On June 3, 2026, Google introduced Gemma 4 12B Unified, an open source multimodal model designed to understand text, images, audio, and video within a single architecture. It includes a 256K window content with an efficient, laptop-friendly design intended for agent workflow and on-premises use. The release also raises interesting questions about Google’s broader AI … Read more
A few years ago, choosing an AI model was easy. You probably didn’t know the term AI model as ChatGPT it was used in the same way. It was the obvious choice (and probably the only one) at the time. But times have changed. ChatGPT is no longer a one-stop shop for AI models. Claude, … Read more
Miso Labs released MisoTTS, an open-source 8-billion-parameter text-to-speech model. Produces expressive speech in both text and audio contexts. The model uses residual vector quantization (RVQ) to extend its sonic range. This avoids scaling a single flat vocabulary while keeping the parameter count constant. What is MisoTTS MisoTTS is an 8B parameter for the text-to-dialogue RVQ … Read more
Google DeepMind recently released Gemma 4 12B, a dense multimodal model that completely strips traditional encoders. Vision and sound flow straight to the core of the LLM. The result is a model that runs an agent workflow on a consumer laptop with 16 GB of RAM. It is distributed under the Apache 2.0 license. Model … Read more
Your AI agent is good at testing. Then you send it, and something breaks. A tool called loops forever, like it never learns. The retrieval step returns garbage and costs more. You have absolutely no idea why. That’s the problem with agent visibility. And if you build with LLMs, you need to solve it before … Read more
Nous Research released it Hermes Desktop in public preview. It is a native operating system for macOS, Windows, and Linux. It provides the open source Hermes Agent with a user interface. So far, users have run Hermes through the CLI and messaging gateways. The current build is Hermes Agent v0.15.2. According to Nous Research documentation, … Read more
The NVIDIA AI team has been released Cosmos 3. It is a family of omnimodal world models for body AI. Models include physical reasoning, world generation, and action. All three capabilities live within one open model. NVIDIA has open sourced benchmarks, training documentation, deployment tools, and datasets. I Cosmos 3 targeted rollout of robots, autonomous … Read more
In this lesson, we are fine tuning Liquid AI’s LFM2 model by using a complete open source workflow. We start by loading the basic LFM2 testbed with QLoRA, prepare a dialog-style supervised fine-tuning data set, train a lightweight LoRA adapter using TRL and PEFT, and integrate the adapter back into the model. We also extend … Read more
If you’ve ever tried to deploy an AI agent in production, you know that the hard part is usually not the model. It’s all around: sandboxing, state administration, authentication management, tool execution, error detectionand all the infrastructure that turns a prototype into something reliable. Anthropic’s Claude Managed Agents makes that easy by providing you with … Read more
Alibaba’s Qwen team has released Qwen3.7-Plus. The model is now available through Bailian’s Alibaba Cloud platform. Bailian is a console that international users access as Model Studio. It provides API services to external developers. The release follows Alibaba’s launch in May of the Qwen3.7 generation. Qwen3.7-Plus Qwen3.7-Plus is a large multi-language model. The model understands … Read more