New emerging technologies

Laser allows long-range detection of Radioactive Materials

Context: Physicists from the US have successfully demonstrated a new way to detect radioactive materials from a distance using carbon-dioxide lasers

Relevance of the Topic: Prelims: Basics of the technology and potential applications.

Avalanche-Based Laser for Radiation Detection

  • The researchers used a carbon-dioxide laser to detect the alpha particles from a radioactive source (Caesium-137) located 10 m away. 
  • Mechanism:
    • Radioactive decay: When radioactive material undergoes radioactive decay it releases charged particles (alpha, beta & gamma radiation). These charged particles ionise the air around it, i.e. separate its positive and negative charges, and create a state of matter called plasma.
    • Avalanche breakdown: The negative charges (or electrons) can be accelerated to collide with other atoms of air, and release even more electrons. This is avalanche breakdown. 
    • Laser-based detection: The researchers used a carbon-dioxide laser emitting long wave infrared radiation to accelerate the electrons, and making them emit light (optical backscatter). The sensors placed near the laser were able to detect the alpha particles from the radioactive source. 
image

Advantages of the Laser-based detection Technique

  • Detecting low concentration radioactive source: The ability of lasers to induce (initiate) electron avalanches can be utilised to detect even very low concentration of ionisation. The lasers can be scaled to detect gamma rays that travel much farther in air than alpha particles, and have low density of ionisation. 
  • Scalability: The researchers are scaling up the current detection capabilities to detect radiation from distances over 100 metres.  

Potential Applications

  • National security: Detection of illicit possession or smuggling of radioactive substances, especially at airports or borders. 
  • Nuclear safety: Detection of radiation leakage from Nuclear reactors and installations. 
  • Environmental monitoring: Tracking radioactive contamination in air, water, soil, mines, space etc.  
  • Exploration of naturally occurring radioactive materials. 

Scope of ISRO Technologies in Daily Life

Context: Indian National Space Promotion and Authorisation Centre (IN-SPACe) has identified over 150 technologies developed for various ISRO missions that can be shared with industry to be utilised for other purposes.

Space Technologies and their use in other domains

TechnologiesUsage
Collision Avoidance system: The software, camera and algorithms designed in Chandrayaan-3 lunar landing to reduce speed to prevent collision. It can be used to assist in hazard detection and navigation, offering potential improvements in automotive safety systems.
Automatic Deployment sensors: Pressure sensors used to monitor propellant levels during rocket launch.It can be repurposed to determine optimal airbag deployment timing in vehicles, thereby enhancing safety of passengers during collisions.
Anti-Corrosive coatings like NRCM-204 are capable of protecting metals and composites from various types of corrosion.Construction material: This coating can be utilised in construction to safeguard structures against environmental degradation.Fire resistance: Benzoxazine polymer developed by ISRO is easily processable, stable across different temperatures and can act as an effective flame retardant.
3D LiDAR: Technology is used for space navigation by generating 3D images with depth information.Detection and counting of people in heavily crowded places. Near-terrain flight assistance for helicopters and hazards or pedestrian detection to avoid collision. Healthcare: LiDAR cameras can be used for body measurements with precision (like waist & hip size) to predict the risk of lifestyle diseases.Appliances: It can be used in home devices, including gesture recognition in mobile phones, television and gaming platforms.
Lithium ion battery: ISRO’s cost effective Li-ion batteries making technology.This technology can be utilised for the electric vehicles technology increasing their efficiency.
Vibration control technology to bear the shocks and vibrations in the rocket and payload.Seismic control: The technology can be used to make buildings earthquake resistant.Enhancing comfort: The technology can further enhance the comfort of road, airways, railways and sea transportation. 

About IN-SPACe

  • The Indian National Space Promotion and Authorisation Centre is an autonomous agency under the Department of Space, Government of India.
  • Key functions of the agency: 
    • Promotion and authorisation of the private entities including non-governmental enterprises to engage in various space-related activities.
    • Infrastructure sharing including ISRO facilities with the private players.
    • Facilitating new facilities established by private entities, fostering innovation and growth within the sector.

