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Can LLMs Be Used for Financial Forecasting?
How We Used Fine-Tuning with Synthetic Reasoning Traces and RLVR/GRPO to Train a Financial Reasoning Model
Jun 20
•
Ram Komarraju
3
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Can LLMs Be Used for Financial Forecasting?
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Forget 'Vibe Coding': Why Karpathy's Talk Shows Fundamentals Still Matter
But the real story isn't just how we'll code, but what we're building towards. After decades of shifting to web and mobile, the next great business…
Jun 20
•
Ram Komarraju
4
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Forget 'Vibe Coding': Why Karpathy's Talk Shows Fundamentals Still Matter
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May 2025
The Evolution of Meta's Llama LLMs
Charting the Architectural Progression of its Open Weight Models
May 8
•
Ram Komarraju
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The Evolution of Meta's Llama LLMs
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April 2025
The End of the App Store?
Why You Might Only Need One AI Super App
Apr 11
•
Ram Komarraju
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The End of the App Store?
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2
Llama 4 Is a Context Monster—Just Don’t Ask It to Think (Yet)
Larger context, native support for multimodality, but no reasoning versions yet
Apr 6
•
Ram Komarraju
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Llama 4 Is a Context Monster—Just Don’t Ask It to Think (Yet)
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MCP Demystified: Bridging a Gap in Official Documentation
A simple and clear insight into how Claude Desktop actually uses MCP — with diagrams and an explanation you won’t find in the official docs.
Apr 4
•
Ram Komarraju
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MCP Demystified: Bridging a Gap in Official Documentation
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Why the Future of Agentic AI Won’t Be Chained: The Case for LLM-Driven Agents
Predicting the shift from developer-defined chains to LLM-driven orchestration.
Apr 3
•
Ram Komarraju
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Why the Future of Agentic AI Won’t Be Chained: The Case for LLM-Driven Agents
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March 2025
A case for learning GPT-2
A foundational model that still teaches you more than you’d expect.
Mar 22
•
Ram Komarraju
3
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A case for learning GPT-2
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Chasing Intelligence: The Rise, Limits, and Future of Large Language Models
There are many ways in which one could explain AI as a phenomenon over the past few years.
Mar 6
•
Ram Komarraju
2
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Chasing Intelligence: The Rise, Limits, and Future of Large Language Models
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1
AI Won’t Kill SaaS—It Will Make It Smarter
Lately, there’s been a lot of noise about how AI will make the current SaaS model obsolete.
Mar 4
•
Ram Komarraju
3
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AI Won’t Kill SaaS—It Will Make It Smarter
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February 2025
LLMs vs Traditional ML for Fraud Detection: A Balanced Analysis
A short follow up to my previous post from last week on why and how LLMs can complement traditional ML techniques for fraud detection.
Feb 25
•
Ram Komarraju
3
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LLMs vs Traditional ML for Fraud Detection: A Balanced Analysis
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Mechanistic Interpretability for Fraud Detection using LLMs
A Short Study on the Application of MechInterp
Feb 18
•
Ram Komarraju
5
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Mechanistic Interpretability for Fraud Detection using LLMs
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