Testing AI models trained on brain signals has long been a messy, controversial topic. Different research groups use different pre-processing pipelines, train models on different datasets, and report results on a narrow set of tasks – making it almost impossible to know which model actually works best, or what. A new framework from the Meta … Read more
Zyphra AI released ZAYA1-8B, a small Mixture of Experts (MoE) language model with 760 million active parameters and 8.4 billion parameters. Trained end-to-end on AMD hardware, the model outperforms open-source models many times its size in math and code benchmarks, and is now available under the Apache 2.0 license on Hugging Face and as a … Read more
In this lesson, we create ia Groq-a powerful agent research workflow that works directly using Groq’s OpenAI-compatible inference endpoint. We adapt LangChain’s ChatOpenAI interface to work with Groq by setting a Groq API key and base URL, allowing us to use fast managed models like llama-3.3-70b-variables for tool-based reasoning. We then connect the model to … Read more
Many applications today suffer from memory problems. Every time a user opens a new session, the agent starts from scratch. There is no recollection of what was discussed, what programs were in progress, or what decisions were made. The session ends, and everything disappears. For dev teams deploying production agent applications, the only way around … Read more
The title of the article may sound extreme here. Yes, Claude is not changing CFOs tomorrow morning. But with the launch of Claude’s new Financial Services Solution by Anthropic, we have moved into a new area in the world of finance, where AI does more than crunch numbers or explain things. Consider specific financial tasks, … Read more
The title of the article may sound extreme here. Yes, Claude is not changing CFOs tomorrow morning. But with the launch of Claude’s new Financial Services Solution by Anthropic, we have moved into a new area in the world of finance, where AI does more than crunch numbers or explain things. Consider specific financial tasks, … Read more
Creating a RAG program has become very easy. Google’s File Search tool for Gemini API now handles the heavy lifting of connecting LLMs to your data. Chunking, embedding, targeting are all handled by you. And with the latest update, it’s gone multimodal. Now you can search both text and images in one way, with custom … Read more
Large language types are incredibly powerful, but let’s be honest—they are speed of thought it’s still a huge headache for anyone trying to use them in production. Google just launched Authors of Multi-Token Prediction (MTP). Of course Gemma 4 exemplary family. This is special speculative decoding architecture it can actually triple (3x) your speed time … Read more
Microsoft, Google DeepMind and Elon Musk’s xAI have offered to allow the US government to access new AI models before their general release, which sets up a new stage in the often fractured relationship in Silicon Valley and the US government’s fear of AI threats, based on a recent report of AI companies providing models … Read more
Voice AI has a dirty secret: most of it was never designed for conversation. The leading paradigm – text feed, output sound – tracks their list in audiobook narration and voice production, where the model is never heard by the person on the other end. It’s fine if you’re producing a podcast intro. It’s not … Read more