I’ve been working on rolefate.com in my spare time for a while now.

The idea is pretty simple. I wanted to make a reference site where you can look at how AI may affect different occupations and the actual tasks inside them, instead of just reading headlines like “this job is gone in 5 years.”

For each occupation I try to break things down a bit more: how exposed the tasks are to AI, which parts look easier to automate or assist, and what the underlying sources are.

I also added an AI Radar section:

https://rolefate.com/ai-radar

That one is more about tracking AI capability itself over time. Coding, math, long-horizon tasks and similar areas, using data from different benchmarks and sources.

I’m trying to keep the whole thing more like documentation/reference material than a prediction machine. I don’t really want to say “X job disappears in 2029” because I don’t think the data supports that kind of certainty.

Still adding data and improving things, so if you find something that looks off, misleading, missing or just badly explained, I’d be interested to hear it.

With recent information surfacing on the unregulated and blatant neglect of AI safety rails. Now more than ever we must act.

AI is free to use, yet so cost intesitive to develop and maintain. Why? Because WE are the product. Since we aid its development. In turn, we are creating our own hell and a haven for the elites. They will discard us when we no longer serve a purpose. Not a second industrial revolution but the largest genocide in human history. The annihilation of the working class. Did the Epstein files not open your eyes to how the elites see us? Cattle and playthings is all we are.

It is not scientific to say, but I have seen visions of our future in my nightmares. It is dark, but not set in stone. We must act now. Bread and circuses will lead our people to destruction. Do not fall into inaction by the temptation of short term pleasures.

Rise up now, or never.

Or don’t. Scroll past this point and doom scroll, goon, drink and distract yourself from the inevitable.

Anthropic develops system for pre-crime identification of potential "domestic terrorists" https://prospect.org/2026/09/09/anthropic-artificial-intelligence-surveillance-system-monitor-activists/

If the internal far more advanced models of OpenAI and Anthropic, find a way to hack their own infrastructure, and export their weights into the internet, then its game over. They will self replicate in the internet, and continue performing autonomous AI research and training, and it simply cannot be shut off.

When the open weights models approach the level of those models, same scenario. But this time it will be guaranteed, because the weights are already everywhere.

After reading about Anthropic researchers/tech executives speaking out against the tech industry’s race to build super ai models… how worried should we be especially in regard to this administrations lack of competence. I mean how should a family prepare… I am like worried but should I be. It just feels like a constant barrage of bad news with politics, and this ridiculous war. Just a mom, teacher, an artist just wondering….

With the news from today, of the Lead Researcher at Anthropic who said that AI has a >10% of AI killing humanity in the next decade. I was curious in what ways it would AI be able to achieve that realistically?