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AI & Technology

Artificial intelligence, software, startups, consumer technology, cybersecurity, gadgets, and emerging technology.

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A large circular steel bank vault door standing open, showing the concentric locking mechanism and heavy bolts around its edge

AI & TechnologyGuide

How Password Managers Actually Work — and What Can Go Wrong

The design that makes a password manager safe is the same design that makes it unforgiving. Here is what happens when you save a password, why a provider breach usually doesn't expose your vault, and where the real risk sits.

Aug 20, 202614 min
Close-up of a hardware security token displaying a six-digit one-time authentication code on a small LCD screen

AI & TechnologyComparison

SMS vs App vs Passkey: Which 2FA Actually Protects You?

Two-factor authentication is not a ladder from weak to strong. There is one hard line — phishing resistance — and only one common method sits on the right side of it. Here is what each option actually stops.

Aug 20, 202615 min

Latest

Close-up of a laptop keyboard, the everyday place where account security settings actually get changed

AI & TechnologyGuide

You Got a Breach Notification. Here's What to Actually Do.

Most breach advice tells you to change the password on the affected site. That is the wrong first move. Here is the correct order of operations, and why your email account comes before everything else.

Aug 20, 202612 min
Three hardware security keys on a plain surface — a black USB-A key with a gold contact strip, a smaller black USB-C key, and a white wireless key with a fingerprint button

AI & TechnologyGuide

Passkeys, Honestly: What They Fix and What They Don't

Passkeys are genuinely better than passwords, and five billion are already in use. But your account's real security is set by its weakest recovery path — not its strongest login method. Here is the honest picture.

Aug 16, 202616 min
A glowing blue circuit-brain hologram labeled RAG — Retrieval, Augmented, Generation — ringed by icons for retrieve, augment, generate, knowledge base, and context-aware AI

AI & TechnologyGuide

What Is RAG (Retrieval-Augmented Generation)?

RAG lets an AI model look things up before it answers — grounding its response in real, current, trusted data. Here's how retrieval-augmented generation works, in plain English.

Jul 16, 202612 min
A central orchestrator node delegating tasks to two smaller worker nodes, representing an AI model coordinating cheaper models

AI & TechnologyTutorial

How to Use Claude Fable 5 as an Orchestrator

Fable 5 is the most capable Claude model — and the most expensive. The trick is to use it as the head chef that plans and delegates, while cheaper models do the cooking.

Jul 12, 202612 min
Rows of blue-lit server racks in a data center — the kind of hardware used to train large language models

AI & TechnologyGuide

Your Brain vs an LLM: Are They Trained the Same Way?

AI 'learns', has 'neurons', and gets 'trained' — sounding just like a brain. But how are LLMs actually trained, and is it anything like how you learn? A clear, myth-busting guide.

Jun 22, 202610 min
A clean professional workspace with a laptop showing an AI productivity app

AI & TechnologyGuide

Best AI Productivity Tools for Professionals in 2026

The AI productivity tools worth knowing in 2026 — strong picks for writing, meetings, scheduling, research, and focus, plus what the research says about where AI actually saves time and where it quietly costs you.

Jun 11, 202615 min
White humanoid robot representing autonomous AI agents

AI & TechnologyGuide

AI Agents Explained: A Practical Beginner's Guide

What are AI agents? A plain-English guide to how autonomous AI works, how agents differ from chatbots, real use cases, the risks, and how to start using them.

May 10, 202612 min

About AI & Technology

PrimusSource covers artificial intelligence and the technology built on top of it — how large language models actually work, what AI agents can and cannot do, and which tools are worth your time. We favour clear explanations and verified reporting over hype, so you can understand where the field is genuinely heading rather than just what is trending this week.

Frequently Asked Questions

What are the best AI tools in 2026?

The best AI tools in 2026 include ChatGPT (OpenAI), Claude (Anthropic), Gemini (Google), and specialised tools for writing, coding, and image generation. The right choice depends on your use case — general AI assistants, coding copilots, or creative tools each have different leaders.

What is a large language model (LLM)?

A large language model is an AI system trained on vast amounts of text data that can understand and generate human language. LLMs power chatbots, writing assistants, code generators, and search engines. Examples include GPT-4, Claude, and Gemini.

What are AI agents?

AI agents are autonomous AI systems that can plan, reason, and take multi-step actions to complete goals. Unlike chatbots that respond to a single prompt, agents can browse the web, write and run code, and use tools — all without step-by-step human direction.

What are the best AI tools in 2026?

For general assistance, ChatGPT (OpenAI), Claude (Anthropic), and Gemini (Google) lead. For specific jobs, the best pick depends on the task: coding copilots, AI writing and note-taking apps, and image generators each have different leaders. Match the tool to the workflow rather than looking for a single "best" app.

What are the biggest cybersecurity threats in 2026?

In 2026 the most prevalent threats include AI-generated phishing, deepfake scams, ransomware targeting SMBs, and data-broker leaks. Best practices: use a password manager, enable hardware 2FA, keep software updated, and use a reputable VPN on public Wi-Fi.

Is AI going to replace my job?

AI is automating tasks in most industries but full job replacement is uncommon. AI is more likely to change how jobs are done than eliminate them. Workers who learn to use AI tools effectively tend to be more productive and in higher demand.