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PPO has a reputation for being the “stable” reinforcement learning algorithm. That reputation is mostly deserved. Compared with older policy-gradient methods, PPO is easier to get running, easier to debug, and less likely to destroy a policy with one bad update. But “stable” is not the same thing as “insensitive.” In a previous experiment, How Sensitive […]
K-Nearest Neighbors, or KNN, is one of the most intuitive supervised learning methods: to predict a new point, it finds the k training examples that are closest under a chosen distance metric, then uses those neighbors to make the prediction. In classification, the prediction is usually a majority vote of nearby labels; in regression, it […]
Why C Programming Needs a “Sanitizer” C is a powerful low-level programming language, but it does not automatically protect you from common memory mistakes. For example, in languages like Java or Python, accessing an array out of bounds will immediately throw an error or exception. In C, the program will not stop you – it […]
A New Contender in the AI Coding Arena The artificial intelligence coding landscape has a new heavyweight contender. Alibaba’s Qwen team has released Qwen3-Coder, a model that represents not just another incremental update but a strategic push towards a new paradigm: “agentic coding”.1 This emerging concept moves beyond simple code completion or function generation. It […]
Introduction: A Paradigm Shift from Thinking to Acting The landscape of artificial intelligence has long been dominated by models that excel at thinking generating human-like text, answering questions, and engaging in nuanced conversation. In July 2025, Moonshot AI introduced a model built on a different premise: to act. Kimi K2, a new trillion parameter, open […]
At Google’s I/O event, the company unveiled Gemini Flash, a new model that boasts an impressive trifecta of benefits: it’s lightweight, fast, and cost-efficient. What’s more, Gemini features advanced multimodal reasoning capabilities and a groundbreaking long context window that can process up to one million tokens. Benchmarks Capability GEMINI 1.0 PRO GEMINI 1.0 ULTRA GEMINI […]
Phind AI has released their Phind-70B model, which is their largest and most performant model to date. This model is based on the CodeLlama-70B model and is fine-tuned on an additional 50 billion tokens, resulting in significant improvements. Phind-70B supports a context window of 32K tokens and scores 82.3% on HumanEval, surpassing the latest GPT-4 […]
In the rapidly advancing realm of artificial intelligence, speed and efficiency are not just goals; they are imperatives. As AI models grow increasingly complex, the quest for faster, more responsive computing has led to a groundbreaking innovation: Groq’s Tensor Streaming Processor (TSP), a Linear Processor Unit (LPU) that stands poised to redefine the landscape of […]
Unless your living under a rock, in the world of AI OpenAI has released their first text-to-video model and it is impressive. Sora is an AI model developed by OpenAI that can create realistic and imaginative scenes from text instructions. It is a text-to-video model capable of generating videos up to a minute long while […]
Nvidia just released Chat with RTX, an open sourced local AI Chatbot for PCs Powered by Its Own GPUs: This is from Nvidia’s new technology demo called “Chat with RTX” that allows users to use open-source AI large-language models to interact with their local files and documents. An AI chatbot that runs locally on your […]