Model Evaluation

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Scoured 69 posts in 5.9 ms

When Languages Disagree: Self-Evolving Multilingual LLM Judges

 🧠LLMs  Content type: Academic
arxiv.org·

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

 🤖AI Agents

Why Shrinking an AI Model Often Makes It More Useful

 🧠LLMs
siliconopera.com·

On the Shoulders of Giants: Empowering Automated Smart Contract Auditing via the GiAnt Corpus

 ⚙️Software Engineering  Content type: Academic
arxiv.org·

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

 🌱Startups  Content type: News  Content type: Blog

UrduMMLU: A Massive Multitask Benchmark for Urdu Language Understanding

 ✍️Prompt Engineering  Content type: Academic
arxiv.org·

AI agent performance metrics: what to track and why

 🤖AI Agents  Content type: Blog
blog.n8n.io·

How accurate is speech-to-text in 2026?

 🧠LLMs  Content type: Blog
assemblyai.com·

TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles

 🧠LLMs  Content type: Academic
arxiv.org·

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

 🤖AI Agents
latent.space··Hacker News

Adrarsh Divakaran: Building AI Agents in Python

 🤖AI Agents  Content type: Blog
blog.adarshd.dev·

When Does Delegation Beat Majority? A Delegation-Based Aggregator for Multi-Sample LLM Inference

 🔧MLOps  Content type: Academic
arxiv.org·

Law professors prefer AI over peer answers

 🧠LLMs

Representation-Aware Advantage Estimation: Your Reward Model Provides More Than A Scalar Output

 🧠LLMs  Content type: Academic
arxiv.org·

Density Ridge Selective Prediction for LLM and VLM Hallucination Detection under Calibration Label Scarcity

 🔧MLOps  Content type: Academic
arxiv.org·

Multilingual Refusal Alignment for Safer Large Language Models

 🧠LLMs  Content type: Academic
arxiv.org·

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

 🧠LLMs
lesswrong.com·

Dropout-GRPO: Variational Stochasticity for Continuous Latent Reasoning

 ✍️Prompt Engineering  Content type: Academic
arxiv.org·

Back on Track: Aligning Rewards and States for Reasoning in Diffusion Large Language Models

 🧠LLMs  Content type: Academic
arxiv.org·

Attention-Discounted Adaptive Sampler for Masked Diffusion Language Models

 🧠LLMs  Content type: Academic
arxiv.org·

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