Model Evals

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Benchmark Everything Everywhere All at Once

 🧠LLMs  Content type: Academic
arxiv.org·

Introducing FrontierCode

 🧠LLMs  Content type: Blog
cognition.ai··Hacker News
Less-relevant results

The biggest local LLM on your machine is useless if it can't call a single tool, no matter how many parameters it has

 🖥️Hardware
xda-developers.com·

1-bit and 1.58 bit LLM Benchmarking on Jetson Orin Nano Super | Bonsai LM

 🖥️Hardware
smolhub.com··r/LocalLLaMA

What Does Abliteration Actually Cost?

 🧠LLMs
lesswrong.com·

Understanding evaluation collections in EvalHub

 ⚙️DevOps
developers.redhat.com·

Show HN: AgentCarousel – behavioral tests for AI agents, with signed evidence

 🤖AI Agents  Content type: Code
github.com··Hacker News

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

 🧠LLMs  Content type: Academic
biorxiv.org·

MLPerf and the rise of latency-aware LLM benchmarking

 🖥️Hardware
edn.com·

AMD's Lemonade SDK For Local AI Adds NVIDIA CUDA Support

 🖥️Hardware
phoronix.com·

How accurate is speech-to-text in 2026?

 AI Apps  Content type: Blog
assemblyai.com·

$\tau$-Rec: A Verifiable Benchmark for Agentic Recommender Systems

 🔧MLOps  Content type: Academic
arxiv.org·

Reality: The Final Eval — Lukas Petersson and Axel Backlund of Andon Labs

 🤖AI Agents
latent.space··Hacker News

I built a dashboard ranking all 48 World Cup 2026 teams by travel difficulty

 🌍Geopolitics

USMNT World Cup bracket scenarios, odds to advance, predicted path to knockouts

 🌍Geopolitics  Content type: Video  Content type: News
espn.com·

Launch HN: General Instinct (YC P26) – Frontier models on edge devices

 🖥️Hardware  Content type: Discussion

UrduMMLU: A Massive Multitask Benchmark for Urdu Language Understanding

 🧠LLMs  Content type: Academic
arxiv.org·

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

 🖥️GPUs  Content type: News  Content type: Blog

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

 🧠LLMs  Content type: Blog
medium.com
·

nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16

 🖥️Hardware

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