IIT Madras develops Shakti-based Semiconductor Chip

Context: The Indian Institute of Technology (IIT) Madras and the Indian Space Research Organisation (ISRO) have developed an indigenous aerospace quality Shakti-based semiconductor chip. 

Relevance of the Topic:Prelims: Key facts about IRIS; RISC-V. 

About Shakti-based Semiconductor Chip

image 88
  • The chip is named IRIS (Indigenous RISC-V Controller for Space Applications).
  • It is based on the SHAKTI microprocessor and is part of India’s push for self-reliance in semiconductor technology.
    • SHAKTI systems use RISC-V (an open-source processor technology) and are supported by the Ministry of Electronics and Information Technology under the ‘Digital India RISC-V’ (DIRV) initiative.
    • The DIRV initiative aims to promote indigenous development of microprocessor-based products that offer best-in-class security and visibility for users adopting RISC-V technology. 
  • This is the third SHAKTI chip successfully fabricated in India after RIMO in 2018 and MOUSHIK in 2020.
    • The two chips built earlier (RIMO & MOUSHIK) were technology demonstrators and not fully optimised for performance and error correction. 
  • Utility: IRIS can be used for applications on launch vehicles, ground stations and Internet of Things (IoT) and industrial IoT applications.

Key features of IRIS Chip: 

  • Developed to support ISRO’s command and control systems and other critical functions.
  • Designed for fault tolerance and reliability, making it suitable for space missions.
  • Includes custom modules like watchdog timers and advanced serial buses.
  • Can be expanded for future missions through multiple boot modes and hybrid memory extensions.
  • Fully Made in India. 

Significance: 

  • IRIS marks a milestone in the Make in India efforts in semiconductor design and fabrication. 
  • The development will indigenise semiconductors used by ISRO for its applications, aligning with self-reliance in space technologies. 

About RISC-V

  • RISC-V is an open standard Instruction Set Architecture (ISA) based on established RISC principles. Each computer hardware will support a particular ISA.
    • Unlike most other ISA designs, RISC-V is provided under open-source licenses that do not require fees to use. 
    • RISC-V can be extended or customised for a variety of hardware or application requirements.
  • India has developed two series of microprocessors:
    • SHAKTI series of microprocessors by IIT Madras.
    • VEGA microprocessors by C-DAC.

IIT-Bombay develops Needle-free Shock Syringe

Context: A team of researchers at the Indian Institute of Technology, Bombay has developed a needle-free shock syringe.

Relevance of the Topic: Prelims: Key facts about working of shock syringe. 

What is the Shock Syringe?

  • Traditional syringes with needles rely on piercing the skin with a sharp tip. However, the shock syringe does not have a needle. 
  • Principle of Working:
    • It uses high-energy pressure waves (shock waves) that can travel faster than the speed of sound to pierce the skin. 
    • When generated, these waves compress the surrounding medium, such as air or liquid, through which they travel. 
Shock Syringe

Working Mechanism:

  • The shock syringe uses a tiny tube with three sections (the driver, driven, and drug holder) which work together to create the shockwave-driven microjet to deliver drugs.
    • Pressurised nitrogen gas is applied to the driver section of the shock tube. 
    • The gas forces the liquid drug (held in the drug holder section) through the tube, to create a high-velocity microjet.
      • The microjet travels at a speed nearly twice as fast as a commercial aeroplane at take-off.
    • This microjet of drug exits the nozzle of the syringe and penetrates the skin. 

Significance:

  • Minimises tissue damage and ensures consistent and precise drug delivery.
  • Prevent the occurrence of blood-borne diseases caused by needle-stick injuries due to mishandling or improper disposal. 
  • One shock syringe can perform multiple drug delivery shots (E.g., over 1,000 shots tested) offering cost-effectiveness.
  • Pain-free injections for patients with fear of needles.
  • Utilisating shock syringe could make immunisation drives more efficient.

How does a Speed Gun work?

Context: Traffic police have started using radio speed guns to crack down on speeding vehicles in Puducherry since September, 2023. 

Relevance of the Topic: Prelims: Key facts about new emerging technologies being deployed (speed guns etc.); Basic understanding of Doppler Effect. 

