can't believe we got GTA1 before GTA6. new state of the art computer-use-agent just dropped

RT @chakra_ai:

Existing open datasets are great starting points, but for breakthroughs in LLM usability and software understanding, we need next‑level scale with incentivization. We need consumer activation. And that’s what Pango delivers.

Result?. A feedback loop that scales data like no open dataset can - building LLMs that actually understand how people use software, not just mimic a handful of scripted tasks.

That’s where Pango shines: real consumers get paid to interact with software via natural workflows. This generates massive, live user interaction data - exactly the volume and variety needed for serious LLM post‑training.

Why is that scale insufficient?.✔️ LLM post‑training thrives on millions of examples with rich diversity and context. ✔️ HCI datasets provide only a few thousand short task scripts - too “thin” for true generalization. ✔️ They lack continuous, real‑world user behavior data that.

Mind2Web (2,350 tasks across 137 real websites spanning 31 domains) and other open‑source HCI datasets like OSWorld & WebArena are fantastic for prototyping and fine‑tuning. But at ~2k–4k tasks (estimated ~40 hours) they’re tiny compared to what you’d need to truly post‑train an

study with me.type with me.earn with me. turn your everyday work into earning with pango. join the waitlist:

You’re already doing the work. Pango makes sure you don’t walk away empty-handed. Join the waitlist:

This is about rebalancing the internet:.→ You help train the systems.→ You should share in the value.

Which is why we’re building Pango - a platform that observes your everyday workflows and rewards you in USDC or gift cards for them. No surveys. No catches. Just quiet value from what you're already doing.

Until now, that value was absorbed by platforms. It disappeared into products that became smarter—while you got… nothing.

AI models don’t just learn from curated datasets. They learn from you:.– How you structure ideas.– How you interact with tools.– How you solve open-ended problems. Your digital behavior is quietly shaping systems.

Think about it:. You spend hours every week in Google Docs, Sheets, Slides, and more. Organizing thoughts. Solving problems. Building things. All that behavior?.It’s training data.

Every time you open a tab, you're generating value. But in today’s internet, that value flows away from you. That’s starting to change - and it starts with your computer.

deal?

want first dibs?. join the waitlist:

me in sheet mode = focused.me in sheet mode + pango = focused & slightly richer. let’s cook.

Pango = pay + mango. Because getting paid to use your computer is way sweeter 🥭.

Want to help break through the data wall? . Join Pango and get paid to train the next generation of AI agents. Every spreadsheet you create, every presentation you build - you're shaping the future of computer use AI. Join the waitlist: