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AI & automation, page 5

Putting AI to work safely: automated workflows, assistants grounded in your own content, evaluations, and a person in charge.

The service behind this topic: AI & automation

Fig. 1 Ten topics, one per service line. Bars show how many articles each holds; an article can sit in two.

AI & automation19 min read

Machine learning in marketing: uses, examples and the data each one needs

Machine learning in marketing predicts who will buy, churn or respond and sets bids and budgets. The main uses, the data each needs and how to prove it works.

Updated

AI & automation16 min read

AI in education: personalized learning, AI tutors and what the evidence shows

AI in education means tutors, writing feedback, planning and accessibility tools. What trials found, the risks, 2026 rules, student privacy and how to adopt it.

Updated

AI & automation18 min read

Getting started with artificial intelligence in Python: a first project

Get started with AI in Python: set up Python 3.14 and a virtual environment, train and test a scikit-learn model, try PyTorch, and call an LLM API safely.

Updated

AI & automation19 min read

Machine learning on embedded systems: how TinyML runs models on microcontrollers

Machine learning on embedded systems runs small int8 models on microcontrollers (TinyML): what fits, how models shrink, the 2026 tools and field updates.

Updated

AI & automation16 min read

What is NotebookLM (now Gemini Notebook) and how to use it for work

NotebookLM, now Gemini Notebook, is Google's AI research tool that answers only from sources you add, with citations. How it works and how to use it at work.

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AI & automation15 min read

Google Gemini explained: models, the 59.4% MMMU score and business use

Google Gemini is Google DeepMind's family of multimodal AI models. What each version added, what its 59.4% MMMU score meant and how businesses use it.

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AI & automation19 min read

AI frameworks comparison 2026: PyTorch, TensorFlow, JAX, LangChain and more

PyTorch, TensorFlow, JAX, scikit-learn, Transformers, ONNX Runtime, vLLM, llama.cpp, LangChain and agent SDKs compared by purpose, language and maturity.

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AI & automation16 min read

GPT-4 Turbo explained: specs, GPT-4o comparison and the October 2026 shutdown

GPT-4 Turbo, OpenAI's 128K-context GPT-4 from November 2023, shuts down in the API on October 23, 2026. How it compares with GPT-4o and how to migrate.

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SEO15 min read

AI-generated content in SEO: how to use it without a Google penalty

Google does not penalize content for being AI-generated; it acts on low-value pages made at scale to rank. What its rules say, and a workflow within them.

Updated

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