Simple next-token generation, the foundational technique of large language models (LLMs), is usually insufficient for tackling complex reasoning tasks. To address this limitation, various research teams have explored innovative methodologies aimed at enhancing the reasoning capabilities of LLMs. These enhancements are crucial for enabling these models to handle more intricate … [Read more...] about Advancing AI’s Cognitive Horizons: 8 Significant Research Papers on LLM Reasoning
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The Impact of Custom GPTs: An Overview of Their Key Applications
ChatGPT has fundamentally changed the way we can tackle a broad array of tasks, introducing unprecedented levels of automation and intelligence into our workflows. However, leveraging this technology effectively often hinges on the user's ability to craft precise and insightful prompts – a skill not everyone possesses. Recognizing this barrier, OpenAI introduced custom GPTs … [Read more...] about The Impact of Custom GPTs: An Overview of Their Key Applications
Systems That Create: The Growing Impact of Generative AI
We humans like to think we’re the only beings capable of creativity, but computers have been used as a generative force for decades, creating original pieces of writing, art, music, and design. This digital renaissance, powered by advancements in artificial intelligence and machine learning, has ushered in a new era where technology not only replicates but also innovates, … [Read more...] about Systems That Create: The Growing Impact of Generative AI
Top 10 Influential AI Research Papers in 2023 from Google, Meta, Microsoft, and More
From Generative Agents research paper In this article, we delve into ten transformative research papers from diverse domains, spanning language models, image processing, image generation, and video editing. As discussions around Artificial General Intelligence (AGI) reveal that AGI seems more approachable than ever, it's no wonder that some of the featured papers explore … [Read more...] about Top 10 Influential AI Research Papers in 2023 from Google, Meta, Microsoft, and More
Generative vs Predictive AI: Key Differences & Real-World Applications
Generated with Bing and edited with Photoshop Predictive AI and generative AI are two powerful applications of artificial intelligence with a wide range of use cases in business and industry. Both types of AI use machine learning to learn from data, but they do so in different ways and have different capabilities. Business leaders must understand the strengths and … [Read more...] about Generative vs Predictive AI: Key Differences & Real-World Applications
What ChatGPT Knows about You: OpenAI’s Journey Towards Data Privacy
After all the concerns raised by ChatGPT’s data outage on the past 20th of March, we quickly observed some reactions from the outside world. The most forceful one? Italy banning ChatGPT for data privacy concerns. Nearly one month after the incident, OpenAI has already taken some actions regarding user data privacy: The possibility to turn off the chat history … [Read more...] about What ChatGPT Knows about You: OpenAI’s Journey Towards Data Privacy
Most Powerful 7 Language (LLM) and Vision Language Models (VLM) Transforming AI in 2023
In the rapidly evolving field of artificial intelligence, natural language processing has become a focal point for researchers and developers alike. Building on the foundations of Transformer architecture and BERT’s bidirectional upgrade, several groundbreaking language models have emerged in recent years, pushing the boundaries of what machines can understand and … [Read more...] about Most Powerful 7 Language (LLM) and Vision Language Models (VLM) Transforming AI in 2023
Beyond ChatGPT: Open-Source Projects in Generative AI
In the realm of generative AI, open-source projects have emerged as powerful tools that democratize access to cutting-edge models and foster collaborative development. They enable researchers, developers, and enthusiasts to experiment, improve upon existing models, and create novel applications that benefit society as a whole. In this article, I want to briefly review the … [Read more...] about Beyond ChatGPT: Open-Source Projects in Generative AI
Top 6 Research Papers On Diffusion Models For Image Generation
Midjourney Evolution. V1 – V5.1 In 2015, a research paper from Stanford University and UC Berkeley introduced diffusion models, coming originally from statistical physics, into the field of machine learning. According to the paper summary, “the essential idea is to systematically and slowly destroy the structure in a data distribution through an iterative forward diffusion … [Read more...] about Top 6 Research Papers On Diffusion Models For Image Generation
The Evolution Of Science: From Descartes To Generative AI
Image generated by ArtMyko using Midjourney The belief that science means observable and repeatable experiments, which began with Descartes in the seventeenth century, is, to this extent, over. Global understanding is, by contrast, based on computational models supported by a knowledge infrastructure. — How to See the World, Nicolas Mirzoeff The Arabic numeral system … [Read more...] about The Evolution Of Science: From Descartes To Generative AI