Three critical security flaws have been disclosed in an open-source utility called Picklescan that could allow malicious actors to execute arbitrary code by loading untrusted PyTorch models, ...
This is an idea @iritkatriel, @markshannon and @pablogsal and I were discussing at the sprints in Cambridge. Currently the ast module exposes a set of mutable AST nodes. The process of marshaling out ...
Building a Context-Folding LLM Agent for Long-Horizon Reasoning with Memory Compression and Tool Use
In this tutorial, we explore how to build a Context-Folding LLM Agent that efficiently solves long, complex tasks by intelligently managing limited context. We design the agent to break down a large ...
Implement comprehensive Python AST (Abstract Syntax Tree) parser to extract detailed code structure from GitHub repositories. This service analyzes Python source files to identify modules, classes, ...
Abstract: Autoencoder models of source code are an emerging alternative to autoregressive large language models with important benefits for genetic improvement of software. We hypothesize that encoder ...
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