://google-research.github.io/seanet/musiclm/examples/

https://www.theverge.com/2023/1/28/23574573/google-musiclm-text-to-music-ai

https://www.thehindu.com/sci-tech/technology/googles-ai-model-convert-text-to-music/article66450618.ece

Poles’ response to chat GPT

Reading Time: 2 minutes

SentiOne is a company founded in 2011 by Bartosz Baziński, Michał Brzezicki and Kamil Bargiel. Their first invention was internet and social media monitoring tool. As of now they are concentrating on development of a tool similar to well known chat GPT which you may recognize.

SentiOne - Marketer+ - przewodnik po marketingu

This polish startup is working on creating its own conversational bot, which would be free of the flaws of the revolutionary tool developed by OpenAI.

COO of the company – Bartosz Baziński claims that this revolutionary tool will be better than Chat GPT in terms of polish speech, and will not spread misinformation.

Conversational AI platform & social listening tool - SentiOne

SentiOne boasts about their AI algorithms trained on vast amounts of data, processing 55 million more statements from the previous year, resulting in a total of over 150 million daily mentions from over 69500 sources. The company has significantly advanced its integration capabilities with tools and platforms, including Facebook, Messenger, Microsoft Teams,WhatsApp and Skype.

Kto stoi za SentiOne? - SentiOne Blog

The main difference between chat GPT and SentiOne’s solution is that verify the information which are used by the AI from different sectors of their interest for ex. banking, tax and finance.

Given the resources at SentiOne, including its datasets and experienced team, I am pretty sure that they will be unparalleled in building the most advanced model for the Polish language. Since SentiOne’s establishment they invested around 42 mln. PLN ~ 10 mln USD which is quite a number.

I would love to hear from you! Are you planning on using SentiOne in your business? Share your thoughts and opinions in the comments below!

Arrival company sacking people

Reading Time: 3 minutes

Arrival, the UK-based electric-van start-up, is facing a challenging time as it announces another round of job losses and a new CEO. Despite attracting investment from Hyundai and floating two years ago with a value of $15bn, the company has struggled to commercialize its products and has faced a series of problems along the way.

Arrival is a vehicle start-up that is focused on developing and manufacturing electric vans. Founded in 2015, the company quickly gained attention and investment, with Hyundai Motor Group investing in the company and leading its $118 million funding round in 2019. Arrival’s innovative approach to EV manufacturing, using small-scale factories, led to a $15 billion valuation when the company went public in 2020. However, Arrival has faced numerous challenges in commercializing its products and has recently announced a new round of job cuts and a change in leadership.

Arrival seems to be a cutting-edge technology company that creates interesting, completely different vans.

What's going on at Brit start-up Arrival? | Top Gear

The only issue with the car is the front design. I believe it is way too basic compared to entire vehicle. It should be more developed and more unusual.


In December, the company issued a “going concern” warning that it would run out of cash within 12 months, with cash burn at the time likely to deplete its reserves by the summer. To prevent this from happening, the company has announced that it will shed around half its remaining workforce, with 800 jobs to be cut in the UK and Georgia. This marks the third series of job losses since last summer.

On Monday, Arrival named Igor Torgov, a former Microsoft and telecoms executive who has been with the company for two years, as its new CEO. Torgov acknowledged that the company faced “hard decisions” in the coming weeks but believes that its current strategy is fundamentally sound and might only require “tweaks and improvements.”

In a move to focus on the US market, Arrival ditched plans to produce a vehicle in the UK last year and instead plans to make a van in a factory in South Carolina. Torgov said that this plan was the “best use of our limited resources” and that “if executed right, and with all due discipline, it could be a compelling message for investors.” However, the company does not expect to begin producing the US van until the second half of 2024, which is later than previously expected.

The cuts announced will reduce the quarterly spending of the revenue-less business to about $30mn. At the end of December, Arrival had about $205mn of cash available. The company is in the process of fundraising and has appointed Teneo as a financial adviser to find a buyer or investor. Torgov is hopeful that the cuts will “give us a decent time to work with the investors.”

Torgov, who has an MBA from California State University and a track record of cost-cutting programs or significant strategy changes from his previous roles at Yota and Atol, said, “I am familiar [with turnarounds], I am not getting any fun from it. We have got all this talent, and the vast majority of people in Arrival are brilliant people, and did a lot of good things to bring the company forward.”

One of the things that Torgov is reviewing is Arrival’s controversial flying vehicle program, called “Jet.” Despite dismissing hundreds of workers last year and delaying other projects, including a bus, employees were told that the side venture was protected from cost-cutting, as it was understood to be a pet project of Arrival founder and chair Denis Sverdlov. Torgov indicated that the aircraft program was “probably the only thing that is still under discussion” and hopes to announce a decision at the group’s investor update in early March.

In conclusion, Arrival faces a critical time as it tries to turn its fortunes around and commercialize its products. The company’s new CEO, Torgov, acknowledges the challenges ahead but is optimistic about the future and believes that the company’s current strategy, with some tweaks and improvements, could be a compelling message for investors.

