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Clarifai welcomes Nebius

BlogNebius welcomes Clarifai's core team and licenses inference IP to strengthen Nebius Token Factory.

The Next Chapter: Clarifai Compute Orchestration and Reasoning Engine Joins Nebius

Today, we are thrilled to announce a monumental milestone in Clarifai’s journey: we have entered into an agreement for Nebius (NASDAQ: NBIS), the AI cloud company, to license our core engineering a...
May 19, 2026
Matthew Zeiler, Ph.D. Founder and CEO, Clarifai

Multi‑GPU vs Single‑GPU Scaling Economics: The 2026 Guide for AI Teams

The modern AI boom is powered by one thing: compute. Whether you’re fine‑tuning a vision model for edge deployment or running a large language model (LLM) in the cloud, your ability to deliver valu...
February 18, 2026
Clarifai

DPO vs PPO for LLMs: Key Differences & Use Cases

Large Language Models (LLMs) like ChatGPT, Gemini and Qwen are powerful generative engines, yet they need careful alignment to reliably follow human intent. Two prominent post‑training techniqu...
February 16, 2026
Clarifai

Cheapest Cloud GPUs

The recent surge in demand for generative AI and large language models has pushed GPU prices sky‑high. Many small teams and startups were priced out of mainstream cloud providers, triggering an exp...
February 6, 2026
Clarifai

What is managed cloud

In today’s digital economy, organizations of every size depend on cloud platforms to deliver scalable applications, crunch data and support remote teams. Yet running your own cloud infrastructure i...
February 6, 2026
Clarifai

Vercel vs Netlify

What makes Vercel and Netlify central to web development in 2026?
February 6, 2026
Clarifai

GPU costs as AI products scale

Why do GPU costs surge when scaling AI products? As AI models grow in size and complexity, their compute and memory needs expand super‑linearly. A constrained supply of GPUs—dominated by a few ...
January 29, 2026
Clarifai

GPU shortages 2026

Question – What is driving the 2026 GPU shortage and how is it reshaping AI development? Answer: The current compute crunch is a product of explosive demand from AI workloads,...
January 29, 2026
Clarifai