LLMs

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When LLMs Invent Rust Crates: An Empirical Study of Hallucination Patterns and Mitigation

 🛡️Hardware Security  Content type: Academic
arxiv.org·

tetherto/qvac: QVAC - Local AI SDK and libraries for building private, cross-platform, peer-to-peer AI applications. Run LLMs, speech-to-text, translation, and more locally on Linux, macOS, Windows, Android, and iOS.

 🕸️Decentralization  Content type: Code
github.com·

TA-RAG: Tone-Aware Retrieval-Augmented Generation for Peer-Support Health Communication

 🌱Digital Gardens  Content type: Academic
arxiv.org·

LongRTL: Graph-Similarity-Guided LLM-driven Long Context RTL Optimization

 ⚙️Compilers  Content type: Academic
arxiv.org·

Towards Autonomous Accelerator Design: FPGA Accelerator Generation with SECDA

 Electronics  Content type: Academic
arxiv.org·

Dark-Alex-17/coyote: An all-in-one, batteries included LLM CLI tool featuring agents (OpenAI-style, graph-based, parallel/teammate patterns), skills, RAG, roles, macros, and more!

 🐧Linux  Content type: Code
github.com·

Evaluating Advanced Prompting on Gemini Flash for Multi-Hop Biomedical QA

 🔌Embedded Systems  Content type: Academic
arxiv.org·

Closing the Prior-Posterior Loop: Self-Reflective Molecular Design with Analysis-Driven LLM Iteration

 🕸️Distributed Systems  Content type: Academic
arxiv.org·

TICoder: A Repository-Level Code Generation Framework with Test-Driven Planning and Implementation-Aware Reuse

 ⚙️Compilers  Content type: Academic
arxiv.org·

ajayr4j/pgtoken: PostgreSQL extension for compact, codebook-compressed LLM token ID storage. Encode once, retrieve forever. O(1) token count without decoding.

 ⚙️Compilers  Content type: Code
github.com··r/PostgreSQL

Context-Based Adversarial Attacks on AI Code Generators: Vulnerability Analysis and Implications

 🛡️Hardware Security  Content type: Academic
arxiv.org·

Evaluating RAG Reliability under Clean, Misleading, and Mixed Retrieval

 🤖Machine Learning  Content type: Academic
arxiv.org·

Phantom transitions in language model fine-tuning

 ⚙️Compilers  Content type: Academic
arxiv.org·

Retrieval Augmented Generation Framework for the Nepali Legal Domain Question Answering

 🤖Machine Learning  Content type: Academic
arxiv.org·

Mind the Gap: Bridging Behavioral Silos with LLMs in Multi-Vertical Recommendations

 🤖Machine Learning  Content type: Academic
arxiv.org·

QUARE: Quality-Aware Requirements Analysis through Multi-Agent Dialectical Negotiation

 🕸️Distributed Systems  Content type: Academic
arxiv.org·

Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture

 🕸️Distributed Systems  Content type: Academic
arxiv.org·

HDSL: A Hierarchical Domain-Specific Language for Structured 3D Indoor Scene Generation and Localized Editing with LLM Agents

 ⚙️Compilers  Content type: Academic
arxiv.org·

Operationalizing Linguistic Methods through Prompt-Engineering Skills: An Automatic Chinese Web Neologism Detection Pipeline

 🗣️Linguistics  Content type: Academic
arxiv.org·

Reducing Hallucinations in Complex Question Answering using Simple Graph-based Retrieval-Augmented Generation (long version)

 🤖Machine Learning  Content type: Academic
arxiv.org·
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