Skip to content
Launchpad Library logo

AI Explainer Hub

Start with a question

Real questions people have about AI — answered with the same sourcing and honesty as everything else here. Pick the question you actually arrived with; each one opens the page that answers it.

Every AI page here is built the same way: claims are linked to their source and dated when they were last checked, terms say plainly when no single coiner is documented, and where people disagree both sides are quoted rather than graded. This page is only a signpost — the answers live on the pages it points to.

What are the best AI models for what I'm trying to do?

Chat, coding, search and open-weight models compared by what the free tier actually gets you — not by benchmark bragging.

Who are the leading voices in AI — and what do they actually disagree about?

Frontier lab leaders, safety researchers, critics and everyone in between — each with their stated positions, presented without picking a side.

What do all these AI terms actually mean?

Every term explained in plain language, with where it came from — and an honest note when nobody can be credited with coining it.

Is AI going to affect my job? What should I actually prepare for?

What the research says about automation, labor and changing roles — plus the free training worth your time while the picture is still moving.

What's happening in AI right now?

Live headlines from dozens of free public publications, newest first, with the paywall and ownership caveats stated plainly.

AI and your job

What the current numbers show

Use, task exposure, and employment projections measure different things. None of these figures is a count of jobs AI will eliminate.

Observed use

57% / 43%

augmentation versus automation in Claude.ai work conversations

Claude.ai usage leaned toward people working with AI rather than handing over a task entirely.

Anthropic Economic Index, February 2025

Exposure estimate

1 in 4

workers globally are in occupations with some generative-AI exposure

Only 3.3% of global employment is in the highest exposure category. Exposure means task overlap, not job loss.

ILO refined global exposure index, May 2025

10-year projection

+5.9M

US jobs projected across the whole economy from 2025 to 2035

Total employment is projected to grow 3.5%, from 170.3 million to 176.2 million. This is not an AI-only forecast.

BLS Employment Projections, August 2026

Going deeper