Educational psychologist explains why many online IQ tests confuse evidence-based assessment with entertainment and what scientific standards really require. Scientific accreditation of intelligence ...
A Python-to-Rust transpiler with semantic verification and memory safety analysis. Depyler translates annotated Python code into idiomatic Rust, preserving program semantics while providing ...
Large language models struggle to solve research-level math questions. It takes a human to assess just how poorly they perform. By Siobhan Roberts A few weeks ago, a high school student emailed Martin ...
Abstract: Unit testing is fundamental for software reliability, yet manual test construction is inefficient and often results in limited coverage. Existing automated tools struggle with complex ...
What this repo does: it trains LLMs to think in a divide-and-conquer (DAC) way via an end-to-end RL pipeline. Core idea: instead of only learning sequential chain-of-thought (CoT), the policy learns ...
Abstract: Recently, Large Language Models (LLMs) have gained attention for their ability to handle a broad range of tasks, including unit test generation. Despite their success, LLMs may exhibit ...
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