FastML

Machine learning made easy

The why of 9/11

This is not related to machine learning, but on the 25th anniversary of 9/11 we will make an exception. If you think about anything related to US foreign policy in the 21st century, you very quickly get to 9/11. Why did it happen? To learn why, we’ll go back to 1941 for a moment.

Paper review: SSRL - Self-Search Reinforcement Learning

Using LLMs is often intertwined with search engine calls, so it makes sense to teach LLMs how to make these calls during training. Search engine API can be expensive, so people came up with the idea of simulating search engine responses with a language model. It’s cheaper than the real thing if you are using a small self-hosted model for the purpose.

Stop the genocide

The year is 2025. Israel, a part of the Western World, is performing genocide on Palestinians, slaughtering and starving them to death by tens of thousands. The Israelis are doing to Palestinians exactly what the Nazis did to the Jews. The oppressed became the oppressors. Never again turned out to be an empty slogan. Apparently it’s OK to Israelis if it’s them who do the mass killings.

Llama 4 smells bad

Meta has distinguished itself positively by releasing three generations of Llama, a semi-open LLM with weights available if you ask nicely (and provide your full legal name, date of birth, and full organization name with all corporate identifiers). So no, it’s not open source. Anyway, on Saturday (!) May the 5th, Cinco de Mayo, Meta released Llama 4.

Beware of Musk’s chatbot, Grok

Elon Musk bought Twitter and used it to help elect Trump. He also controls a popular chatbot, which he might use to exert political influence when he needs to.

They are selling a dollar coin flip for 36 cents

Today the implied probability of Kamala Harris being elected as the president of the United States reached 36 percent on Polymarket. This is interesting because it’s the result of a concerted effort to manipulate the odds, and in wider context, to buy the election. While it is sad, it also presents an opportunity. Should you attempt to take some of the that money?