Yann LeCun is an accomplished French computer scientist. He is an expert in computer vision, machine-learning, and computational neuroscience. He is currently the Silver professor at New York University's Courant Institute of Mathematicsal Sciences and Vice President, Chief AI Scientist at Meta. He is also the Founder and Chief AI Scientist of Meta.
Facebook Chief AI Scientist and VP
Yann Lun, Facebook's Chief AI Scientist and Vice President, is a highly-skilled machine learning scientist. Before joining Facebook in 2013, Yann LeCun was a Bell Labs researcher. He works now with the Applied Machine Learning department, which integrates AI within Facebook products. LeCun is a proponent of transparency within the AI community and regularly publishes his works. He is also a National Academy of Engineering member.
The Facebook AI research lab has seen a dramatic increase in its size over the past few years. The lab now has six offices and employs over 100 people. Yesterday, the company revealed that it will double its Paris-based research team. In addition, it plans to quadruple the number of Ph.D. students in Paris.
Silver professor at New York University
Yann LeCun (French computer scientist) is an avid reader of machine learning, mobile robotics and computational neuroscience. He is currently the Silver Lecturer at New York University’s Courant Institute of Mathematical Sciences.
LeCun is a recipient of the ACM Turing Award for his engineering and conceptual breakthroughs. He is also a member of the National Academy of Engineering. A speaker booking agency can help you hire Yann LeeCun for your event.
Author of over 180 technical papers
Yann LeCun is a French computer scientist who works in the fields of machine learning, computer vision, and computational neuroscience. He holds a number of academic appointments and is a Silver Professor at New York University's Courant Institute of Mathematical Sciences. His research interests include computer vision and neural networks.
LeCun is a widely cited computer scientist who has been working in artificial intelligence for the past 20 years. He is considered one of the pioneers of convolutional network design. He is also the co-creator of the DjVu photo compression technology and Lush programming language. Yann has been recognized for his work in a number of fields and has published over 180 technical papers.
Joint embedding prediction architecture (JEPA) founder
JEPA is a new model of AI that uses energy-based models to learn high-level representations. This approach replaces contrastive and uses regularized techniques to extract high-level latent characteristics from inputs. It also discards irrelevant information. JEPA can thus learn to draw inferences from a high-dimensional global model.
This approach allows for alignment of multiple datasets without losing individual specificity. It can also be extended for more than 2 datasets. This workflow is illustrated in Fig. 1A.
Geoffrey Hinton’s influence on Hinton’s work
Yann LéCun is a computer scientist who also serves as the Vice President of Facebook's AI research organization. He is also an adjunct professor at New York University. His work focuses on deep learning and convolutional neural networks. He graduated from Pierre and Marie Curie University and was a postdoctoral fellow under Geoffrey Hinton. In this interview, LeCun discusses his foundational work on convolutional neural networks, and his advice to anyone getting into AI.
LeCun's research was greatly influenced by Hinton. His mentorship of more than thirty PhD and master's students as well as postdocs, postdocs and undergraduates was a huge success. Many went on to become world leaders in this field. Brendan Frey (Hinton's protege) completed his PhD under Hinton back in 1997. He became a leader in deep learning.
FAQ
What are the benefits to AI?
Artificial Intelligence, a rapidly developing technology, could transform the way we live our lives. Artificial Intelligence is already changing the way that healthcare and finance are run. It is expected to have profound consequences on every aspect of government services and education by 2025.
AI is already being used for solving problems in healthcare, transport, energy and security. The possibilities for AI applications will only increase as there are more of them.
What makes it unique? First, it learns. Unlike humans, computers learn without needing any training. Instead of teaching them, they simply observe patterns in the world and then apply those learned skills when needed.
AI stands out from traditional software because it can learn quickly. Computers can quickly read millions of pages each second. They can recognize faces and translate languages quickly.
Artificial intelligence doesn't need to be manipulated by humans, so it can do tasks much faster than human beings. It can even surpass us in certain situations.
In 2017, researchers created a chatbot called Eugene Goostman. The bot fooled many people into believing that it was Vladimir Putin.
This shows how AI can be persuasive. Another advantage of AI is its adaptability. It can also be trained to perform tasks quickly and efficiently.
This means that businesses don't have to invest huge amounts of money in expensive IT infrastructure or hire large numbers of employees.
Who was the first to create AI?
Alan Turing
Turing was created in 1912. His father was a clergyman, and his mother was a nurse. He was an excellent student at maths, but he fell apart after being rejected from Cambridge University. He started playing chess and won numerous tournaments. After World War II, he was employed at Bletchley Park in Britain, where he cracked German codes.
He died in 1954.
John McCarthy
McCarthy was born on January 28, 1928. He studied maths at Princeton University before joining MIT. There, he created the LISP programming languages. He was credited with creating the foundations for modern AI in 1957.
He died in 2011.
How does AI work?
An algorithm refers to a set of instructions that tells computers how to solve problems. An algorithm is a set of steps. Each step is assigned a condition which determines when it should be executed. The computer executes each step sequentially until all conditions meet. This continues until the final results are achieved.
