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AGI

Artificial general intelligence: definitions, progress, timelines, risks, benefits and governance.

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AGI Guide · 1 min

How Would We Know AGI Has Arrived?

Tests, benchmarks and practical measures proposed for recognising general intelligence in machines, and their limits.

AGI 1 min read 1 Jul 2025

AGI Guide · 1 min

A Brief History of the Quest for AGI

From the 1956 Dartmouth workshop through AI winters to large language models: how ambitions for general AI evolved.

AGI 1 min read 30 Jun 2025

AGI Guide · 1 min

Scaling and the Path to General AI

The debate over whether bigger models, more data and more compute will lead to general intelligence.

AGI 1 min read 29 Jun 2025

AGI Guide · 1 min

What Today's AI Can and Can't Do

A grounded look at current AI strengths and weaknesses, as context for debates about general intelligence.

AGI 1 min read 28 Jun 2025

AGI Guide · 1 min

AGI Timelines: Why Predictions Differ

Why experts disagree so widely about when general AI might arrive, and how to read forecasts critically.

AGI 1 min read 27 Jun 2025

AGI Guide · 1 min

The AI Alignment Problem

Why making advanced AI systems reliably pursue intended goals is difficult, and why it grows more important with capability.

AGI 1 min read 26 Jun 2025

AGI Guide · 1 min

Risks From Advanced AI

The categories of risk discussed around increasingly general AI: misuse, accidents, structural harms and loss of control.

AGI 1 min read 25 Jun 2025

AGI Guide · 1 min

Potential Benefits of Advanced AI

How increasingly capable, general AI could accelerate science, medicine, education and productivity.

AGI 1 min read 24 Jun 2025

AGI Guide · 1 min

AGI and the Future of Work

How increasingly general AI could change jobs, skills and the economy, and how individuals and organisations can prepare.

AGI 1 min read 23 Jun 2025

AGI Guide · 1 min

AI Safety Research Directions

The main research areas aimed at making advanced AI safe: interpretability, evaluation, oversight and control.

AGI 1 min read 22 Jun 2025

AGI Guide · 1 min

Governing Advanced AI

How governments, companies and international bodies are approaching oversight of increasingly capable AI systems.

AGI 1 min read 21 Jun 2025

AGI Guide · 1 min

Consciousness and AI

Could AI systems be conscious? What researchers think, why it's hard to know, and why the question matters.

AGI 1 min read 20 Jun 2025

AGI Guide · 1 min

Evaluating Claims About AGI

How to read headlines, announcements and predictions about general AI with healthy scepticism.

AGI 1 min read 18 Jun 2025

AGI Guide · 1 min

Continual Learning and Generalisation

Two capabilities often cited as missing for general intelligence: learning from ongoing experience and generalising to truly new situations.

AGI 1 min read 16 Jun 2025

AGI Guide · 1 min

Key Terms in AGI Discussions

A plain-English glossary of the terms you'll meet in debates about general and advanced AI.

AGI 1 min read 14 Jun 2025