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Cecilia Iona

Cecilia Iona

Senior Editor, AI & Product

Cecilia leads the Swarmz editorial desk. She has spent a decade turning complex AI and product topics into writing people actually finish, and she owns the blog's quality bar.

Artículos de Cecilia Iona

What to Do If an Employee Pastes Confidential Data Into AI

What to Do If an Employee Pastes Confidential Data Into AI

August 15, 2026en
What Is a Vision-Language Model? A Plain Explanation

What Is a Vision-Language Model? A Plain Explanation

August 15, 2026en
AI Tools for Landscaping Businesses That Actually Help

AI Tools for Landscaping Businesses That Actually Help

August 15, 2026en
Qwen3.8-27B: Alibaba's Open-Weight Model for Local Use

Qwen3.8-27B: Alibaba's Open-Weight Model for Local Use

August 15, 2026en
AI Tools for Auto Repair Shops That Pay for Themselves

AI Tools for Auto Repair Shops That Pay for Themselves

August 15, 2026en
DeepSeek V4-Pro Leaves Preview: What Changed

DeepSeek V4-Pro Leaves Preview: What Changed

August 15, 2026en
How Long to Keep AI Chat Logs: A Retention Guide

How Long to Keep AI Chat Logs: A Retention Guide

August 15, 2026en
AI Tools for Veterinary Clinics: A Front-Desk Fix

AI Tools for Veterinary Clinics: A Front-Desk Fix

August 15, 2026en
Is It Safe to Use AI to Summarize a Legal Contract?

Is It Safe to Use AI to Summarize a Legal Contract?

August 14, 2026en
Gemini 3.7 Flash: What Changed and Who Should Care

Gemini 3.7 Flash: What Changed and Who Should Care

August 14, 2026en
Why AI Ignores Parts of Your Prompt

Why AI Ignores Parts of Your Prompt

August 14, 2026en
AI API Rate Limits Explained

AI API Rate Limits Explained

August 14, 2026en
Colorado AI Chatbot Law: What It Requires

Colorado AI Chatbot Law: What It Requires

August 14, 2026en
AI Agent Incident Reporting: Inside SAFE

AI Agent Incident Reporting: Inside SAFE

August 14, 2026en
Claude Code Auto Mode Is Now the Default

Claude Code Auto Mode Is Now the Default

August 14, 2026en
How Many Parameters Does an AI Model Actually Need?

How Many Parameters Does an AI Model Actually Need?

August 14, 2026en
Does a Bigger AI Context Window Mean Better Answers?

Does a Bigger AI Context Window Mean Better Answers?

August 13, 2026en
AI Tools for Interior Designers: A Real Setup

AI Tools for Interior Designers: A Real Setup

August 13, 2026en
AI incident response plan: a template for small teams

AI incident response plan: a template for small teams

August 13, 2026en
AI tools for property managers that save real hours

AI tools for property managers that save real hours

August 13, 2026en
What is an AI gateway, and do you need one?

What is an AI gateway, and do you need one?

August 13, 2026en
Lovable Series C funding: $400M at a $13.3B valuation

Lovable Series C funding: $400M at a $13.3B valuation

August 13, 2026en
Blacksmith Series B: $45M as AI code floods CI

Blacksmith Series B: $45M as AI code floods CI

August 13, 2026en
How to Spot a Fake AI Testimonial or Case Study

How to Spot a Fake AI Testimonial or Case Study

August 13, 2026en
What Happens When AI Credits Run Out Mid-Task?

What Happens When AI Credits Run Out Mid-Task?

August 12, 2026en
How to Negotiate a Contract With an AI Vendor

How to Negotiate a Contract With an AI Vendor

August 12, 2026en
What Is Context Rot in AI? Why Long Chats Get Worse

What Is Context Rot in AI? Why Long Chats Get Worse

August 12, 2026en
How to Audit Your AI Tool Spend in an Afternoon

How to Audit Your AI Tool Spend in an Afternoon

August 12, 2026en
What Is Prompt Caching, and When Does It Save Money

What Is Prompt Caching, and When Does It Save Money

August 12, 2026en
Is It Safe to Let AI Read Your Email?

