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⚡ AI Lessons

AI Snake Oil
2w ago
What will be left for us to work on?
My keynote at ICML 2026

AI Snake Oil
3w ago
Up the Stack: How AI’s Escape From the Commodity Trap Risks Enterprise Lock-in
Critics and boosters are both looking in the wrong place

AI Snake Oil
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Why AI hasn’t replaced software engineers, and won’t
Coding agents as normal technology

AI Snake Oil
2mo ago
Did Google’s AI agents really build an operating system for $916?
The importance of independent evaluation

AI Snake Oil
2mo ago
Do AI Risks Require Extraordinary Government Intervention?
Let’s not skip the hard work of AI governance

AI Snake Oil
3mo ago
Open-world evaluations for measuring frontier AI capabilities
Introducing CRUX, a new project for evaluating AI on long, messy tasks

AI Snake Oil
5mo ago
New Paper: Towards a science of AI agent reliability
Quantifying the capability-reliability gap

AI Snake Oil
🛠️ AI Tools & Apps
⚡ AI Lesson
5mo ago
AI Won’t Automatically Make Legal Services Cheaper
Applying the AI as Normal Technology framework to legal services

AI Snake Oil
6mo ago
Fact checking Moravec's paradox
This famous aphorism is neither true nor useful

AI Snake Oil
10mo ago
A guide to understanding AI as normal technology
And a big change for this newsletter

AI Snake Oil
1y ago
Could AI slow science?
Confronting the production-progress paradox

AI Snake Oil
🤖 AI Agents & Automation
⚡ AI Lesson
1y ago
AGI is not a milestone
There is no capability threshold that will lead to sudden impacts

AI Snake Oil
1y ago
AI as Normal Technology
A new paper that we will expand into our next book

AI Snake Oil
📰 AI News & Updates
⚡ AI Lesson
1y ago
Is AI progress slowing down?
Making sense of recent technology trends and claims

AI Snake Oil
1y ago
We Looked at 78 Election Deepfakes. Political Misinformation is not an AI Problem.
Technology Isn’t the Problem—or the Solution.

AI Snake Oil
🛡️ AI Safety & Ethics
⚡ AI Lesson
1y ago
Does the UK’s liver transplant matching algorithm systematically exclude younger patients?
Seemingly minor technical decisions can have life-or-death effects

AI Snake Oil
1y ago
FAQ about the book and our writing process
What's in the book and how we wrote it

AI Snake Oil
🛡️ AI Safety & Ethics
⚡ AI Lesson
1y ago
Can AI automate computational reproducibility?
A new benchmark to measure the impact of AI on improving science

AI Snake Oil
1y ago
Start reading the AI Snake Oil book online
The book was published September 2024

AI Snake Oil
🛠️ AI Tools & Apps
⚡ AI Lesson
1y ago
AI companies are pivoting from creating gods to building products. Good.
Turning models into products runs into five challenges

AI Snake Oil
🛡️ AI Safety & Ethics
⚡ AI Lesson
2y ago
AI existential risk probabilities are too unreliable to inform policy
How speculation gets laundered through pseudo-quantification

AI Snake Oil
2y ago
New paper: AI agents that matter
Rethinking AI agent benchmarking and evaluation

AI Snake Oil
2y ago
AI scaling myths
Scaling will run out. The question is when.

AI Snake Oil
🛡️ AI Safety & Ethics
⚡ AI Lesson
2y ago
Scientists should use AI as a tool, not an oracle
How AI hype leads to flawed research that fuels more hype
DeepCamp AI