Jul 6, 2025

Daily

Functions Are Vectors (2023)

• Conceptualizing functions as infinite-dimensional vectors allows the application of linear algebra techniques to diverse fields, including image processing, curve fitting, and machine learning.

Building a Mac app with Claude code

• Indragie Karunaratne's app, Context, was primarily developed using Claude Code, with less than 1,000 lines of code written manually out of 20,000, showcasing the potential of AI in software development. This reflects a significant shift in how developers can leverage AI tools to enhance productivity and streamline the coding process.

Optimizing Tool Selection for LLM Workflows with Differentiable Programming

• Differentiable routing in LLM workflows enhances efficiency by replacing traditional LLM calls for tool selection with a trainable function, significantly reducing latency, cost, and token overhead.

Overclocking LLM Reasoning: Monitoring and Controlling LLM Thinking Path Lengths

• Overclocking LLMs enhances reasoning efficiency by regulating the length of the thinking phase, leading to improved accuracy and reduced inference latency through a novel interactive progress bar visualization.

An analytic theory of creativity in convolutional diffusion models.

• This study presents an analytic theory of creativity in convolutional diffusion models, revealing that locality and equivariance induce combinatorial creativity, allowing models to generate original images beyond mere memorization of training data.