
How AI Works
How to Run Kimi K3 Locally: What It Actually Takes (2026)
How to run Kimi K3 locally: the real hardware for a 1.56TB model, five routes ranked by cost and speed, and an honest verdict on self-hosting.
GEO Toolbox · Blog
15 articles

How AI Works
How to run Kimi K3 locally: the real hardware for a 1.56TB model, five routes ranked by cost and speed, and an honest verdict on self-hosting.

How AI Works
The model doesn't browse the web. A retrieval tool fetches live pages, and it answers with citations. How ChatGPT Search works and which index it uses.

How AI Works
Google AI Mode is Google's conversational, Gemini-powered search. How query fan-out works, how it differs from AI Overviews, and how to turn it on or off.

How AI Works
Run a large language model on your own Mac or PC. A practical guide to hardware, tools, quantization, setup, using it for coding, and whether it's worth it.

How AI Works
Not autocomplete, not a conscious mind. How AI models actually think inside: next-token prediction, the concepts they build, and what new interpretability research reveals about an LLM.

How AI Works
What is Claude AI? Anthropic's assistant explained: the models (Haiku, Sonnet, Opus, Fable 5.1), pricing, limits, privacy, and what it means for your brand.

How AI Works
How Google AI Mode picks and cites pages, what actually changes for SEO, how to measure visibility Search Console barely breaks out, and what you can control.

How AI Works
Query fan-out is how AI search splits one question into many parallel sub-queries. What Google documents, which engines do it, and what it means for citations.

How AI Works
What is temperature in AI? The real mechanism behind why ChatGPT and other LLMs give a different answer every time, and what that variance means for your brand.

How AI Works
How does Claude work? The honest mechanism: the transformer, Constitutional AI, what interpretability found, and why even its self-explanation is a guess.

How AI Works
How does ChatGPT work? The honest mechanism: tokens, embeddings, attention, and next-token prediction, and what each step means for your AI visibility.

How AI Works
What are tokens in AI? The chunks models read instead of words, why they make ChatGPT miscount letters, and what tokenization means for AI visibility.