Sohaib Arif — AI Safety Research

Notes on AI safety for local & embedded models

Hidden Pitfalls In Learning Robotics: Choosing Your Motors And Power Supply

Describes how to select batteries, motors and other components for robotics and shows examples using AMD Kria KR260 based robot.

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Getting started with AMD Kria KR 260 hardware

Tutorial on how to enable use of hardware pins on AMD Kria KR 260

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Result Visualization for local llm tool use

Different visualizations to indicate weather local LLMs follow instructions or not and what the failure modes are when they don't.

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Updates to the LLM tool use project

Describes updates to the tool use project updates

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Interactive graph showing temperature, top_k and top_p

Interactive graph showing temperature, top_k and top_p

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Experimental Setup and results for tool use verification project

Describes the experimental setup for Local LLM tool Use verification

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Introduction to the blog

Post showing why I made this website and blog