December | 2020 December | 2020
James Barrat In conversation with the acclaimed author James Barrat on the threats of Artificial Intelligence and the rise of AGI.
Proof of Stake vs. Proof of Work | Ashwin Kumar P. 28 | How to collect data using Google Analytics | Claudio G. Giancaterino Pg. 25 |
The changing landscape of branding in the age of Covid-19
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Arpita Khadria
Elon Musk’s Neuralink and its Functionalities Venkatesh | Pg.4
Interview with James Barrat Techfastly Team | Pg.12
Currency Transfers Across International Borders Techfastly Team | Pg.21 2 | Techfastly | December 2020
In Pg.31 Conversation with ArpitaKhadria The Use of Python in AI and ML | Andrew Zola Pg. 8 | How to collect data using Google Analytics | Claudio G. Giancaterino Pg. 25 | Proof of Stake vs. Proof of Work | Ashwin Kumar P. 28 | Complete Guide: 8 mistakes you must avoid in your content marketing campaign in 2020 | Dhruv Maheshwari P. 44|
A note from the editor Dear readers It’s been a pleasure to bring quality content to you on a monthly basis in our monthly magazine. We’re proud to announce that we have launched a new, upgraded, and beautiful version of our website. You can visit the website here: techfastly.com. We have designed the website so that it’s easy for you to navigate the website easily and find your articles in minimum time. We also kept in mind the fact that your reading experience is optimized. This December edition of the magazine is different in a lot of ways. For example our interview with the acclaimed writer and documentary maker James Barrat is of immense importance regarding the threats and dangers of Artificial Intelligence. Elon Musk has called James Barrat’s book Our Final Invention one of the most important books to read on Artificial Intelligence. We discuss with him great detail the potential threats of Artificial Intelligence and how an international regulatory body needs to be assigned to monitor the progress of AI to ensure some level of responsibility and control. We also interview Arpita Khadria, a serial entrepreneur and TEDx speaker on how this Pandemic has shifted focus for brands to be more relevant and empathetic. She speaks to us in great detail on new emerging opportunities and how brands need to 3 | Techfastly | December 2020
apply new strategies to stay relevant. We have a great article on Elon Musk’s Neuralinks and its functionalities. We’re committed to bringing you great content consistently. We will conduct more interviews with eminent personalities to discuss technologies and the future. I hope that you enjoy reading the December edition of our magazine. I also hope you’re all safe with your families. Sincerely, Srikant Rawat Chief Operating Officer Techfastly
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Elon Musk’s Neuralink and its Functionalities Venkatesh
N
euralink is Elon Musk’s neuroscience startup, which has developed a coin-sized computer chip that can be implanted in the human brain to cure neurological conditions like Alzheimer’s, dementia, and spinal cord injuries and ultimately fuse humankind with artificial intelligence. The Neuralink is a wireless implant, unlike any other neural implants. Before understanding Neuralink further, let’s understand the nervous system, neurons,
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neurotransmitters, and functionality of neurons to further understand the functionality of neural implants and Neuralink. Our nervous system is divided into three main parts. They are central nervous system (CNS), peripheral nervous system (PNS), and autonomic nervous system (ANS). The CNS consists of the brain and spinal cord. The PNS consists of nerves and ganglia that connect to the CNS. The ANS consists of the nerves which connect
the involuntary organs like the heart, stomach and lungs. The CNS is responsible for the integration of sensory information and responding to it. The primary function of the PNS is to connect CNS to every part of the body. The main function of the ANS is to regulate the function of internal organs.
What are neurons and how do they
work?
The nervous system is made up of nerve cells called neurons. They communicate with each other by nerve endings called synapses. They use neurotransmitters to pass on the electric signal from one neuron to another neuron or one neuron to an effector cell. A myelin sheath protects the neurons.
What are neural implants?
A neural implant is an electrode placed inside the brain and is connected to a
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neurostimulator implanted on the chest or abdomen. This neurostimulator generates electric impulses that are transmitted to the electrodes placed deep in the brain to activate the targeted area of brain cells.
