The intersection of many body physics again deep learning open a new frontier: Neural Quantum States (NQS). While traditional methods struggle with complex systems with high dimensions, the global attention method of Transformers provides a powerful tool to capture complex quantum correlations. In this lesson, we use the research grade Variational Monte Carlo (VMC) pipe … Read more
The question surrounding AI, and I mean the pinnacle of AI, not your typical “email me”, is changing. What used to mean “what can it do for me?” now it has become “who will use it?” We saw this recently with Anthropic’s Claude Mythos Preview – a prototype of AI models that will be shared … Read more
The basic recipe for building better language models hasn’t changed much since the Chinchilla era: use more FLOPs, add more parameters, train on more tokens. But as deployment of inference consumes an ever-increasing share of computing power and deployment of models approaches the edge, researchers are increasingly asking a difficult question – can you scale … Read more
In this tutorial, we build a long-term memory layer for AI users to use Mem0OpenAI models, and ChromaDB. We are building a system that can extract structured memories from natural conversations, store them mathematically, retrieve them intelligently, and integrate them directly into the responses of a personal agent. We go beyond simple chat history and … Read more
Google has launched Gemini 3.1 Flash TTSA text-to-speech preview model that focuses on improving speech quality, expressive control, and multilingualism. Unlike previous iterations that prioritized easy conversion, this release emphasizes natural language audio tags, native support for more than 70 languages, and native multi-speaker chat. This release marks the transition from ‘black box’ audio generation … Read more
Google DeepMind’s research team has unveiled Gemini Robotics-ER 1.6, a significant development in its integrated thinking model designed to act as the ‘cognitive brain’ of robots operating in real-world environments. The model focuses on the critical thinking capabilities of robots, including visual and spatial perception, task planning, and success detection – serving as a high-level … Read more
Google recently announced the release of the Skills in Chromea new feature built into Gemini in Chrome that allows users to save frequently used AI information as reusable, one-click workflows called Skills. The first release on April 14, 2026, is aimed at Mac, Windows, and ChromeOS users who have their Chrome language set to English-US. … Read more
This is not a very good time for administrators. The status quo is: Wait, did things just get worse faster than we expected? Currently, regulators in the UK are looking forward to controlling what appears to be an alarming leap in the use of AI. The model created by Anthropic has apparently been able to … Read more
Video editing has always had a dirty secret: removing an object from images is easy; making the scene look like it never happened is brutally difficult. Take out the man with the guitar, and you’re left with a floating instrument that defies gravity. Hollywood VFX teams spend weeks fixing this type of problem. A team … Read more
print(“n” + “=” * 70) print(“🤖 SECTION 8: Multi-Tool Agentic Loop”) print(“=” * 70) print(“Build a complete agent that can use multiple tools across turns.n”) class GLM5Agent: def __init__(self, system_prompt: str, tools: list, tool_registry: dict): self.client = ZaiClient(api_key=API_KEY) self.messages = [{“role”: “system”, “content”: system_prompt}] self.tools = tools self.registry = tool_registry self.max_iterations = 5 def chat(self, … Read more