Ειδήσεις: LLM EVALUATION | PXAI

21/04 15:00 towardsdatascience.com

Your RAG Gets Confidently Wrong as Memory Grows – I Built the Memory Layer That Stops It

LARGE LANGUAGE MODELS LLM LLM EVALUATION RAG ARTIFICIAL INTELLIGENCE POLITICS

18/04 18:00 towardsdatascience.com

Your RAG System Retrieves the Right Data — But Still Produces Wrong Answers. Here’s Why (and How to Fix It).

LLM EVALUATION LARGE LANGUAGE MODELS RAG LLM RAG PIPELINE EARTHQUAKE

06/04 07:00 arxiv.org

Xpertbench: Expert Level Tasks with Rubrics-Based Evaluation

XpertBench LLM evaluation expert‑level tasks professional domains benchmark finance

04/04 17:56 dev.to

We audited LoCoMo: 6.4% of the answer key is wrong and the judge accepts up to 63% of intentionally

LoCoMo benchmark audit answer key errors long‑term memory LLM evaluation context window test

03/04 00:36 dev.to

I built an open source LLM agent evaluation tool that works with any framework

open source LLM evaluation agent quality framework‑agnostic hallucination mitigation AI tooling

01/04 19:37 takara.ai

CARE: Privacy-Compliant Agentic Reasoning with Evidence Discordance

MIMIC‑DOS evidence discordance ICU prediction large language models organ dysfunction patient symptoms

01/04 07:00 arxiv.org

Mimosa Framework: Toward Evolving Multi-Agent Systems for Scientific Research

Autonomous Scientific Research Multi-Agent Systems Mimosa Framework Model Context Protocol LLM Evaluation Dynamic Tool Discovery

01/04 07:00 arxiv.org

GISTBench: Evaluating LLM User Understanding via Evidence-Based Interest Verification

LLM evaluation recommendation systems user interest verification Interest Groundedness Interest Specificity synthetic dataset

25/03 11:00 businessinsider.com

This researcher has a new way to measure AI performance. It's BS, literally.

BullshitBench AI benchmark LLM evaluation Google Gemini Peter Gostev nonsense detection

25/03 11:00 businessinsider.com

This researcher has a new way to measure AI performance. It's BS, literally.

BullshitBench AI benchmark LLM evaluation Google Gemini Peter Gostev nonsense detection

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