??DeepMind's JEST supercharges AI training
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Monday's Highlight: Discover the latest groundbreaking advancements in AI, reshaping the landscape with innovations from training acceleration to health diagnostics. Dive into our newsletter for more insights.
Today on Guru99 AI Report:
??DeepMind's JEST: Transforming AI training efficiency.
??Taiwan's AI Investments: Showing promising returns.
??5 AI Tools: Boosting productivity like never before.
??Prompt of The Day: Enhance memory with effective techniques.
??Imagine Art: Crafting stunning product images.
??AI Blood Test: Early detection of Parkinson's disease.
??AI Image Generator: Showcasing chocolates from around the world.
??DeepMind's JEST: Transforming AI training efficiency.
Google DeepMind Unveils JEST: A Revolutionary AI Training Technique
Overview: Google DeepMind researchers have introduced JEST (Joint Example Selection Technique), a groundbreaking method that dramatically accelerates AI model training while reducing computing demands.
The details:
??Dual Model Approach: JEST utilizes a pre-trained reference model alongside a 'learner' model, focusing on identifying the most valuable data examples.
??Efficiency Boost: By selecting the most instructive data batches, JEST enhances AI training speed by up to 13 times and efficiency by 10 times compared to current leading methods.
??Benchmark Success: JEST achieved top-tier performance, requiring only 10% of the training data needed by previous models.
??Data Quality Bootstrapping: This technique uses small, curated datasets to guide learning on larger, unstructured datasets.
??Energy Efficiency: JEST's ability to cut computing requirements addresses the growing concern over AI's energy consumption, making model training more sustainable.
??Future Potential: With faster training capabilities, the rapid advancement and release of sophisticated AI models are on the horizon.
?? In partnership with Zoho Assist
I reviewed Zoho Assist, a tool that allows you to work with large teams easily, from anywhere. It is flexible, reliable, and can grow with your needs. This tool can help you improve your business processes by implementing our industry-leading enterprise remote support solution.
?? Zoho Assist provides businesses worldwide with secure, cloud-based remote support and remote access software to enhance customer support experiences.
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??Taiwan's AI Investments: Showing promising returns.
?? The number of Ferraris cruising Taiwan's roads has doubled compared to four years ago, possibly due to the AI boom. The world's 22nd-largest economy has benefited from the growing interest in AI-capable processors, housing some of the top semiconductor designers and manufacturers, including the giant TSMC, which produces around 90% of the world's AI chips.
?? A Financial Times analysis indicates that Taiwan is creating millionaires faster than any other country, with its share expected to increase by 47% by 2028. However, it's not just top executives reaping the benefits. Tech employees across the board are receiving bonuses that sometimes surpass their annual salaries. For example, WinWay, which assists chip companies in testing their equipment, awarded workers a bonus equivalent to about 30 months of work last year.
?? The growth shows no signs of slowing down: Major chip companies like Asia Vital Components and Quanta Computer have seen their shares steadily rise since early 2024. One reason for this growth is that some investors, previously backing Chinese companies, now consider Taiwanese startups a safer bet.
?? However, not everyone benefits equally. The high demand for AI-capable hardware has introduced some challenges. Higher salaries often lead to increased real estate investments, driving up prices for everyone else. Young graduates in Taiwan are finding it difficult to afford housing as a result. Despite these issues, most economists view the chip boom as a net positive for Taiwan, believing the revenue influx will eventually benefit everyone.
??5 AI Tools: Boosting productivity like never before.
?? I evaluated monday.com and noticed it is designed to support all kinds of work, allowing customers to create workflows that meet their needs. As per my review, the beta version of the monday AI Assistant will enhance customer interactions and development on the WorkOS platform.
?? In the course of my review, I found that Zoho WorkDrive transforms team collaboration with a secure, shared workspace. In my experience, it helps you create, collaborate, and let teamwork thrive.
?? While reviewing Zoho SalesIQ, I noticed it is a robust AI chatbot builder for websites. As per my review, it helps your team be more efficient and boosts customer engagement with its enterprise-ready platform, Zobot?.
?? I analyzed Zoho Creator and found it is a tool that helps you create and manage business software with little coding. In my experience, it helps you add AI to your business apps in a few clicks without needing to code.
?? I reviewed Smartsheet and found it has added AI to its services to help you make significant changes. In my opinion, before discussing AI tools, it is best to understand what AI integration means for your data.
领英推荐
?? I analyzed Salesforce AI and found it offers reliable and flexible AI through the Einstein 1 Platform. In my experience, you can use this AI on your customer data to create custom, predictive, and safe AI experiences for your business needs. It allows you to bring conversational AI to any workflow, user, or industry with Einstein.
??Prompt of The Day: Enhance memory with effective techniques.
Prompt: In an overview style, but then in-depth, what are the most important figures, facts, things to know, or similar that I have to know in relation to [Insert Topic here].
After that, help me create a memorization technique that will help me to remember this information later.
You have the flexibility to modify the prompt according to your specific requirements.
Source: Anish Singh Walia on Medium
??Imagine Art: Crafting stunning product images.
Explore the Power of Imagine Art AI
?? Visit the Imagine Art website and sign up to receive your credits. Next, choose the Text to Image V2 feature.
?? Pick a style from the options and specify the number of images you wish to generate.
?? You can select the aspect ratio or upload a reference image.
Enter your prompt and click on Generate.
?? In just a few seconds, your product images will be ready for download.
?? With Imagine Art AI, you can create videos, real-time images, upscale images, and even remix them for unique results.
??AI Blood Test: Early detection of Parkinson's disease.
Researchers have recently developed an AI-driven blood test capable of predicting Parkinson's disease up to 7 years before symptoms manifest, potentially transforming early diagnosis and treatment.
The Details:
?? The AI analyzes critical markers in blood samples associated with inflammation and protein degradation, aiming to identify patients likely to develop the disease.
?? In a 10-year study, the test accurately identified 79% of patients who later developed Parkinson's.
?? The AI model predicted Parkinson's up to 7 years before clinical symptoms appeared in some cases.
?? Researchers aspire to create a simple finger-prick version for widespread screenings.
AI's capability to detect subtle patterns in previously unnoticed biological data is unlocking new diagnostic potential. By identifying a debilitating disease years before symptom onset, patients can gain earlier access to preventive treatments.
??AI Image Generator: Showcasing chocolates from around the world.
Prompt: An advertisement for [country demonym] chocolate. The chocolate pieces have a cute [country flag colors] design that reflects the colors of their country's flag. In the bottom right, there's an eye-catching logo that spells "["country's chocolates", in native tongue]". Use a [country flag colors] theme with realistic photography --ar 85:128 --personalize
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