What is a speed gun?

  • A speed gun is a device to measure the speed of a moving object without having to be in contact with the object. 
  • Working Mechanism: The device emits radio signals and calculates the Doppler shift in the reflected signals to precisely determine the speed of the vehicle.

What is the Doppler Effect?

  • The Doppler effect (Doppler shift) is the change in frequency of waves as their source moves towards or away from a listener/observer. (It relies on the concept of relative velocity) 
  • E.g., A train approaching the platform sounds louder (higher frequency) than the train leaving (lower frequency) the station. This effect is the Doppler effect.
Doppler Effect

Working Mechanism of Radio Speed Gun: 

  • As the radio waves emitted by the gun hit a moving vehicle, the frequency of the reflected waves changes due to the relative motion between the gun and the vehicle. By analysing this frequency shift, the radar gun can determine the speed of the vehicle.
    • The transmitter emits radio waves, which the person holding the speed gun can direct at an object. 
    • The receiver collects the waves reflected by the object back in the direction of the speed gun.
    • If the object is approaching the speed gun, the frequency of the returning waves will be slightly higher than that of the transmitted waves. 
    • The simple computer in the gun can determine the object’s speed based on this difference. The faster the vehicle is moving, the greater the Doppler shift it will produce.
image 150

Utility:

Speed guns are widely used by:

  • Law enforcement officials to monitor traffic speed
  • Coaches to gauge the performance of their athletes
  • Various other industries in need of accurate motion tracking.

Limitations of Radio Speed Gun

  • To ensure accurate speed measurements, radar guns require regular calibration. Factors such as the angle of the radar beam, weather conditions can impact the accuracy of the readings.
  • It faces difficulty in detecting speeds in heavy traffic (may pick up signals from multiple objects). 

LIDAR Speed Guns:

  • The LIDAR (light detection and ranging) Speed Violation Detection System utilises laser pulses to accurately measure vehicle speed. 
  • By emitting lasers towards vehicles, the system calculates the bounce-back time to determine speed. This precise solution deters speeding and promotes compliance with speed limits. 
  • The system is more accurate than Radio speed guns as the laser light has very low divergence and thus offers better targeting.

With their advanced technology, the Radio speed guns as well as LIDAR speed guns are a vital tool for law enforcement agencies in ensuring safer roads.

Moiré Materials exhibit Superconductivity 

Context: Recently, scientists have discovered that moiré materials made from semiconductor materials can exhibit the phenomenon of superconductivity. This breakthrough opens the door for developing new quantum materials. 

Relevance of the Topic: Prelims- Moiré Material, Superconductors (properties and applications)

What are Moiré Materials?

  • Moiré materials are created by stacking two layers of a two-dimensional material and then twisting one layer at a small angle
  • The misalignment caused by the small twist produces a completely different pattern known as the moiré pattern. This significantly alters the material's electronic properties and facilitates its unusual applications. 

The Recent Breakthrough

  • The researchers explored superconductivity in twisted bilayer tungsten diselenide (tWSe₂). It is a moiré material created by stacking two layers of tungsten diselenide (a semiconductor) and rotating one layer by a small angle. The critical transition temperature for superconductivity in this material was observed at approximately –272.93°C.
  • Earlier, the moire material made up from graphene had also displayed superconductivity. 

What are Superconductors?

  • Superconductors are materials that when cooled to temperatures ranging from near absolute zero (0 degrees Kelvin, -273 degrees Celsius) have zero resistance or do not resist the flow of current. The temperature at which electrical resistance is zero is called the critical temperature (Tc)  and this temperature is a characteristic of the material. E.g., Aluminium, Niobium, Magnesium diboride, Yttrium barium copper oxide display superconducting properties.  
  • However, every superconductor made so far has required extraordinarily high pressures (millions of Pascal), and very low temperatures. E.g., Aluminium becomes superconducting at temperatures lower than (minus) –250° C. 

Hence, scientists have been looking for such materials for decades which can remain superconductors at room temperature. 

Important properties of Superconductors:

  • Electronic effect (Infinite conductivity with Zero resistance): When the temperature of superconductors is reduced below a critical temperature, its resistance suddenly reduces to zero and thus it offers infinite conductivity. E.g., Mercury becomes a superconductor below 4 kelvin.
image 20
  • Magnetic effect (Complete expulsion of Magnetic field): Superconductors are diamagnetic i.e., they oppose the magnetic field or do not allow the magnetic field lines to penetrate them. (This phenomenon is called the Meissner effect)
    • However, there is a certain value of the magnetic field (critical magnetic field) beyond which the superconductors lose superconductivity and convert into conductors. 
image 21

Significance or utility of Superconductors: 

  • Elimination of the loss of energyas electricity moves along the wire would mean longer-lasting batteries and more-efficient power grids.
    • Need: Presently, a portion of the electricity generated at every power plant is lost during transmission because the wires and cables that carry the current have electrical resistance.  
  • Potential applications include- Magnetic-energy storage systems, magnetic levitation trains,  superconducting magnetic refrigerators, etc.
  • Huge potential for revolutionary technologies, including efficient quantum computers, as superconductors can exhibit quantum phenomena. 

Challenges in utilising Superconductors: 

  • Maintaining Low Operating Temperatures: Most superconductors require liquid helium or nitrogen cooling, making them expensive to maintain. 
  • High Pressure Requirement: Some materials only exhibit superconductivity under millions of Pascals of pressure. 
  • Scalability: Manufacturing and deploying superconducting materials at an industrial scale remain challenging. 

KAVACH System

Context: The recent railway accident in Darjeeling, West Bengal has highlighted the need for installation of the KAVACH system to prevent such tragedies.

What is KAVACH? 

  • KAVACH is an indigenously developed Automatic Train Protection System (ATPS) by the Research Design and Standards Organisation in collaboration with Indian industry.
  • It is a state-of-the-art electronic system with Safety Integrity Level-4 standards with the probability of an error being one in 10,000 years. 

Features of KAVACH:

  • It gives information to the locopilots on the permissible speeds to be maintained and prevents the collision between two locomotives equipped with functional KAVACH systems. 
  • It activates the train’s braking system automatically if the driver fails to control the train as per speed restrictions.
    • If a red signal is jumped (which marks danger) and two trains come face to face on the same line, the technology automatically takes over and applies sudden brakes.
    • Additionally, the hooter activates by itself when approaching a level crossing which serves as a big boon to loco-pilots during fog conditions when visibility is low.
  • The system also relays SoS messages during emergency situations. An added feature is the centralised live monitoring of train movements through the Network Monitor System.
image 35

How does KAVACH work on Railway Systems?

  • Traffic Collision Avoidance System (TCAS) helps in two-way communication between the station master and loco-pilot to convey any emergency message, using GPS and RFID technology. 
    • GPS Integration:
      • KAVACH relies on GPS to continuously track the location and speed of trains. The onboard unit in each train receives GPS signals, which are used to determine the train's precise position, direction, and speed.
      • This real-time location data is then communicated to the central control system and other trackside equipment. 
    • RFID Implementation:
      • A set of electronic devices and Radio Frequency Identification (RFID) devices are installed in locomotives, in the signalling system as well as the tracks. 
      • As the train passes over these RFID tags, the onboard RFID reader in the train detects the tag and communicates the information to the onboard unit.
      • They connect using ultra-high radio frequencies to control the brakes of trains and also alert drivers, all based on the logic programmed into them. 
      • Hence, it allows KAVACH to accurately identify the train's location and trigger the appropriate safety actions, such as automatic braking, if necessary.

    Integrated Functionality:

    • The combination of GPS and RFID technologies in KAVACH provides a comprehensive system for train tracking, collision avoidance, and overall railway safety. 
    • The GPS data gives a broad, continuous overview of the train's position and movement, while the RFID tags offer precise location references at specific points along the track.

    What are AI agents?

    Context: GPT-4o by OpenAI and Project Astra by Google are the recently launched AI Agents. They  have been touted as far superior to conventional voice assistants such as Alexa, Siri, and Google Assistant. The launch of these models marks a new phase in AI — the transition from chatbots to multimodal interactive AI agents.