What are the uses of neural implants? Neural implants are used to treat essential tremors of hands, legs, trunk, voice and head; multiple sclerosis, intractable pain, dystonia, and other psychiatric conditions
like obsessive compulsive disorder, anxiety, and depression that does not respond to medicines. Elon Musk’s Neuralink is also a neural implant, but it is advanced and computerized. It does not need external stimulators. It is a coin-sized computer chip. Elon Musk’s Neuralink was implanted in a pig’s brain named Gertrude for two months. Neuralink proved to be efficient in curing human disease with conventional implants. Neuralink helps to cure
neurological conditions like Alzheimer’s disease, dementia, spinal cord injuries and fuse humans with artificial intelligence. The first prototype in a person may take some time, as getting federal approval is difficult. But it is being tested on a monkey and the monkey was able to control a computer with his brain.
Neuralink and Computer Control Threads that are finer and measuring in microns are inserted into areas of the brain that control movement. There are many electrodes in each thread that connect them to the Neuralink. These implantable devices process, stimulate, and transmit neural signals. The Neuralink App The Neuralink app will help you control your iOS device, keyboard, and mouse directly with your brain’s activity, just by thinking about it. The Neuralink app would guide you through exercises that teach you to control your device. FDA does not yet 6 | Techfastly | December 2020
approve these. So, they are not available in the market. You will be able to control devices with Bluetooth connectivity, such as any mouse or keyboard, and experience unmediated reality and high fidelity.
What is Neuralink Developing? Neuralink builds a fully integrated brain machine interface (BMI) system. It is also called a brain computer interface (BCI). BMI technology enables a computer or other digital device to communicate directly with the brain. This helps a person with paralysis control a computer mouse or keyboard from the information read out from the brain. It also helps to write information into the brain. This helps to restore brain functions such as a sense of touch. The goal is to develop a system with at least two orders of magnitude and more communication channels (electrodes) than current clinically-approved devices. The safety measurements have to be improved. It must have full wireless communication through the skin. It should be ready for the patients
to take home and use it on their own. Such features are in development stage. It will take time to implement all these features. What are the Challenges Involved in Making a Scalable BMI? The technology used in Neuralink is built on decades of BMI research, including several ongoing studies with human participants. The BMI systems used in these studies have only a few hundred electrodes with connectors that pass through the skin. Their use requires laboratory equipment and personnel. The challenge is to scale up the number of electrodes and build a safe and effective clinical system to take home and operate by themselves. Recent developments in engineering in this field and new technologies developed by Neuralink pave the way for progress.
What are the Key Technical Hurdles? These are the key technical hurdles: Electrodes To optimize the
compatibility of electrodes in Neuralink, they are being microfabricated out of thin film metals and polymers to match the neighboring neurons’ size and as flexible as possible. But the challenge is that threads should resist corrosion from fluid in the tissue and should have sufficient surface area to allow stimulation. The new microfabrication processes and advances made in materials science will help to combat these challenges. It also includes the process of integrating corrosionresistant adhesion layers to the threads and rough electrode materials that increase their effective surface area without increasing their size.
Chips Developing chips to meet real-time neural information requirements is a challenge as Neuralink needs to convert the small electrical signals recorded by each electrode into realtime neural information. As the neural signals in the brain are in microvolts, Neuralink must have high-performance signal amplifiers and digitizers. As the number of 7 | Techfastly | December 2020
electrodes increases, the raw digital signals become too much information to upload with low power devices. To improve Neuralink, we require on-chip, realtime identification and characterization of neural spikes.
design, imaging systems, and software to build a robot that can precisely and efficiently insert many threads through a single 8-mm skull opening while avoiding blood vessels on the surface of the brain.
Hermetic Packaging
The neural spikes have a lot of information. This information has to be decoded to control a computer. We have designed computer algorithms to control a virtual computer mouse from the activity of hundreds of neurons. Our devices will be able to connect to more neurons to provide more precise and naturalistic control. This will help to include additional virtual devices such as a keyboard and game controller. This can be accomplished with advances in statistics and algorithm design. The challenge is to design and develop adaptive algorithms that maintain reliable and robust performance while improving over time to include addition of new capabilities.
The Neuralink has to be protected from the fluid and salts that bathe the surrounding tissue. Developing a water-proof enclosure can be challenging. It is even harder to build an enclosure from biocompatible materials, replace the skull structurally, and allow over 1,000 electrical channels to pass through it. Developing innovative techniques to build and seal each major component of the package helps to meet this challenge.
Neurosurgery
The threads used in Neuralink are too fine to be handled by hand. To safely place it inside the brain, we have to develop a new kind of surgical robot. We are innovating on robot
Neural Decoding