Welcome to this new edition!

In Today’s Menu:

• AI-related Quote

• AI-ducation: Unsupervised Learning

• Top 3 News of the Week

• AI story: Yoshua Bengio

• Image of The Day

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The AI-related Quote

The AI-ducation

Unsupervised Learning

Unsupervised learning is a type of machine learning where algorithms analyze data without labeled responses. Unlike supervised learning, which relies on input-output pairs, unsupervised learning identifies hidden patterns or structures within the data.

A common application is clustering, where data points are grouped based on similarity. For example, unsupervised learning can group customers with similar purchasing behaviors in customer segmentation, aiding targeted marketing strategies.

Another application is dimensionality reduction, which simplifies data by reducing the number of variables while retaining essential information. This technique is valuable in fields like image processing and genomics, where data sets are large and complex.

By uncovering hidden structures, unsupervised learning enables AI systems to make sense of data without explicit instructions, enhancing their ability to learn and adapt autonomously.

The 3 News of the Week

#1 - Free users get ChatGPT App access

• OpenAI's ChatGPT app for Windows PCs is now available to free plan users, after previously being limited to paid and educational accounts.

• The app introduces features like webcam integration, customizable shortcuts, and an advanced voice mode for natural conversations.

• By expanding access and enhancing functionality, OpenAI positions the app as a robust alternative to the web version, making it more inclusive and engaging for all users.

#2 - Google launches Gemini for iPhone

• Google has debuted the Gemini app for iPhone, providing users with text, voice, and camera input, similar to the web experience.

• The app introduces Gemini Live, a conversational mode akin to ChatGPT’s voice feature, bringing more interactivity to iPhone users.

• Seamlessly integrated with Google apps like YouTube Music and Google Maps, Gemini’s launch highlights the fierce competition among AI chatbot developers to dominate users' daily routines.

#3 - Nvidia’s AI chip servers face overheating concerns

• Nvidia’s Blackwell AI chips, known for their advanced performance, are facing overheating issues when used in server racks designed to hold up to 72 chips.

• The company is working with suppliers to redesign the racks, addressing customer concerns about delays impacting their AI data center timelines.

• Despite these setbacks, the Blackwell chips promise groundbreaking speeds, showcasing Nvidia's continued commitment to pushing the limits of AI hardware.

The AI Story

Yoshua Bengio

Yoshua Bengio is a leading figure in artificial intelligence, renowned for his pioneering work in deep learning. Born in Paris in 1964, he pursued his education in Canada, earning a Ph.D. in computer science from McGill University in 1991. Bengio's research has significantly advanced neural networks, particularly in natural language processing and computer vision.

In 2018, he received the prestigious A.M. Turing Award, often referred to as the "Nobel Prize of Computing," alongside Geoffrey Hinton and Yann LeCun, for their contributions to deep learning. As a professor at the Université de Montréal and the founder of the Montreal Institute for Learning Algorithms (MILA), Bengio continues to influence AI research and development.

His work has laid the foundation for many AI applications we use today, from voice assistants to image recognition systems, making him a central figure in the evolution of artificial intelligence.

Image of The Day

Prompt: 
"Tilt-shift photography effect, highly detailed 3D miniature scene, a group of young adventurers, including students, a yoga woman, and an office worker with backpacks, curiously exploring a surreal fruit jungle filled with gigantic blueberries and green grapes. The oversized fruits tower above the explorers, their glossy surfaces reflecting soft, magical light. The adventurers look around with wonder and cautious excitement, navigating through the lush jungle. Bright, clean colors with vibrant blues, greens, and golden highlights, dreamy realism style, ultra clear details on the characters and fruits in the foreground, with a soft blur towards the background to enhance the toy-like, miniature fairy-tale effect.”

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