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Thoughts, ideas, and lessons from my projects and experiences.

Multimodal AI: Building Smarter Systems Through Specialized Model Collaboration
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Multimodal AI: Building Smarter Systems Through Specialized Model Collaboration

10 November 2024

Specialized models work seamlessly together, each focusing on what they do best—text, image, audio, or decision-making. Real-time collaboration makes AI smarter, faster, and more adaptable. The future of AI isn't one giant model; it's a network of specialized models working in perfect sync.

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From ChatGPT to Specialized Agents: Where AI is Heading Next
AILLM+2

From ChatGPT to Specialized Agents: Where AI is Heading Next

3 November 2024

AI is evolving quickly—from large language models (LLMs) like GPT-4 to specialized agents. Agents working alongside LLMs help solve challenges like hallucinations, making AI smarter, more reliable, and bringing us closer to AGI.

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Can AI Ever Truly Understand the World Like We Do?
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Can AI Ever Truly Understand the World Like We Do?

14 December 2023

How do humans and AI models really think differently? Humans build a deep 'world model' shaped by experiences, senses, and trial and error, allowing us to understand, adapt, and relate. In contrast, large language models rely purely on statistical patterns from text. Discover how this fundamental difference impacts the way we see the world—and why human intelligence remains uniquely powerful.

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AI in Fintech: Trends to Watch in 2023
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AI in Fintech: Trends to Watch in 2023

15 April 2023

Artificial intelligence continues to transform the fintech industry. Here are the key trends for product managers to watch during the coming year.

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From Product to Platform: Scaling Strategy
ArchitectureProduct Management+2

From Product to Platform: Scaling Strategy

22 March 2023

How to build scalable architecture that enables rapid expansion from a single product to a complete platform.

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