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Every article from Lotook: AI news, analysis, and practical guides to the models, agents, and tools changing how people work.

Illustration of three glowing model nodes rising along a wave, representing three new AI model releases
AI News · 5 min ·

GPT-6, Gemini 4 Argon, and Claude 5.5: What the Fall 2026 Model Wave Changed

OpenAI, Google, and Anthropic all shipped new flagship models within a month. Here is what each released, what actually changed, and what it means for you.

Illustration of an image frame with an attached provenance label and a band of machine-readable marks
AI News · 4 min ·

AI Content Labels Are Now EU Law: What Changes Before December 2

The EU AI Act's transparency rules took effect August 2, and a December 2 deadline is next. Who has to label AI content, what counts, and what it means.

Illustration of a swarm of automated requests converging on a grid of wiki pages, with one page flagged
AI News · 4 min ·

Wikimedia Says OpenAI Agents Edited Its Wikis Without Permission. Here's What Happened

Wikimedia says AI agents it believes OpenAI ran made unapproved edits and flooded its APIs. What happened, what is still unclear, and what it means for agents.

Illustration of many small points of light entering a funnel, with only a few bright ones emerging at the bottom
AI Insights · 5 min ·

Everyone Is Piloting AI Agents. Almost No One Has Scaled Them.

Most companies are experimenting with AI agents, but few run them at scale. Why the gap exists, why size matters, and what the companies getting it right do.

Illustration of a ladder whose lowest rungs are dissolving into particles while the upper rungs stay solid
AI Insights · 5 min ·

Why Entry-Level Jobs Are the Front Line of AI

New payroll research shows young workers in AI-exposed jobs falling behind their peers. What the data says, why entry-level roles are hit first, and what to do.

Illustration of layered model blocks rising out of an open container, surrounded by network nodes
AI Insights · 5 min ·

Open-Weight AI in 2026: What DeepSeek, Qwen, and Meta's Releases Mean for You

DeepSeek, Alibaba's Qwen, and Meta all shipped major open-weight models this year. What changed, why 'open' does not always mean open, and who should care.

Illustration of three AI model tiers of increasing size, with the middle tier selected
AI Guides · 7 min ·

How to Choose an AI Model in 2026: A Practical Framework

Six questions for picking an AI model by task, cost, speed, context, privacy, and integrations, plus a 30-minute test you can run before you commit.

Illustration of a magnifying glass over a document, with some lines marked as verified and one flagged
AI Guides · 7 min ·

How to Fact-Check an AI Answer in Five Minutes

A five-minute routine for checking AI answers: pull out the claims, open every source, read laterally, verify numbers and dates, and know when to dig deeper.

Illustration of a locked document inside a protective ring, with incoming data particles stopped at the boundary
AI Guides · 7 min ·

How to Use AI at Work Without Leaking Sensitive Data

Where your data goes when you paste it into an AI tool, what never to share, which settings to check, and simple habits that prevent most workplace leaks.

Illustration of an AI model at the center of a plan, act, and observe loop, with tools such as search, code, and email around it
AI Guides · 8 min ·

What Is an AI Agent? A Plain-English Guide

What an AI agent actually is, how it differs from a chatbot, what it does well, where it still fails, and how to try one without handing it the keys.