Statistics at the Command Line for Beginner Data Scientists
You don’t need Python or R to start working with data. This guide walks you through using built-in Unix utilities for real statistical analysis.
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5 Critical Feature Engineering Mistakes That Kill Machine Learning Projects
Check out this comprehensive guide to building production-ready features that actually work.
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A Gaming GPU Helps Crack the Code on a Thousand-Year Cultural Conversation
Ceramics — the humble mix of earth, fire and artistry — have been part of a global conversation for millennia. From Tang Dynasty trade routes to Renaissance palaces, from museum vitrines to high-stakes auction floors, they’ve carried culture across borders, evolving into status symbols, commodities and pieces of contested history. Their value has been shaped by aesthetics and economics, empire and, now, technology. This figure visualizes 20 representative Chinese ceramic craftsmanship styles across seven historical periods, ranging from […]
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Disney signs deal with OpenAI to allow Sora to generate AI videos featuring its characters
Disney says that alongside the agreement, it will “become a major customer of OpenAI,” as it will use its APIs to build new products, tools, and experiences, including for Disney+.
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Amazon’s Ring rolls out controversial, AI-powered facial-recognition feature to video doorbells
The feature lets you identify the people who regularly come to your door by creating a catalog of up to 50 faces. The company says the Ring feature is opt in and the biometric data isn’t used to train AI models.
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KV Cache Optimization via Multi-Head Latent Attention
Home Table of Contents KV Cache Optimization via Multi-Head Latent Attention Recap of KV Cache The Need for KV Cache Optimization Multi-Head Latent Attention (MLA) Low-Rank KV Projection Up-Projection Decoupled Rotary Position Embeddings (RoPE) RoPE in Standard MHA Challenges in MLA: The Need for Decoupling PyTorch Implementation of Multi-Head Latent Attention Multi-Head Latent Attention Toy Transformer and Inference Experiments and Analysis Summary Citation Information KV Cache Optimization via Multi-Head Latent Attention Transformer-based language models have long relied on […]
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Differences between transformer-based AI and the new generation of AI models
I frequently refer to OpenAI and the likes as LLM 1.0, by contrast to our xLLM architecture that I present as LLM 2.0. Over time, I received a lot of questions. Here I address the main differentiators. First, xLLM is a no-Blackbox, secure, auditable, double-distilled agentic LLM/RAG for trustworthy Enterprise AI, using 10,000 fewer (multi-)tokens, no vector database but Python-native, fast nested hashes in its original version, and no transformer to generate the structured output to a prompt. […]
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Live Event: Discussing the Fight for Educational Freedom
The fight for educational freedom is as old as America itself and rooted in a deep and enduring tradition of parents and communities shaping how children learn. lead , On December 9th, you can join Cato scholar Neal McCluskey for a live online book forum as he and the Head of Education at the Liberty Branch of the Institute for Governance and Civics at Florida State University, James Shuls, discuss their new book, Fighting for the Freedom to Learn, which […]
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Amnesty International report details torture, abuse at immigration detention camps in Florida
submitted by /u/JamesParkes [link] [comments]
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Instacart and OpenAI partner on AI shopping experiences
OpenAI and Instacart are deepening their longstanding partnership by bringing the first fully integrated grocery shopping and Instant Checkout payment app to ChatGPT.
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