Avoidable and Unavoidable Randomness in GPT-4o
Exploring the sources of randomness in GPT-4o from the known and controllable to the opaque and uncontrollable.- 24861Murphy2025-03-22
Data Science: From School to Work, Part II
How to write clean Python code- 29285Murphy2025-03-22
When Optimal is the Enemy of Good: High-Budget Differential Privacy for Medical AI
Can we guarantee patient privacy without sacrificing model accuracy?- 29962Murphy2025-03-22
LLM + RAG: Creating an AI-Powered File Reader Assistant
How to create a chatbot to answer questions about file’s content- 29992Murphy2025-03-22
LLaDA: The Diffusion Model That Could Redefine Language Generation
How LLaDA works, why it matters, and how it could shape the next generation of LLMs- 29888Murphy2025-03-22
How To Generate GIFs from 3D Models with Python
Complete Tutorial to Automate 3D Data Visualization. Use Python to convert point clouds and 3D models into GIFs & MP4s for easy sharing and collaboration- 25907Murphy2025-03-22
Generative AI and Civic Institutions
Should human obsolescence be our goal?- 27628Murphy2025-03-22
When You Just Can’t Decide on a Single Action
Game Theory 101: Mixing strategies- 23274Murphy2025-03-22
Image Captioning, Transformer Mode On
Implementing CPTR (CaPtion TransformeR) from scratch with PyTorch- 24531Murphy2025-03-22
How to Train LLMs to “Think” (o1 & DeepSeek-R1)
Advanced reasoning models explained- 26443Murphy2025-03-22
The Urgent Need for Intrinsic Alignment Technologies for Responsible Agentic AI
Rethinking AI alignment and safety in the age of deep scheming- 21865Murphy2025-03-22
Using GPT-4 for Personal Styling
Data management, GPT context limits, and real-world challenges- 22148Murphy2025-03-22
Mastering 1:1s as a Data Scientist: From Status Updates to Career Growth
Use your 1:1s to gain visibility, solve challenges, and advance your career- 20583Murphy2025-03-22
Comprehensive Guide to Dependency Management in Python
Master the management of virtual environments- 28593Murphy2025-03-22
Practical SQL Puzzles That Will Level Up Your Skill
Three real-world SQL patterns that can be applied to many problems- 22655Murphy2025-03-22
Deep Research by OpenAI: A Practical Test of AI-Powered Literature Review
How Deep Research handled a state-of-the-art review and possible challenges for research- 24072Murphy2025-03-22
Generative AI Is Declarative
And how to order a cheeseburger with an LLM- 27961Murphy2025-03-22
Custom Training Pipeline for Object Detection Models
I examined several well-known object detection pipelines and designed one that best suits my needs and tasks- 30194Murphy2025-03-22
Overcome Failing Document Ingestion & RAG Strategies with Agentic Knowledge Distillation
Introducing the pyramid search approach- 22894Murphy2025-03-22
Kubernetes — Understanding and Utilizing Probes Effectively
Why proper configuration and implementation of Kubernetes probes is vital for any critical deployment- 24244Murphy2025-03-22
Genius Cliques: Mapping out the Nobel Network
Combining Network Science, Data Visualization, and Wikipedia to uncover hidden connections between all the Nobel laureates.
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