    AI agents

    • AI agents are sophisticated AI systems that can engage in real-time, multimodal (text, image, or voice) interactions with humans. Unlike conventional language models, which solely work on text-based inputs and outputs, AI agents can process and respond to a wide variety of inputs including voice, images, and even input from their surroundings.
    • AI agents perceive their environment via sensors, then process the information using algorithms or AI models, and subsequently, provide intelligent responses and assistance. The new AI models can have instant real-time conversations with a user.
    • AI agents are quick to adapt to new situations. This facet makes them incredibly versatile and capable of handling a wide range of situations.
    • Currently, they are used in fields such as gaming, robotics, virtual assistants, autonomous vehicles, etc.

    How are they different from large language models?

    • While large language models (LLMs) like GPT-3 and GPT-4 have the ability to only generate human-like text, AI agents make interactions more natural and immersive with the help of voice, vision, and environmental sensors.
      • Unlike LLMs, AI agents are designed for instantaneous, real-time conversations with responses much similar to humans.
      • LLMs lack contextual awareness, while AI agents can understand and learn from the context of interactions, allowing them to provide more relevant and personalised responses. 
    • Language models only generate text output. AI agents, however, can perform complex tasks autonomously such as coding, data analysis, etc. When integrated with robotic systems, AI agents can even perform physical actions.

    Potential uses of AI agents:

    • Customer Service Assistants: AI agents can serve as intelligent and highly capable assistants. They are capable of handling an array of tasks, from offering personalised recommendations to scheduling appointments and resolving queries instantly without actually the need for human interventions.
    • Personalised Tutors: In the field of education and training, AI agents can act as personal tutors, customise themselves based on a student’s learning styles, and may even offer a tailored set of instructions.
    • Healthcare assistants: In healthcare, they could assist medical professionals by providing real-time analysis, diagnostic support, and even monitoring patients.

    Are there any risks and challenges?

    • Privacy and security are a key area of concern as AI agents gain access to more personal data and environmental information.
    • Just like any AI model, AI agents can carry forward biases from their training data or algorithms, leading to harmful outcomes. 

    Hence, as these systems become more common, appropriate regulations and governance frameworks should be laid out to ensure their responsible deployment.

    DigiLocker Platform

    What is DigiLocker?

    • DigiLocker is a flagship initiative of the Ministry of Electronics & IT (MeitY) under the Digital India programme, launched in 2015.
    • DigiLocker platform operates as an App to store users’ digital records. The app is aimed at letting users access, verify, and store essential documents in a digital wallet so that they are easy to retrieve and present to officials when required.
    • The issued documents in DigiLocker system are deemed to be at par with original physical documents as per Rule 9A of the Information Technology (Preservation and Retention of Information by Intermediaries providing Digital Locker facilities) Rules, 2016. 
    • Utility: The app can be used to prove users’ identity and their credentials. E.g., when applying for a passport, reviewing marksheets, or proving one’s identity during travel. 
    • DigiLocker has been built on top of open-source digital platforms. 
      • Open-source digital platforms typically consist of software and tools that are freely available for anyone to use, modify, and distribute.
      • Core code behind DigiLocker is built using freely available open-source software. This allows anyone to examine the code, understand how it works, and even contribute improvements. This fosters collaboration and can lead to a more secure and reliable system.
    • Users’ data: As of May 2024, the app has over 270 million registered users, while nearly 6.7 billion documents — like Aadhaar, insurance policy papers, PAN records, and driving licences — have been retrieved through it.
    image 32

    How secure is DigiLocker?

    • DigiLocker is ideally maintained with standard security measures in place including 2048 Bit RSA SSL encryption, multi-factor authentication (OTP verification), consent systems, timed log outs, and security audits.
    • No DigiLocker data is shared with third parties and data is encrypted in transit. Examples of data collected include files and documents (optional), your name, email (optional), and user IDs. 
    • However, any government database that stores citizens’ information and documents is inevitably an attractive target for hackers who steal user data and sell it on the dark web.
    • On June 2, 2020, DigiLocker posted a notice about a “potential vulnerability in the sign-up flow,” that could have led to accounts being compromised. However, due to a CERT-In alert and another independent researcher, DigiLocker said that the vulnerability was patched within a day of getting the alert, and that user data was safe. 

