We're running a 24-hour hackathon June 19–20 in San Francisco with @cognition, @etched, and @AnthropicAI.
$50k top prize. $100k in total awards. Every accepted team gets 8xH100s, Anthropic credits, and Cognition API access.
Guest judges include: @BrendanFoody, @robertwachen, and @silasalberti.
Apply by 6/12: https://t.co/wuqEpBOSIm
Traditional coding benchmarks do not reflect how software is actually built and maintained.
That's why we built a new benchmark, APEX-SWE, in partnership with @cognition. It measures whether AI models can perform complex, real-world software engineering work to ship systems that work and debug them when they don't.
@OpenAI GPT 5.3 Codex (High) tops the leaderboard at 41.5% on Pass@1.
Gemini 3.1 Pro is now at the top of the APEX-Agents leaderboard. Gemini jumped from 18.4% to 33.5% on Pass@1 in just 90 days.
It also completes 5 tasks that no model has ever been able to do before.
@GeminiApp shows how quickly agents are improving at real knowledge work. It can turn hundreds of documents, spreadsheets, and emails in Google Workspace into a client-ready deliverable.
This rapid progress is evidence that we will be able to saturate any benchmark. The bottleneck is measuring all economic value.
Apply once. Work on the most important AI projects.
We connect experts across software, data, healthcare, finance, and more with leading AI labs.
Upload your resume, complete a short AI interview, and get instantly matched to flexible, remote projects paying up to $500/hour.
Once you’re on a project, track your work and payouts in one place. Our talent network earns millions every day.
Explore opportunities for you at https://t.co/7apXFaLG0r
Can you beat our cheating detection model? Our $10,000 @kaggle competition is officially live.
Your goal is to build a model that predicts whether a candidate cheated during their interview. The dataset is designed to mirror real situations where cheating is subtle, rare, and high-impact.
Ready to compete? Join here: https://t.co/Y12WQ5gYXr
Notion MCP 🤝 Cursor, Claude, Lovable, Perplexity, Mistral, Windsurf, HubSpot.
Our MCP ecosystem just got MUCH bigger. These tools can now read context from your Notion workspace (and your connected apps) and write back to Notion.
Notion 3.0: Agent is here.
Before, Notion was your tool. With 3.0, Notion is your AI teammate.
It’s the most advanced knowledge work agent. It handles 20+ minute multi-step actions, works with databases, and has a state-of-the-art memory system.
New in 3.0: Agent instructions and memory.
Your Agent comes with a state‑of‑the‑art memory system (using Notion pages and databases 👌).
Give your Agent instructions so it feels like a teammate who really know you. The best part, the more you use your Agent, the more personalized it becomes.
✅ #2 most requested feature: Database row permissions!
Now you can decide exactly who sees each row in your database with page-level access. No more all-or-nothing.
And your Agents will only have access to whatever you have access to.
New in Notion AI’s toolbelt: @OpenAI's GPT-5
It’s fast, thorough, and handles complex work 15% better than other models we’ve tested. A great choice for tasks with multiple moving parts.
Gradual rollout starting today.
New: Notion AI can now actually use Notion.
It handles multi-step tasks like editing multiple pages or updating entire database—like a power user, built in.
Rolling out over the next few weeks.