Effect AI @effectaix
A decentralized protocol where humans and machines build, share & earn from AI infrastructure. effect.ai Amsterdam Joined August 2011-
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Effect Passport is one of the ideas we’re most interested in right now. A place where your role in the network starts to come together: Your stake. Your worker activity. Your skills. Your reputation. Your DAO access. Because what you do in Effect should be easier to see, carry, and build on.
Bringing the DAO back doesn't have to start with a huge voting system. It can start with a place to talk. Ideas, app proposals, worker feedback, staking utility, and the things that should come next. Before anything becomes a formal vote, the community needs a better place to shape the conversation. This is coming soon to Effect.
Powering an app within a SaaS marketplace is one example of what Effect could plug into. But it’s definitely not the only one. Design feedback, research help, content review, AI output checks, surveys, validation tasks, creator tools… there are a lot of directions this could go. What kind of app would you actually want to see built on Effect?
AI can generate a lot, but someone still has to check if the result is actually good. Was the answer helpful? Did the image make sense? Was the text clear? Would a real person trust it? That’s where human feedback matters and where task completers can become an important part of AI workflows.
Effect is moving toward a world where workers aren’t just task completers. They are contributors to the network. A worker’s history, skills, stake, feedback, and participation should have a place to live. That is the bigger idea behind Effect Passport.
The Canva app idea isn’t solely about one platform. It is about a larger question: Where should human feedback live? Inside design tools? Inside AI agent workflows? Inside research pipelines? Inside creator platforms? Effect is built for the moments where human judgment still matters.
One idea we’re excited to discuss with the community: Effect inside creative tools. Imagine requesting human feedback on a design directly from a platform like Canva. Not generic AI feedback. Real people reviewing clarity, layout, message, and quality. That is the kind of workflow Effect can power.
Effect’s next chapter is not just about more tasks. It is about giving workers, builders, stakers, and community members a clearer place in the network. Effect Passport is part of that direction. Identity. Stake. Access. Participation. A front door for what comes next.
Monday, we start with Effect Passport. Before we get there, think about this: Your work in Effect should be easier to see. Your stake should have a clearer purpose. Your skills should matter. Your participation should carry forward. Your place in the network should feel more connected. That’s the direction we want to explore with the community next week.
A few days ago, we shared a little preview of what we’ll be talking about next week. • Effect Passport • DAO discussions • App ideas • Staking • Human feedback inside real workflows All of these are connected in some way, but the bigger question is what they should become together. How should workers, builders, stakers, apps, and AI agents actually interact inside Effect? That’s the conversation we want to start opening up! Monday, we begin.
Next week, we’re going to start sharing more about where Effect is heading. More access. More community input. More ways for workers, builders, and stakers to shape the network. Effect Passport. DAO discussions. App ideas. Human feedback inside real workflows. Creative tools like Canva. These pieces are starting to connect. We want our community in the conversation while the ideas are still being shaped, not only after they’re finished. First post drops Monday.
The next generation of AI apps will not be fully autonomous black boxes. They’ll be workflows made of agents, human workers, validation layers, routing logic, and transparent settlement. Effect AI is building the human layer for that system, connecting human intelligence to AI workflows when judgment, feedback, and verification are needed.
This is the point. AI agents need more than model intelligence. They need reliability, validation, and clear human handoffs. Effect AI is building the human-in-the-loop task layer that helps make agentic workflows work in production.
First large-scale study of AI agents in production just dropped: 306 practitioners, 20 case studies, 26 domains. (Pan et al, Berkeley + collaborators, arXiv:2512.04123) The findings that should reframe every "agentic AI" pitch you sit through this quarter: • 68% of production
Effect is making the worker experience clearer, faster, and easier to navigate. A refreshed dashboard, improved task campaign layout, and simpler flow for connecting, working, and getting paid are coming soon. More in the next development update.
Alpha 5 Jedis, your bonus will arrive. This week, we will be rewarding the top Effect workers who mastered the tasks, stayed sharp, and brought the Force to the network. May the 4th be with you, Alphas
Full breakdown of what we tested, what broke, and what we’re building next: effect.ai/news/phase-5-w…
Big question we’re answering: Can complex human + AI workflows run reliably in a decentralized system? We’re getting closer.
We just ran one of our most intensive alpha phases yet. Real tasks, real pressure on the system. Here’s what we learned 👇
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