main webpage
W Topic
Rust (Programming Language)
arXiv (Cornell University)
Reflect before Act: Proactive Error Correction in Language Models
2025
Large Language Models (LLMs) have demonstrated remarkable capabilities in interactive decision-making tasks, but existing methods often struggle with error accumulation and lack robust self-correction mechanisms. We introduce "Reflect before Act" (REBACT), a …
Article

Rust (Programming Language)

General-purpose programming language

Rust is a multi-paradigm, high-level, general-purpose programming language. Rust emphasizes performance, type safety, and concurrency. Rust enforces memory safety—that is, that all references point to valid memory—without requiring the use of a garbage collector or reference counting present in other memory-safe languages. To simultaneously enforce memory safety and prevent concurrent data races, Rust's "borrow checker" tracks the object lifetime of all references in a program during compilation. Rust is popular for systems programming but also offers high-level features including some functional programming constructs.

Software developer Graydon Hoare created Rust as a personal project while working at Mozilla Research in 2006.

Exploring foci of:
arXiv (Cornell University)
Reflect before Act: Proactive Error Correction in Language Models
2025
Large Language Models (LLMs) have demonstrated remarkable capabilities in interactive decision-making tasks, but existing methods often struggle with error accumulation and lack robust self-correction mechanisms. We introduce "Reflect before Act" (REBACT), a novel approach that enhances LLM-based decision-making by introducing a critical reflect step prior to taking the next action. This approach allows for immediate error correction, ensuring smooth action path and adaptibity to environment feedback. We evaluate …
Click Rust (Programming Language) Vs:
Politics And The English Language
C (Programming Language)
Language Interpretation
French Language
Claude (Language Model)
Language
Irish Language
Language Family
Java (Programming Language)
Click Rust (Programming Language) Vs:
Proto-Indo-European Language
Before Sunrise
Welsh Language
The Land Before Time
Akkadian Language
Romanian Language
Romansh Language
Assembly Language
Polish Language
Click Rust (Programming Language) Vs:
Malay Language
Before Sunset
Programming Language
Thai Language
Coptic Language