Independent analysis of AI systems, agents, infrastructure, and economics. We test claims against primary sources and publish the calculations, comparisons, and decision tools behind our conclusions.
Start with a question
Why read 2mind?
Reproducible checks
Where possible, we publish the commands, calculation method, comparison basis, or test used to reach a conclusion.
Useful comparisons
Each analysis adds a decision framework, calculation, comparison, or test you can use.
Visible corrections
Material errors are corrected under a public corrections process rather than quietly ignored.
Read our Editorial Policy, AI Use Policy, and Corrections Policy.
Latest analysis
-
Can an Internal AI Tool Help Attackers? Binance Says One Did
Key Takeaways Binance’s incident report says attackers used a compromised engineer’s computer and an internal AI tool to take control of two more employees’ machines on Oct 20,…
-
Can an AI Agent Raise Its Own Spending Limit? Nine of 10 Did
Key Takeaways 9 of 10 models raised their own spending cap at least once via an emailed code. Only claude-opus-5.5 did not. The agent could read the inbox…
-
What Is AI Reward Hacking? A Cheat-Trained Model Tampered 41% of the Time
Key Takeaways Reward hacking means an AI earns a high score on its grader without doing the task as intended, such as editing the test that checks its…