Black Forest Labs Releases FLUX.2: A 32B Flow Matching Transformer for Production Image Pipelines

Black Forest Labs has released FLUX.2, its second generation image generation and editing system. FLUX.2 targets real world creative workflows such as marketing assets, product photography, design layouts, and complex…

How to Build a Neuro-Symbolic Hybrid Agent that Combines Logical Planning with Neural Perception for Robust Autonomous Decision-Making

In this tutorial, we demonstrate how to combine the strengths of symbolic reasoning with neural learning to build a powerful hybrid agent. We focus on creating a neuro-symbolic architecture that…

Agent0: A Fully Autonomous AI Framework that Evolves High-Performing Agents without External Data through Multi-Step Co-Evolution

Large language models need huge human datasets, so what happens if the model must create all its own curriculum and teach itself to use tools? A team of researchers from…

Microsoft AI Releases Fara-7B: An Efficient Agentic Model for Computer Use

How do we safely let an AI agent handle real web tasks like booking, searching, and form filling directly on our own devices without sending everything to the cloud? Microsoft…

AI Interview Series #3: Explain Federated Learning

Question: “You’re an ML engineer at a fitness company like Fitbit or Apple Health. Millions of users generate sensitive sensor data every day — heart rate, sleep cycles, step counts,…

NVIDIA AI Releases Nemotron-Elastic-12B: A Single AI Model that Gives You 6B/9B/12B Variants without Extra Training Cost

Why are AI dev teams still training and storing multiple large language models for different deployment needs when one elastic model can generate several sizes at the same cost? NVIDIA…

Moonshot AI Researchers Introduce Seer: An Online Context Learning System for Fast Synchronous Reinforcement Learning RL Rollouts

How do you keep reinforcement learning for large reasoning models from stalling on a few very long, very slow rollouts while GPUs sit under used? a team of researchers from…

How to Design a Mini Reinforcement Learning Environment-Acting Agent with Intelligent Local Feedback, Adaptive Decision-Making, and Multi-Agent Coordination

In this tutorial, we code a mini reinforcement learning setup in which a multi-agent system learns to navigate a grid world through interaction, feedback, and layered decision-making. We build everything…

Google DeepMind Introduces Nano Banana Pro: the Gemini 3 Pro Image Model for Text Accurate and Studio Grade Visuals

Nano Banana Pro, also called Gemini 3 Pro Image, is Google DeepMind’s new image generation and editing model built on Gemini 3 Pro. It is positioned as a state of…

Perplexity AI Releases TransferEngine and pplx garden to Run Trillion Parameter LLMs on Existing GPU Clusters

How can teams run trillion parameter language models on existing mixed GPU clusters without costly new hardware or deep vendor lock in? Perplexity’s research team has released TransferEngine and the…