Learn something new every Saturday about #AI #ML #DataScience #Cloud and #Tech with Weekly Newsletter. Join with 278+ AI Enthusiasts!
AI Tech CircleHey Reader! Before you read the weekly updates, I wanted to ask how your New Year's resolutions are going since we are already in the first weekend of 2024. If you need tips to turn your resolutions into actions, I have shared my experiences with you, read over here. Generative AI Tech Stack EvolutionWe enter an era marked by rapid advancements and unprecedented integration of artificial intelligence in over IT ecosystem. At the heart of this evolution lies a sophisticated layering of technological components, each playing a pivotal role in shaping the future of AI applications. As outlined by Accenture in the guide ‘A new era of generative AI for everyone’ 5 layers of technology stack. Applications: The realm of Generative AI and Large Language Models (LLMs) is expanding into a more user-centric era. Cloud APIs and embedded AI capabilities will make these technologies more accessible and customizable, enabling seamless integration into various applications and allowing users to tailor models to their unique datasets and objectives. Fine-tuning: The art of fine-tuning models is evolving into a critical discipline that bridges technology with diverse fields such as software engineering, cognitive psychology, linguistics, and user-experience design, reflecting the growing complexity and interdisciplinary nature of AI applications. Foundation Models: As the marketplace for foundation models grows, we'll see a surge in model variety and sophistication. Next-generation models will prioritize a balance of scale, interpretability, and adaptive performance, meeting the needs of a broader array of applications. Data: The journey towards a mature data lifecycle is becoming essential for leveraging AI. Mastery over data architecture, innovative data types, and the handling of large-scale datasets will be key. Future data platforms are expected to enhance feature extraction and analysis capabilities, empowering more sophisticated AI models. Infrastructure: The backbone of Generative AI is its infrastructure. Sustainable cloud solutions will be pivotal, focusing on managing operational costs and reducing carbon footprints. The modernization of data centers, along with advances in chip architecture and algorithm efficiency, will form the cornerstone of next-gen AI infrastructure. |
Weekly News & Updates...This week's new AI features and products are announced, fueling the technology revolution.
The Cloud: the backbone of the AI revolution
Favorite Tip Of The Week:Here’s my favorite resource of the week. How to create complex GPTs with API actions and a Node.js backend Potential of AI
Things to Know
The Opportunity...Podcast:
Courses to attend:
Events:
Tech and Tools...
Data Sets...
Other Technology NewsWant to stay on the cutting edge? Here’s what else is happening in Information Technology you should know about:
Earlier Edition of a newsletterThat’s it!As always, thanks for reading. Hit reply and let me know what you found most helpful this week - I’d love to hear from you! Until next week, Kashif Manzoor The opinions expressed here are solely my own conjecture based on experience, practice, and observation. They do not represent the thoughts, intentions, plans, or strategies of my current or previous employers or their clients/customers. The objective of this newsletter is to share and learn with the community. |
Kashif Manzoor
Learn something new every Saturday about #AI #ML #DataScience #Cloud and #Tech with Weekly Newsletter. Join with 278+ AI Enthusiasts!
AI Tech Circle Hey Reader! As artificial intelligence and generative AI continue to advance rapidly, the technology sector is increasingly investing in Gen AI. Gartner predicted that by 2026, over 80% of organizations will be using Gen AI or Gen AI-enabled applications, compared to less than 5% in 2023. The Oracle database is one of the world's most popular databases, known for keeping up with industry trends and providing innovative solutions to businesses. As the internet boom arrived,...
AI Tech Circle Hey Reader! This week, I had a chance to dig deep into the report published by the German Federal Office for Information Security, "Generative AI Models - Opportunities and Risks for Industry and Authorities." This report has covered a few areas, such as the planning, development, and operation phases of generative AI models, where a systematic risk analysis should be conducted. For those of us involved in organizational projects that employ Large language models, it's crucial...
AI Tech Circle Hey Reader! I am back this week after taking a break for the Eid holidays. Recently, the UAE experienced the heaviest rainfall in its history, which posed significant challenges. The UAE leadership stepped forward to address the situation, and civil service departments and volunteers worked tirelessly day and night to support the residents affected by the heavy rain. This week started with the event 'MachinesCanSee' at the Museum of the Future, Dubai. It was quite a good...