    Benefits of DigiLocker: 

    • Paperless solution to prove users’ identity and their credentials. 
    • Allows users to access their e-documents irrespective of their physical location. 
    • Prevents fake, poor quality print copies, and outdated documents that miss key details.
    • Eliminates the need to carry separate sets of documents while travelling. 

    Limitations of DigiLocker:

    While DigiLocker offers a compelling alternative to physical documents, but it is not quite a complete replacement yet.

    • Not universally accepted: While acceptance is growing, some organisations might still require physical documents. 
    • Digital Literacy Gap: Not everyone has access to technology or the skills to use DigiLocker.
    • Infrastructure Dependence: Reliance on internet connectivity can be a hurdle in some areas.

    Science behind Magnetic Resonance Imaging

    Magnetic Resonance Imaging (MRI):

    • MRI is an indispensable tool to look inside the human body without surgery. It is used to obtain images of soft tissues within the body. Soft tissue is any tissue that has not become harder through calcification.
    • It is a non-invasive diagnostic procedure widely used to image the brain, the cardiovascular system, the spinal cord and joints, various muscles, the liver, arteries, etc.
    • MRI scans do not pose any threats; once the magnetic fields are taken away, the atoms in the scanned part do not remain affected. There is no long-term harm associated with scans.
    image 22

    Applications: 

    • Brain imaging: MRI can help identify abnormalities such as tumours and track neurological conditions including Alzheimer’s, dementia, epilepsy, and stroke etc. Functional MRI (fMRI) is a specialised technique that measures brain activity by detecting changes in blood flow, providing insights into brain function and mapping brain networks.
    • Cardiovascular imaging: MRI can produce detailed images of the heart and blood vessels without using ionising radiation. It helps diagnose heart conditions such as coronary artery disease, cardiac tumours, and congenital heart defects.
    • Spinal cord imaging: MRI is effective in visualising the spinal cord and various structures like joints, ligaments, tendons, and muscles.
    • Abdominal and pelvic imaging: MRI is used to examine abdominal and pelvic organs, including the liver, pancreas, kidneys, uterus, ovaries, and prostate. It can detect tumours, cysts, infections, and other abnormalities, and it is often employed when other imaging methods like ultrasound or computed tomography (CT) provide inconclusive results.
    • Cancer detection: Its use is particularly important in the observation and treatment of certain cancers, including prostate and rectal cancer. 
    image 23

    How does MRI work?

    • An MRI procedure reveals an image of a body part using the hydrogen atoms in that part. A hydrogen atom is simply one proton with one electron around it. These atoms are all spinning, with axes pointing in random directions. Hydrogen atoms are abundant in fat and water, which are present almost throughout the body.
    • The MRI machine itself looks like a giant doughnut. The hole in the centre, called the bore, is where the person whose body is to be scanned is inserted. Inside the doughnut is a powerful superconducting magnet whose job is to produce a powerful and stable magnetic field around the body. Once the body part to be scanned is at the centre of the bore, the magnetic field is switched on.
    • Each hydrogen atom has a powerful magnetic moment, which means in the presence of a magnetic field, the atom’s spin axis will point along the field’s direction. The superconducting magnet applies a magnetic field down the centre of the machine, such that the axes of roughly half of the hydrogen atoms in the part to be scanned are pointing one way and the other half are pointing the other way. This matching is almost exact: in around a million atoms, only a handful remain unmatched — that is, a small population of ‘excess’ atoms pointing one way or the other.
    • The machine has a device that emits a radiofrequency pulse at the part under the scanner. When the pulse is ‘on’, only the small population of ‘excess’ atoms absorbs the radiation and gets excited. When the pulse goes ‘off’, these atoms emit the absorbed energy and return to their original, lower energy states. 
    • Finally, a detector receives the emissions and converts them to signals, which are sent to a computer that uses them to recreate two- or three-dimensional images of that part of the body.

