2/ Our core research and engineering focuses on extracting maximum intelligence from existing models. For these results, MentatBot used GPT-4o Our breakthroughs come from: 1) Codebase Context 2) Planning and Reasoning 3) Superior Editing 4) Iteration on model-written tests

I am happy to announce AI Assistant Quick Start Service linkedin.com/pulse/ai-assis…

me trying to understand how verizon a whole cellphone company just doesn’t work at all

open.substack.com/pub/pragmatice…

There's a new kind of coding I call "vibe coding", where you fully give in to the vibes, embrace exponentials, and forget that the code even exists. It's possible because the LLMs (e.g. Cursor Composer w Sonnet) are getting too good. Also I just talk to Composer with SuperWhisper

General Kellogg described Zelensky as "the embattled and courageous leader of a nation at war" - very different from Trump, who called Zelensky an unpopular "dictator." Thank you General Kellogg for supporting Ukraine. Putin wants to replace Zelensky with his puppet.

Bandera Fella *-^

No country is an island, even a big one like the United States. You never know when you might need to depend on others for your prosperity or even survival. Elon Musk please do not abandon Ukraine - they are on our side.

Amazing changes are happening: Agentic AI systems can independently complete complex tasks in controlled fashion, only "consulting humans" when they encounter limitations.

Ukraine wants independence, free markets and rule of law. It wants to be part of the West. Russia hates democracy and our Western values. We should be clear that we stand for freedom. Freedom is not free, and it has to be defended at all costs. #UkraineWillWin

This is Marco Rubio explaining how the USA promised to defend Ukraine forever if they got rid of their nuclear arsenal left after the Soviet Union fell. This is why lil marco was sinking into the couch. He was hoping we wouldn’t find it…so don’t RT right now this very second.

Trump, Vance & others either have forgotten or never knew that Zelensky signed a ceasefire agreement with Putin in 2019. Three years later, Putin launched his full-scale invasion. So, signing another ceasefire with no security guarantees feels like suicide for Ukrainians.

Here is a letter from Lech Walesa to President Trump. History shows that when the U.S. distanced itself from democratic values and its European allies, it ultimately endangered itself.

Introducing Daytona Cloud: the first agent-native cloud infrastructure. Fast. Stateful. Built for agents, not humans. Available today.

The incompetence with which 28-point Witkoff-Putin pact was prepared is well explained in this analysis. Who wins when US diplomats decide to sucker punch Ukraine and EU? Russia, China, Iran, and North Korea.

Witkoff and Kushner are pushing a capitulation plan on behalf of Ukraine. Witkoff is not a diplomat and should not be negotiating peace deals. Putin will always wipe the floor with him.

Building AI native engineering team (OpenAI take): cdn.openai.com/business-guide…

I'm Boris and I created Claude Code. Lots of people have asked how I use Claude Code, so I wanted to show off my setup a bit. My setup might be surprisingly vanilla! Claude Code works great out of the box, so I personally don't customize it much. There is no one correct way to