5 years later, it feels like it is finally happening. Prompt engineering is dead. AI agents extracting goals and intents from users through proactive pings, questions, interviews, context, or intuited from actions is the name of the 2026 game.
Every single Claude Code conversation turn should end with it offering to do even more for you. It should be so proactive and helpful that you cry with joy at how productive it is making you. Add this to your global CLAUDE.md file.
New course: Build and Train an LLM with JAX, built in partnership with Google. JAX is the open-source library behind Google Gemini, Veo, and other advanced models. This short course teaches you to build and train a 20-million parameter language model.
We believe Cursor discovered a novel solution to Problem Six of the First Proof challenge, a set of math research problems that approximate the work of Stanford, MIT, Berkeley academics. Cursor solution yields stronger results than the official, human-written solution.
Introducing Gemini 3.1 Flash-Lite, a huge step forward on the boundary of intelligence, beating 2.5 Flash on many tasks. Flash-Lite is extremely fast.
PSA: Google is turning down Gemini 3 Pro next Monday March 9th. You can upgrade to 3.1 Pro Preview which improves on lots of the things folks gave feedback about on the first Gemini 3 rev.
Cognition shares an early preview of their ongoing SWE-1.6 training run. It significantly improves upon SWE-1.5 while being post-trained on the same pre-trained model and runs equally as fast at 950 tok/s. On SWE-Bench Pro it exceeds top open-source models.
I believe these are reasonable lines to hold. And I am proud to work for a company willing to hold them. Referencing Anthropic statement on comments from Secretary of War Pete Hegseth.
The Department of War just learned the golden rule of AI: Not your weights, not your brain. Open source AI advocacy from Hugging Face CEO.
It is absolutely horrifying that these people run the United States. God bless Anthropic. May liberty and democracy prevail. The Department of War demands full unrestricted access to AI systems but Anthropic holds its ground on safety principles.
Sam Altman deserves major praise for defending Anthropic. OpenAI CEO broke ranks and defended Anthropic amid reports the Trump administration is threatening to use the Defense Production Act against AI firms. Never back down.
Say hello to Nano Banana 2, the best image generation and editing model! You can access Nano Banana 2 through AI Studio and the Gemini API under the name Gemini 3.1 Flash Image. New resolutions (lower cost) and tools like Image Search included.
Anthropic, the life, liberty, and pursuit of happiness company. AI allows us to raise our ambitions. But as the technology advances, as a country we should never lower our standards. Let freedom ring.
The third era of AI software development. When we started building Cursor a few years ago, most code was written one keystroke at a time. Tab autocomplete changed that and opened the first era of AI-assisted coding. Then agents arrived.
Writing software is becoming effortless. So much has changed and yet there is still so much to go. Cloud agents and demo-based review are a big leap toward this future.
Impressive inference speed from Inception Labs diffusion LLMs. Mercury 2 is the world first reasoning diffusion LLM, delivering 5x faster performance than leading speed-optimized LLMs. Diffusion LLMs are a fascinating alternative to conventional autoregressive LLMs.
3 months in, today is fun because we start to collaborate with builders. We have been hard at work. Our goal by the end of year is to make the entire AI stack adaptable. Data is the foundation all AI progress has been built on. So, it is our natural starting point.
We just launched demos! I think it is a glimpse at a post-code future. Over a third of our PRs are now created autonomously with this feature. Cursor now shows you demos, not diffs. Agents can use the software they build and send you videos of their work.
DeepSeek got called out for scraping 150K Claude messages. So POM is releasing 155K of personal Claude Code messages with Opus 4.5. Also open sourcing tooling to help fetch your data, redact sensitive info and make it discoverable on Hugging Face.
Will AI create new job opportunities? Used Gemini Nano Banana to design a cat-themed birthday cake in yellow, then asked a baker to create it using delicious sponge cake. AI as a creative design tool enabling new business opportunities.
We trained the best coding model in the world under 1T parameters. Excited for people to try it! Composer 1.5 is now available, striking a strong balance between intelligence and speed.