    Limitations:

    • Because of the MRI technique’s use of strong magnetic fields, individuals with embedded metallic objects (like shrapnel) and metallic implants, including pacemakers, may not be able to undergo MRI scans. 
    • MRI machines are expensive: Depending on the specifications, including the strength of the magnetic fields and the imaging quality, they cost from a few tens of lakh rupees to a few crores. Diagnostic facilities pass this cost on to its patients. Based on the clinical requirements, scans often cost ₹10,000 or more each — a sizable sum in India.
    • Discomfort: Inside the machine, the individual is expected to lie still for tens of minutes, until the scan is complete. If the individual moves, the resulting image will be distorted and the scan will have to be repeated. The problem is exacerbated if the individual is claustrophobic (although some ‘open-bore’ MRI machine designs can alleviate this issue).

    First human receives Neuralink brain chip implant

    Context: As per the computer-brain interface company Neuralink, the first human has received a brain chip implant and is recovering well.

    How do neurons work?

    How do neurons work?
    • Nerve cells or neurons are the basic functional units of the nervous system. Multiple interconnected neurons form a neural circuit and use electrical and chemical signals to quickly transmit information among themselves and throughout the body. 
    information flow through neurons

    About Neuralink brain implant/chip

    • Rationale: Neuralink is working on linking the nervous system to computers, with efforts aimed at helping treat brain disorders, overcoming brain injuries, and other applications.
    • Aim: To give people the ability to control a computer cursor or keyboard using their thoughts alone or “just by thinking”. The initial users would be those who have lost use of their limbs. 

    Working of the brain chip

    • Implantation: The chip, roughly the size of a small coin, is implanted into the motor cortex of the brain through a minor surgical procedure via a robotic surgery. The chip consists of thin, flexible threads/wires containing electrodes which are inserted into specific brain regions, aiming to record neural activity. 
    • Data Acquisition: The electrodes pick up electrical signals generated by neurons firing, translating brain activity into digital information. The chip processes this data, identifying patterns and translating them into meaningful actions.
    • Communication: The processed data is wirelessly transmitted to an external device (like a computer or phone) via a low-power transmitter.
    neuralink brain chip
    image 11

    Risks

    • This technology is still evolving, and its long-term impact on humans is unknown. Additionally, brain surgery has significant potential risks such as brain haemorrhage or seizures. 

    Gemini AI: Google’s newest Artificial intelligence model

    Context: Google recently unveiled Gemini AI, its latest large language model (LLM), designed to exhibit human-like behaviour.

    About Gemini AI:

    • Google Gemini is a new multimodal generational AI model which comes in three sizes: Nano, Pro, and Ultra, catering to various needs of the users.
    • Gemini Ultra is the first model to outperform human experts on massive multitask language understanding (MMLU), which uses a combination of 57 subjects such as maths, physics, history, law, medicine and ethics for testing both world knowledge and problem-solving abilities.
    image 21

    Generative AI models:

    • Generative AI, also known as generative artificial intelligence, refers to a subset of artificial intelligence techniques that focus on generating new content or data that is similar to existing examples.
    • It involves using machine learning algorithms to create new and original content, such as images, text, audio, or even video with the help of natural-language prompts. E.g., DALL-E for image generation, ChatGPT for text generation. 
    • One of the most popular approaches to generative AI is the use of generative models, particularly generative adversarial networks (GANs).
      • GANs consist of two components: a generator and a discriminator.
      • The generator learns to create new samples that resemble the training data, while the discriminator tries to distinguish between the generated samples and real data.
      • Through an iterative process, both components improve their performance, resulting in the generation of increasingly realistic content.

    ​​Applications of Generative AI: 

    • Generate personalised social media posts, blogs, and marketing text and video copies by providing a text prompt. E.g., Midjourney.
    • Software coding: Code generation, translation, explanation and verification. E.g., GitHub, Copilot6
    • Summarise research materials to reduce countless hours of human research.
    • Can help create complex engineering, machine design and Architecture through Generative Image and video technology.
    • Can help in medical diagnosis by generating personalised treatment plans for patients’ symptoms and medical history.
    • Create immersive virtual environments or augmented reality experiences by generating realistic 3D objects, landscapes, or characters.