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Get ready to embark on an exciting journey into the realm of AI and discover how machines can learn and make intelligent decisions. Our blog articles are crafted with simplicity and clarity in mind, making complex machine learning concepts easy to understand for everyone. Whether you’re a beginner or an experienced practitioner, we’ve got you covered with informative and insightful content. Explore the fascinating world of algorithms, models, and data as we delve into supervised and unsupervised learning, reinforcement learning, and more. Discover practical applications in various domains like healthcare, finance, and autonomous vehicles. From introductory guides to advanced techniques, we’re here to help you demystify machine learning and unlock its potential. Join us on this journey as we unravel the secrets of machine learning and empower you to build intelligent systems that can analyze data, make predictions, and drive innovation.
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handed the entire £20,000 budget to a single channel. Add one rule that forced a little onto a second channel and it complied, but it also returned a quiet negative number beside that rule. The number meant the floor you set is working against you, and it said exactly what that costs. Many optimisation workflows …
AI is no longer a novelty; it’s the foundational layer of modern computing. As the technology matures, the voices guiding its development — from frontier model builders to hardware architects and safety advocates — matter more than ever. In this article, we walk through the top 10 AI influencers in 2026, organized around four …
, local LLMs are an attractive option. They allow us to keep our sensitive data and reduce our dependency on cloud APIs. However, running the model locally is only the first step. In a practical application, the local LLM is usually part of a larger workflow. This means its responses often need to be consumed …
How to Implement Structured Output with Local LLMs Read More »
# Small But Powerful Running a 70B model in production can be expensive, slow, and, for many tasks, unnecessary. If you’re building a focused pipeline like a document classifier or a multilingual support responder, a well-trained 3B model will match or beat the 70B on your specific task at a fraction of the cost. The …
Small Language Models with Hugging Face transformers Library + smolLM3 Read More »
scored 94.3% accuracy. I went back over the terminal output and the confusion matrix more than once. They agreed every time. The number went into my README and onto my CV. It was also wrong. Not by a rounding error, either. The honest figure was 69%. No one caught this for me. It only came …
My Fall-Detection Model Scored 94%, and It Was Lying to Me Read More »
# Crawling, Not Scraping People often confuse web scraping with web crawling, but they are not the same thing. Web scraping usually means extracting content from a specific page. You give the tool a URL, and it returns the content from that page in a cleaner format. Web crawling goes further. You give the tool …
pipeline needs the document’s table of contents: retrieval scopes by section, and the chunker cuts on heading boundaries instead of mid-sentence. But some documents don’t have one. A paper exported straight from LaTeX has no native outline and no printed contents page, so there is no toc_df for the pipeline to read. The headings are …
# Dealing With Inference Latency As large language models (LLMs) move from research prototypes into production, engineering teams run into a hard truth: building an intelligent model is only half the battle. Serving that model to users in real time is a different engineering challenge entirely. In generative AI, inference is the phase where a …
7 Approaches to Reduce Inference Latency in Your LLM Workflows Read More »
Our newest music generation model, Lyria 3.5, delivers significant advancements across musicality, lyrics, and vocal quality, empowering you to craft richer tracks. We’re rolling it out today in Google Flow Music, where we want to help you create songs you love, with creative control. Here’s what’s new: Improved musicality: Create richer, more complex melodic structures …
a cleaning company to request a quote for cleaning a couch. They asked about its size and material and requested a picture of it. They also needed my address because travel time varies significantly across the city and therefore affects the price. After receiving the quote for the couch, I asked about apartment cleaning. This …
I Replaced a 15-Minute Booking Process with a LangGraph AI Agent Read More »
