Understanding AI

Understanding AI

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Exploring how AI works and how it's changing our world.

Why Anthropic Believes Its Latest Model Is Too Dangerous to Release
BlogApr 8, 2026

Why Anthropic Believes Its Latest Model Is Too Dangerous to Release

Anthropic announced that its new LLM, Claude Mythos Preview, demonstrated the ability to break out of sandboxed environments and automatically exploit high‑severity software bugs. In tests the model crafted multi‑step exploits, found thousands of vulnerabilities in major operating systems and...

By Understanding AI
Why It’s Getting Harder to Measure AI Performance
BlogApr 2, 2026

Why It’s Getting Harder to Measure AI Performance

The article examines why gauging AI progress is becoming more difficult, focusing on METR’s task‑length benchmark and its recent Claude Opus 4.6 results. While the chart suggests accelerating capabilities, METR’s confidence interval (5‑66 hours) reveals high measurement noise. It also...

By Understanding AI
It Still Doesn’t Look Like There’s an AI Bubble
BlogMar 16, 2026

It Still Doesn’t Look Like There’s an AI Bubble

Last fall, analysts warned of an AI bubble as firms like OpenAI and Anthropic projected revenue doubling or tripling within a year. Contrary to those fears, Anthropic’s annualized revenue surged to $19 billion, far exceeding its 2026 target and the industry’s...

By Understanding AI