Sources:

https://www.ft.com/content/cb2f8b55-ac2a-4e0e-be4b-195c96d78a77

Is nuclear fussion the ultimate solution?

Reading Time: 4 minutes
Nuclear fusion: building a star on Earth is hard, which is why we need  better materials

The world is facing a major energy crisis with rapidly increasing demand for energy and finite resources, leading to rising greenhouse gas emissions and environmental degradation. Nuclear fusion, the process of merging atomic nuclei to release energy, has been proposed as a solution to this crisis. Nuclear fusion is the process that powers the sun and other stars, releasing vast amounts of energy through the fusion of light elements. This energy source holds immense promise for providing clean, sustainable energy for generations to come. While there are many scientific and technical challenges to overcome, the potential rewards make the development of fusion energy an important area of research and investment.

The idea of nuclear fusion as a solution to the energy crisis has gained much attention and consideration in recent years. On one hand, fusion holds the promise of an unlimited source of clean energy, as the fuel, hydrogen, is abundant. On the other hand, there are challenges that must be addressed in order to make fusion a viable long-term energy source. Currently, sustained fusion reactions require a significant amount of energy input and the process is not yet scalable on a large scale. Furthermore, there is still limited understanding of the science behind nuclear fusion, and much research and development needs to be done. Despite these challenges, many remain optimistic about the potential of fusion energy to revolutionize the way we think about and produce energy. However, others remain skeptical and believe that fusion is far from being a practical and economical solution to the energy crisis. Ultimately, the feasibility and viability of nuclear fusion as a long-term energy source is still a topic of intense debate and discussion.

The potential of nuclear fusion as a solution to the energy crisis is largely driven by its benefits as a source of safe and clean energy. Unlike traditional nuclear power, fusion reactions do not pose the same risk of catastrophic accidents. The clean energy production of fusion makes it a desirable alternative to traditional fossil fuels, which are a major contributor to global warming and environmental degradation. In addition, fusion offers high energy density, meaning that a relatively small amount of fuel can produce a significant amount of energy. This high energy density, combined with the clean energy production, makes nuclear fusion an attractive option for meeting the growing global demand for energy while mitigating the negative impacts of traditional energy sources.

While nuclear fusion has been touted as a potential solution to the ongoing energy crisis, the path towards widespread implementation is far from clear. Despite numerous promises and advancements in fusion research, the technology faces a number of significant technical, financial, and logistical challenges that must be overcome before it can be deployed on a large scale.

One of the key challenges facing the development of fusion technology is the difficulty of achieving sustained fusion reactions. Unlike traditional nuclear fission, which is based on splitting atomic nuclei, fusion requires the joining of atomic nuclei to release energy. The intense heat and pressure required to initiate and maintain these reactions has proven extremely difficult to achieve and maintain in a controlled environment. This has led to high costs and limited progress in commercializing fusion technology.

Another major challenge is the scalability of fusion technology. While small-scale fusion reactors have been demonstrated in the laboratory, it remains uncertain whether the technology can be scaled up to meet the growing global demand for energy. In addition, there are concerns about the supply of tritium, a key component in fusion reactions, which is limited in availability and difficult to produce.

The limited scientific understanding of fusion reactions and the limited resources available for research and development also present challenges to the widespread implementation of fusion technology. Despite decades of research, many fundamental questions about the behavior of fusion reactions remain unanswered, which could limit progress in developing and commercializing the technology.

Finally, the high costs associated with developing and commercializing fusion technology represent a major challenge. The development of fusion reactors and the infrastructure required to support them will require substantial investment and a commitment to long-term research and development efforts. Given the complex and uncertain nature of fusion technology, it is unclear whether the benefits will justify the costs in the long run.

While the challenges associated with fusion technology are significant, it remains an attractive potential solution to the energy crisis due to its promise of unlimited fuel, safe and clean energy production, and high energy density. The ongoing efforts to overcome the technical and logistical challenges associated with fusion technology represent a critical step towards a more sustainable and secure energy future.

Despite these challenges, many experts believe that the potential benefits of fusion energy are too great to ignore, and call for continued investment in research and development to bring this technology to fruition. It is important to consider the full range of pros and cons when evaluating the feasibility of nuclear fusion as a solution to the energy crisis. Ultimately, only time will tell if fusion energy can live up to its promise as a source of safe, clean, and abundant power for future generations. A call to action for continued investment in research and development of fusion energy is vital for further progress in this field.

sources:
Global Energy Crisis – Topics – IEA
What is nuclear fusion | IAEA
Davos 23: The future of nuclear fusion, according to the lead scientist | World Economic Forum (weforum.org)
Fusion power may run out of fuel before it even gets started | Science | AAAS

Artificial Intelligence to detect methane leakage

Reading Time: 3 minutes

Methane is a chemical compound with the molecular formula CH4. It is the primary component of a natural gas. It is also the simplest alkane possible. This colourless and odourless gas is combustible and has a very unusual boiling point, because it is only -162°C. You can find methane in many natural sources like termites, wetlands or marshes. It can also be found in human activities such as extracting fossil fuels and raising livestock. You can also call it a potent greenhouse gas which has a 28 times greater global warming potential than carbon dioxide. 

