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July 29, 2025

Machine Unlearning: Erasing knowledge from LLMs

According to the Open Worldwide Application Security Project (OWASP) report on top 10 LLM risks, the Top-1 risk is prompt injection. But guess what comes second?

Let’s dive into machine unlearning — how can we try to erase knowledge from LLM weights, and how the bad guys might undo all your efforts.

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February 28, 2025

Building Leapfrog AI: LLM powered Chat Agent for Supply Chain Design

Leapfrog AI is a specialized LLM assistant integrated into Optilogic’s Cosmic Frog Supply Chain Design platform. It transforms complex supply chain design into natural language interactions, making sophisticated data analysis and modeling accessible to business users.

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October 05, 2023

Finetuning GPT3.5 – Rick Sanchez

Large Language Models (LLMs) have taken the world by storm. Most prominent among them, Chat-GPT has disrupted our daily and professional lives. From high-school essays to creative writing, coding, and journalism, we must embrace AI writing assistants’ advancement. While prompt engineering often helps align the output of these models to specific tasks, it can sometimes fall short, particularly when trying to follow a certain style or tone.

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