LLMs para Leigos: O que realmente acontece quando você usa ChatGPT, Gemini e outras IAs

May 29, 2026 · 2:34 PM UTC ·8 min read · 0 reactions · 0 comments · 24 views

TL;DR · WeSearch summary

The article explains how Large Language Models (LLMs) like ChatGPT and Gemini function in a simplified manner. It emphasizes that LLMs operate on statistical probabilities rather than human-like understanding or consciousness. Additionally, it highlights the importance of context in generating responses and the differences between paid and free models.

Key facts

▪LLMs are trained on vast amounts of text to learn language patterns rather than memorizing information.
▪They generate responses based on the probability of word sequences rather than having human-like thoughts or intentions.
▪The quality of prompts significantly affects the output, as LLMs rely heavily on the context provided by the user.

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DEV.to (Top) files mainly under programming. We currently carry 4,924 of its stories.

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Record

Original publisher	DEV.to (Top)
Canonical URL	https://dev.to/uiratan/llms-para-leigos-o-que-realmente-acontece-quando-voce-usa-chatgpt-gemini-e-outras-ias-362m
Publication time	Fri, 29 May 2026 14:34:55 +0000
Retrieval time	2026-05-29T14:50:01.336Z
Last seen	2026-05-29T14:50:01.336Z
Headline source	Publisher (no WeSearch rewrite)
Excerpt source	publisher body
Excerpt method	First ~120 words (~800 chars) of extracted publisher body, fair-use limited.
Summary	WeSearch · cerebras-chat (WeSearch summarizer)
Summary source text	contentText
Citation coverage	Summary is a WeSearch-generated derivative; primary citation is the original publisher URL.
Cluster	LLq4sc1tR-8U
Cluster logic	Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison.
Ranking reason	Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking.
Publisher visit	Yes — open original
Substitutes article?	No — link-out required for full text

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No publisher-confirmed rights record for this source yet.

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No source-specific machine-readable restriction detected beyond the public feed.

WeSearch interpretation

WeSearch declared handling (basis: Derived from the published RSS/Atom feed). This is WeSearch policy, not a legal grant on the publisher's behalf.

Unknown

Retrieval and training permissions are not asserted unless the publisher confirms them.

WeSearch handling by dimension

Indexing	May the item be indexed (stored, ranked, made findable)?	Allowed
Snippet	May a short excerpt of the publisher's text be shown?	Allowed
AI summary	May WeSearch generate its own short summary of the article?	Limited
Retrieval / RAG	May the content be exposed for third-party retrieval-augmented generation?	Not asserted
Model training	May the content be used to train AI models?	Not asserted
Commercial reuse	May the content be reused commercially?	Not permitted

Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.

Open original publisher → Source rights JSON → Machine-readable provenance → Rights framework → WESEARCH-STORY-PROVENANCE-V1

Opening excerpt (first ~120 words) tap to expand

try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 1249153) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Uiratan Cavalcante Posted on May 29 LLMs para Leigos: O que realmente acontece quando você usa ChatGPT, Gemini e outras IAs #ai #llm #fordummies Introdução Nos últimos anos surgiram ferramentas como ChatGPT, Gemini, Claude, Copilot e dezenas de outras inteligências artificiais conversacionais. Muita gente usa diariamente, mas poucas pessoas realmente entendem o que está acontecendo por trás. É comum imaginar que essas IAs “pensam”, “sabem” ou “entendem” as coisas como humanos.

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Excerpt limited to ~120 words for fair-use compliance. The full article is at DEV.to (Top).

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