Let's say, for instance, you want to find 5. If you wanted to find the square root of 5, you could write down every number from 1 through 10. Then calculate the square root and take the average. That's not really practical, though, so instead, you could write down the following formula:
sqrt(x) x^0.5
This is how to square the input, then divide it by 2 and multiply by 0.5.
A computer follows this same principle. It takes your input, multiplies it with 0.5, divides it again, subtracts 1 then outputs the result.
What is AI used today?
Artificial intelligence (AI) is an umbrella term for machine learning, natural language processing, robotics, autonomous agents, neural networks, expert systems, etc. It's also called smart machines.
Alan Turing was the one who wrote the first computer programs. He was interested in whether computers could think. In his paper, Computing Machinery and Intelligence, he suggested a test for artificial Intelligence. The test tests whether a computer program can have a conversation with an actual human.
John McCarthy, in 1956, introduced artificial intelligence. In his article "Artificial Intelligence", he coined the expression "artificial Intelligence".
Many types of AI-based technologies are available today. Some are easy and simple to use while others can be more difficult to implement. These include voice recognition software and self-driving cars.
There are two major categories of AI: rule based and statistical. Rule-based AI uses logic to make decisions. An example of this is a bank account balance. It would be calculated according to rules like: $10 minimum withdraw $5. Otherwise, deposit $1. Statistics is the use of statistics to make decisions. A weather forecast might use historical data to predict the future.
From where did AI develop?
Artificial intelligence was established in 1950 when Alan Turing proposed a test for intelligent computers. He stated that a machine should be able to fool an individual into believing it is talking with another person.
John McCarthy later took up the idea and wrote an essay titled "Can Machines Think?" McCarthy wrote an essay entitled "Can machines think?" in 1956. It was published in 1956.
Are there any risks associated with AI?
Of course. They always will. AI is seen as a threat to society. Others argue that AI is not only beneficial but also necessary to improve the quality of life.
AI's greatest threat is its potential for misuse. The potential for AI to become too powerful could result in dangerous outcomes. This includes robot overlords and autonomous weapons.
AI could eventually replace jobs. Many fear that AI will replace humans. Some people believe artificial intelligence could allow workers to be more focused on their jobs.
Some economists even predict that automation will lead to higher productivity and lower unemployment.
What are some examples AI-related applications?
AI can be used in many areas including finance, healthcare and manufacturing. These are just a handful of examples.
-
Finance - AI has already helped banks detect fraud. AI can identify suspicious activity by scanning millions of transactions daily.
-
Healthcare – AI is used in healthcare to detect cancerous cells and recommend treatment options.
-
Manufacturing – Artificial Intelligence is used in factories for efficiency improvements and cost reductions.
-
Transportation – Self-driving cars were successfully tested in California. They are being tested across the globe.
-
Energy - AI is being used by utilities to monitor power usage patterns.
-
Education - AI is being used in education. Students can interact with robots by using their smartphones.
-
Government - AI is being used within governments to help track terrorists, criminals, and missing people.
-
Law Enforcement – AI is being utilized as part of police investigation. Databases containing thousands hours of CCTV footage are available for detectives to search.
-
Defense - AI can be used offensively or defensively. Artificial intelligence systems can be used to hack enemy computers. Defensively, AI can be used to protect military bases against cyber attacks.
Statistics
- Additionally, keeping in mind the current crisis, the AI is designed in a manner where it reduces the carbon footprint by 20-40%. (analyticsinsight.net)
- According to the company's website, more than 800 financial firms use AlphaSense, including some Fortune 500 corporations. (builtin.com)
- More than 70 percent of users claim they book trips on their phones, review travel tips, and research local landmarks and restaurants. (builtin.com)
- The company's AI team trained an image recognition model to 85 percent accuracy using billions of public Instagram photos tagged with hashtags. (builtin.com)
- In 2019, AI adoption among large companies increased by 47% compared to 2018, according to the latest Artificial IntelligenceIndex report. (marsner.com)
External Links
How To
How to set up Amazon Echo Dot
Amazon Echo Dot, a small device, connects to your Wi Fi network. It allows you to use voice commands for smart home devices such as lights, fans, thermostats, and more. You can use "Alexa" for music, weather, sports scores and more. Ask questions, send messages, make calls, place calls, add events to your calendar, play games and read the news. You can also get driving directions, order food from restaurants or check traffic conditions. It works with any Bluetooth speaker or headphones (sold separately), so you can listen to music throughout your house without wires.
Your Alexa-enabled device can be connected to your TV using an HDMI cable, or wireless adapter. One wireless adapter is required for each TV to allow you to use your Echo Dot on multiple TVs. Multiple Echoes can be paired together at the same time, so they will work together even though they aren’t physically close to each other.
These are the steps to set your Echo Dot up
-
Turn off your Echo Dot.
-
Use the built-in Ethernet port to connect your Echo Dot with your Wi-Fi router. Make sure that the power switch is off.
-
Open the Alexa app for your tablet or phone.
-
Select Echo Dot in the list.
-
Select Add New Device.
-
Choose Echo Dot, from the dropdown menu.
-
Follow the instructions on the screen.
-
When asked, type your name to add to your Echo Dot.
-
Tap Allow access.
-
Wait until your Echo Dot is successfully connected to Wi-Fi.
-
You can do this for all Echo Dots.
-
Enjoy hands-free convenience