Evals

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Flaws in the LLM Automation Narrative

 🏆SOTA Models  Content type: Academic
arxiv.org·

Bring your own evaluation framework to EvalHub

 ✍️Prompt Engineering

MLPerf and the rise of latency-aware LLM benchmarking

 🧠LLMs
edn.com·
Less-relevant results

Daimon Robotics and Galbot jointly launches RobOmni for benchmarking tactile perception and dexterous manipulation

 🏆SOTA Models
therobotreport.com·

How to Select Your POI Data Provider | Evaluation Framework for Quality & Coverage

 🎛️Fine-tuning  Content type: Blog
mapbox.com·

What Does Abliteration Actually Cost?

 ✍️Prompt Engineering
lesswrong.com·

An information-theoretic evaluation framework for CNN–LSTM-based Alzheimer’s disease classification from structural MRI

 🧠LLMs  Content type: Academic
nature.com·

StereoTales: Multilingual Open-Ended Stereotype Discovery in LLMs

 🧠LLMs  Content type: Blog

The State of LLM Evaluation (2026): Why Evals Became the New Unit Tests

 🧠LLMs  Content type: Blog
medium.com
·

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

 Inference  Content type: Academic
biorxiv.org·

Location: Göttingen, Germany Remote: Yes (preferred; hybrid also fine) Willing t...

 🧠LLMs  Content type: Discussion

Evaluate your Amazon Nova Sonic voice agent at scale, no microphone required

 ✍️Prompt Engineering  Content type: Blog
aws.amazon.com·

Let us let Google know that we want the Gemma 4 124b

 🏆SOTA Models

Benchmarking Knowledge Editing using Logical Rules

 🧠LLMs  Content type: Academic
arxiv.org·

Google Deepmind's Gemma 4 12B squeezes multimodal AI onto a laptop with just 16 GB of RAM

 🌐Open Source AI
the-decoder.com
·

OpenAI diverges from White House on AI safety rules

 🌐Open Source AI
politico.com
·

Introducing FrontierCode

 👨‍💻Coding Agents  Content type: Blog

Silicon Retirement: Evaluating Enterprise Hardware for Secondary Markets vs. Material Recovery

 🎛️Fine-tuning
hardwaresecrets.com·

Apple's Foundation Models can now use third-party LLMs (Claude, Gemini) [video]

 🧠LLMs

Understanding evaluation collections in EvalHub

 🏆SOTA Models
developers.redhat.com·

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