Debabrata Pruseth

Technocrat | Traveler | Story Teller

In Praise of AI Hallucinations: How Creativity Emerges from Uncertainty

AI hallucinations—people don’t like them. Why? Because they bring uncertainty, and we love certainty in life and work. But here’s the twist: in 2024, AI hallucinations helped win a Nobel Prize in Chemistry! Dr. David Baker’s team used hallucinations from AlphaFold to discover groundbreaking protein structures.

Hallucinations, though unpredictable, can lead to bursts of creativity—just like Einstein’s theories or Van Gogh’s art. They can spark new ideas that push science and innovation forward.

We can’t ignore them completely, especially in critical fields like healthcare. But by adding guardrails, improving techniques, and enhancing training, we can manage them.

Want to dive deeper? Check out the full blog for more insights on how AI hallucinations can reshape creativity and innovation! And more how we can live with it.

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LCMs: Large Concept Models – The Path to AGI & The Future of AI Thinking

In December 2024, Meta released a groundbreaking research paper detailing their work on Large Concept Models (LCMs). This represents a significant leap forward in artificial intelligence, moving beyond the limitations of traditional Large Language Models (LLMs) like GPT, Claude, and Gemini. While the development and practical implementation of LCMs will undoubtedly take time, they hold immense promise for pushing the boundaries of AI and bringing us closer to the goal of Artificial General Intelligence (AGI).

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2024: The Transformative Year in AI: Breakthroughs That Redefined the Future

2024 was a groundbreaking year for artificial intelligence, featuring innovations that redefined possibilities. From a Nobel Prize-winning AI advancing scientific discovery to a quantum chip solving in minutes what classical supercomputers would take eons to crack, AI also unlocked animal communication, transformed drug development, and introduced autonomous agentic systems. Here are the top 10 breakthroughs I believe will shape 2025. Share your thoughts!

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Prompt Engineering – Multi Agent Prompting Technique

Discover the power of Multi-Agent Prompting, a game-changing technique in Prompt Engineering. Simulate debates, brainstorm ideas, and tackle complex decisions by instructing multiple AI personas to collaborate or argue. Dive into our latest blog and elevate your ChatGPT interactions!

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Prompt Engineering – Knowledge Gap Identification and Meta-Prompting Techniques

What if you could make ChatGPT identify its own gaps or refine its responses for perfection? Dive into our latest blog on Knowledge Gap Identification and Meta-Prompting—game-changing Prompt Engineering techniques that empower you to take AI interactions to the next level.

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Prompt Engineering – Role Handover Technique

Imagine an AI that can seamlessly switch roles—teacher to student, writer to editor—creating richer, more interactive exchanges. Dive into this transformative technique and learn how to make your AI interactions adaptable, creative, and engaging. Discover the magic of Role Handover now!

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Balancing Generative AI Innovation and Regulations in Banking

As generative AI reshapes industries with unprecedented speed, the global financial sector finds itself at a critical juncture. Governments and regulators are racing to establish frameworks that harness the potential of these technologies while mitigating the risks they pose—especially in high-stakes domains like banking and finance.

For financial institutions, the challenge is both technical and strategic: how to leverage generative AI to enhance innovation and operational efficiency without falling afoul of evolving regulatory landscapes. The stakes are high. Non-compliance not only invites hefty fines but also exposes institutions to reputational, operational, and legal risks that can erode any competitive edge AI promises.

Pioneering efforts like the European Union’s Artificial Intelligence Act and Singapore’s Model AI Governance Framework offer roadmaps for deploying generative AI responsibly. These frameworks aim to strike a delicate balance between fostering technological progress and safeguarding ethical, secure, and transparent AI use.

This blog delves into these regulatory approaches, unpacking their implications for banks and exploring how institutions can align business, technology, and operations with the demands of responsible AI adoption.

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ChatGPT Canvas: Your 24/7 Coding Assistant

Imagine you’re tasked with writing code for your project, debugging complex errors, or optimizing existing scripts. Wouldn’t it be convenient if you had a dedicated assistant to help with every aspect of the coding process? An assistant who is not only knowledgeable in different programming languages but also serves as a code editor, debugger, and reviewer—all working with you to create the perfect code? Welcome to ChatGPT Canvas—available 24/7.

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ChatGPT Canvas: Your 24/7 Writing Assistant

Imagine you’re tasked with writing an internal document for your department or drafting a blog for online publication. Wouldn’t it be convenient if you had a dedicated assistant to handle every aspect of the writing process? An assistant who is not only knowledgeable in the subject but also serves as a proofreader, editor, typist, and document manager—all working with you to create the perfect content? Welcome to ChatGPT Canvas—available 24/7 at a fraction of the cost.

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Transforming Risk Management in Organizations with Generative AI

In today’s fast-paced world, managing risks is harder than ever. Generative AI is changing the game by helping organizations quickly identify, evaluate, and manage risks more effectively. This blog will show you how Generative AI is reshaping risk management, using real-world examples that highlight its powerful impact. We will look at key areas within risk management and explain how Generative AI can transform these processes to make your organization stronger and more prepared for the future.

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