Methane leakage, can have a diversity of negative impacts on the environment as well as on human health. The impact of methane leaks on climate change is substantial as it is a potent greenhouse. When it leaks into the atmosphere, it traps heat and contributes to rising temperatures. This can cause many consequences, for instance, rising sea levels or extreme weather happening more often. Methane leakage can also pose a danger of explosions and fires considering the fact that methane is highly flammable. Accumulation of this gas in an enclosed space can easily lead to an explosion or fire which then can lead to property damage or injury to people. Therefore detecting and repairing methane leaks as soon as possible is crucial to minimising its devastating results. 

Detecting methane leaks has always been a challenging task. Methane is difficult to detect because it is odourless, colourless and tasteless. Thus, traditional methane leaks detecting methods rely on visual inspections and sniffer dogs, which can be pricey and time consuming. Nevertheless AI has been making a great progress in development lately and with the advancements in the technology there are some new methods for detecting methane leaks becoming available. 

GCI (Gas Cloud Imaging) systems are advanced tools for detecting and monitoring methane leakage in the oil and gas industry. They are able to detect and identify over 50 gases using infrared cameras. The cameras detect the leak and show it as a visual cloud, a contrast against the background. They take a picture and send an alert by text or email. The operator can then use the information and approve if the system detected a leak or made a mistake. All alarms and cameras footage ale saved and stored, so the scientists group can analyse it and establish the cause of the leak later. The biggest GCI’s benefit is that the system is able to detect leaks very quickly and it is surprisingly accurate in what it does. Those attributes significantly reduce the amount of the gas released into the atmosphere. Also the key benefit is that the system covers/scans very big areas in a short period of time, what makes the system even more efficient and effective. Additionally you those cameras could be used in multiple cases. They not only detect methane leaks but they also have fire and intrusion detection built in. 

In conclusion methane leaks can have intense impact on the environment and human health. It is vital that we take decisive steps towards reducing and minimising the amount of methane emitted by repairing its leaks as soon as we detect it. We need advanced tools to detect it in there first place and AI has a great potential in becoming a very important tool to help us do that. GCI systems can be an essential tool for monitoring and detecting methane leaks. Thanks to them, we’re given quick and reliable results that we’ll need in order to protect and help the environment, whilst reducing the impacts of greenhouse gas emissions. 

sources:

https://www.nationalgeographic.com/environment/article/methane

https://frontiergroup.org/resources/methane-gas-leaks/

https://www.detect-measure.com/images/documents/Honeywell-Rebellion–GCI-Brochure.pdf

What is Volvo city safety? How is AI involved?

Reading Time: 2 minutes

What is Volvo?

Volvo is a Swedish manufacturing company that specializes in producing luxury automobiles and commercial vehicles. The company was founded in 1927 and its headquarters is located in Gothenburg, Sweden. Volvo has been owned by the Chinese automotive company Geely since 2010. The company’s name, Volvo, is derived from the Latin word “volvere” which means “to roll.”

What is Volvo City safety? 

Volvo City safety is a system containing a camera and a radar, that provides drivers with additional safety measures. This system can detect vehicles and motorcycles, pedestrians and bikes crossing your path, and objects in front of your car in the dark. In the case of the first one when vehicles are driving the same direction as you and you drive less than 31 mph, this system can avoid a collision without a problem. In the case of the second one when a pedestrian tries to cross the road and you are driving under 28 mph it can avoid a collision. In all these situations the system alerts you first and if you do not react it will hit the brakes by itself. If you were driving faster than these limits this system can help to reduce the possible impact. Volvo city safety also has flaws such as when you do not clean your wind shield the laser radar can work inaccurately. The same happens when the wind shield has ice on it or there is fog outside. 

How is AI used for this system? 

AI is used in the camera to detect other vehicles, pedestrians, and cyclists. The AI system analyzes the terabits of data with examples of how certain objects look like. Based on this, sensors and determines the appropriate response, such as applying the brakes or providing a warning to the driver. 

 In my opinion, Volvo safety system is an excellent feature that can prevent many accidents and save loads of lives. This policy by Volvo to make car driving as safe as possible is certainly good for our society. However, I am concerned about a situation where these sencors would work inaccurately, it could also cause accidents because of unwanted actions such as braking. I know it is unlikely to happen and the system is made to perfection, but we need to evaluate how often this system could cause such incidents. 

https://www.auto-swiat.pl/wiadomosci/aktualnosci/volvo-city-safety-wyznacza-nowe-granice-bezpieczenstwa/9lxve35

https://www.underrinervolvocars.com/what-is-volvo-city-safety.htm