LLM Evals

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Evaluate LLM and agent quality in Dynatrace AI Observability with dt-evals

 🛡️Guardrails
dynatrace.com·

🧾 Weekly Wrap Sheet (06/05/2026): Prospectuses & Platforms

 🧩AI Frameworks  Content type: News  Content type: Blog

ARMOR-MAD: Adaptive Routing for Heterogeneous Multi-Agent Debate in Large Language Model Reasoning

 🎼Agent Orchestration  Content type: Academic
arxiv.org·

Context windows in AI: why every token is a budget decision

 💾Agent Memory  Content type: Blog
redis.io·

Comprehensive evaluation of LLM capabilities for interpretation and analysis of genome-scale metabolic models in metabolic engineering

 💾Agent Memory  Content type: Academic
biorxiv.org·

Researchers say they trained a foundation model from scratch for about $1,500

 🌐Open Source AI

Law Professors Prefer AI over Peer Answers

 📐AI Architecture  Content type: Academic

Why Shrinking an AI Model Often Makes It More Useful

 🧠LLMs
siliconopera.com·

DiffusionGemma 26B A4B results on my 5090

 🌐Open Source AI

Our approach to evals with megasthenes

 ✍️Prompt Engineering  Content type: Blog
blog.nilenso.com·

Context compression finally works in production: new research cuts LLM input 16x without the accuracy hit

 💾Agent Memory
venturebeat.com··r/LocalLLaMA

LLM-Based Visualization Evaluation: How Well Do Literacy-Stratified Personas Approximate Human Judgments?

 🧠LLMs  Content type: Academic
arxiv.org·

Applying the CIPHER Framework to AI Data and Annotation Pipelines in Healthcare

 ⚙️MLOps  Content type: Blog
medium.com·

Shrivastava-Aditya/boolean-algebra-engine: Deterministic boolean algebra engine — evaluates expressions, detects contradictions, audits logic rules. MCP server, NL layer, REST API, CLI, Streamlit UI.

 ✍️Prompt Engineering  Content type: Code
github.com··Hacker News, r/LLM

PhantomBench: Benchmarking the Non-existential Threat of Language Models

 🧠LLMs  Content type: Academic
arxiv.org·

Revisiting GSM-Symbolic: Do 2026 Frontier Models Still Fail at Confounded Grade School Math?

 ✍️Prompt Engineering
lesswrong.com·

The Vanta AI Quality Eval Maturity Model

 🔭AI Observability
vanta.com
··Hacker News

LLM Research Papers: The 2026 List (January to May)

 🌐Open Source AI  Content type: News

Apple WWDC On-Device AI Deep Dive - Google Docs

 🧠LLMs
gist.is··Hacker News

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