Is It Safe to Let AI Read Your Email?

August 12, 2026en
AI Model Version Numbers, Decoded

AI Model Version Numbers, Decoded

August 12, 2026en
Why Are Some AI Models Restricted, and Who Decides

Why Are Some AI Models Restricted, and Who Decides

August 12, 2026en
What Is Tool Calling in AI Agents

What Is Tool Calling in AI Agents

August 12, 2026en
Can an AI Coding Agent Leak Your API Keys?

Can an AI Coding Agent Leak Your API Keys?

August 11, 2026en
How Often Should You Switch AI Models

How Often Should You Switch AI Models

August 11, 2026en
How to Spot an Inflated AI Benchmark Claim

How to Spot an Inflated AI Benchmark Claim

August 11, 2026en
Is It Safe to Run an AI Model Locally?

Is It Safe to Run an AI Model Locally?

August 11, 2026en
Local AI Models: What They Are and When to Use

Local AI Models: What They Are and When to Use

August 11, 2026en
GPT-5.2-chat-latest Retired: What to Do Now

GPT-5.2-chat-latest Retired: What to Do Now

August 11, 2026en
Meta Muse Glimmer: 30B Open Model Runs Locally

Meta Muse Glimmer: 30B Open Model Runs Locally

August 11, 2026en
How to Prompt AI to Check Its Own Work

How to Prompt AI to Check Its Own Work

August 11, 2026en
What Is Red Teaming in AI? A Practical Definition

What Is Red Teaming in AI? A Practical Definition

August 11, 2026en
How to Keep an Audit Trail of AI Use

How to Keep an Audit Trail of AI Use

August 10, 2026en
Which AI Model to Use for Which Task

Which AI Model to Use for Which Task

August 10, 2026en
What Is Model Collapse in AI?

What Is Model Collapse in AI?

August 10, 2026en
AI Usage Policy: A One-Page Template

AI Usage Policy: A One-Page Template

August 10, 2026en
What to Do If an AI Tool Leaks Your Data

What to Do If an AI Tool Leaks Your Data

August 10, 2026en
What Is Model Alignment in AI?

What Is Model Alignment in AI?

August 10, 2026en
AI Tools for Hair Salons and Barbershops

AI Tools for Hair Salons and Barbershops

August 9, 2026en
What to Do When an AI Model Gets Deprecated

What to Do When an AI Model Gets Deprecated

August 9, 2026en
AI automation: what it is and where it works

AI automation: what it is and where it works

August 9, 2026en
AI knowledge cutoff: why the model is out of date

AI knowledge cutoff: why the model is out of date

August 9, 2026en
How to sandbox an AI agent before you trust it

How to sandbox an AI agent before you trust it

August 9, 2026en
What is inference in AI, and why it costs money

What is inference in AI, and why it costs money

August 9, 2026en
OpenAI pauses Astra work over cyber capability

OpenAI pauses Astra work over cyber capability

August 9, 2026en
Cloudflare Kitesurf: a browser built for AI agents

Cloudflare Kitesurf: a browser built for AI agents

August 9, 2026en
How to Read an AI Model's System Card

How to Read an AI Model's System Card

August 8, 2026en
AI Tools for Wedding Planners (By Workflow, Not Hype)

AI Tools for Wedding Planners (By Workflow, Not Hype)

August 8, 2026en
What Happens to Your Data When an AI Company Shuts Down

What Happens to Your Data When an AI Company Shuts Down

August 8, 2026en
Why Does Your AI Chatbot Forget Earlier Instructions?

Why Does Your AI Chatbot Forget Earlier Instructions?

August 8, 2026en